PASCAL - Subject: Information Retrieval & Textual Information Access

Efficient Learning for Hashing Proportional Data Zhao Xu, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (December 2102)

Can Computers Learn from the Aesthetic Wisdom of the Crowd? Christian Bauckhage and Kristian Kersting Article Item not available online. (February 2013)

Word Storms: Multiples of Word Clouds for Visual Comparison of Documents Quim Castella and Charles Sutton Monograph Item not available online. (January 2013)

Signalling network construction for modelling plant defence response Nada Lavrac, Dragana Miljković, Tjaša Stare, Igor Mozetič, Vid Podpečan, Marko Petek, Kamil Witek, Marina Dermastia and Kristina Gruden Article Item not available online. (18 December 2012)

Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification Dunja Mladenić, Nenad Tomašev, Milos Radovanović and Mirjana Ivanović Article Item not available online. (December 2012)

Quantitative Narrative Analysis of US Elections in International News Media Saatviga Sudhahar, Thomas Lansdall-Welfare, Ilias Flaounas and Nello Cristianini Conference or Workshop Item Item availablity restricted. (20 September 2012)

Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts Juha Raitio, Tapani Raiko and Timo Honkela Conference or Workshop Item Item not available online. (11 September 2012)

Efficient Exemplar Word Spotting Jon Almazán, Albert Gordo, Alicia Fornés and Ernest Valveny Conference or Workshop Item (September 2012)

Learning compact class codes for fast inference in large multi class classification M Cissé, T Artières and P Gallinari Conference or Workshop Item Item not available online. (September 2012)

Lifted Online Training of Relational Models with Stochastic Gradient Methods Babak Ahamadi, Kristian Kersting and Sriraam Natarajan Conference or Workshop Item Item not available online. (September 2012)

Multimedia Semantics: Interactions Between Content and Community Hari Sundaram, Lexing Xie, Munmun De Choudhury, Yu-Ru Lin and Apostol Natsev Article (September 2012)

Applying trust metrics based on user interactions to recommendation in social networks Alberto Lumbreras and Ricard Gavaldà Conference or Workshop Item Item not available online. (26 August 2012)

On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off Kar Wai Lim, Scott Sanner and Shengbo Guo Conference or Workshop Item (12 August 2012)

Nowcasting the mood of the nation Thomas Lansdall-Welfare, Vasileios Lampos and Nello Cristianini Article Item not available online. (August 2012)

Modelling Sequential Text with an Adaptive Topic Model Lan Du, Wray Buntine and Huidong Jin Conference or Workshop Item (12 July 2012)

New Framework for Score Segmentation and Analysis in OpenMusic Jean Bresson and Carlos Pérez-Sancho Conference or Workshop Item (11 July 2012)

Detecting Events and Patterns in Large-Scale User Generated Textual Streams with Statistical Learning Methods Vasileios Lampos Thesis (July 2012)

Link prediction via latent factor BlockModel Sheng Gao, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (July 2012)

Towards Trust-Aware Recommender Systems Alberto Lumbreras Thesis Item not available online. (July 2012)

Query Parsing Using Probabilistic Tree Grammars Jose F. Bernabeu Briones, Jorge Calera-Rubio, José Iñesta and David Rizo Conference or Workshop Item Item not available online. (30 June 2012)

A methodology for mining document-enriched heterogeneous information networks Nada Lavrac, Nejc Trdin and Miha Grčar Article Item not available online. (07 June 2012)

Event Diffusion Patterns in Social Media Minkyoung Kim, Lexing Xie and Peter Christen Conference or Workshop Item (05 June 2012)

Semantic subgroup discovery systems and workflows in the SDM-Toolkit Nada Lavrac and Anže Vavpetič Article Item not available online. (04 June 2012)

Predicting information diffusion on social networks with partial knowledge Anis Najar, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (June 2012)

On voting intentions inference from Twitter content: a case study on UK 2010 General Election Vasileios Lampos Monograph (May 2012)

New Objective Functions for Social Collaborative Filtering Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie, Edwin Bonilla, Ehsan Abbasnejad and Nic Della Penna Conference or Workshop Item (16 April 2012)

Agriculture's Technological Makeover Christian Bauckhage, Kristian Kersting and Albrecht Schmidt Article Item not available online. (April 2012)

Effects of the Recession on Public Mood in the UK Thomas Lansdall-Welfare, Vasileios Lampos and Nello Cristianini Conference or Workshop Item (April 2012)

ElectionWatch-Detecting Patterns in News Coverage of US Elections Saatviga Sudhahar, Thomas Lansdall-Welfare, Ilias Flaounas and Nello Cristianini Conference or Workshop Item Item availablity restricted. (April 2012)

Diagnosing flu symptoms with social media Vasileios Lampos and Nello Cristianini Article Item not available online. (March 2012)

What's in a Hashtag? Content based Prediction of the Spread of Ideas in Microblogging Communities Oren Tsur and Ari Rappoport Article (07 February 2012)

MUSIC GENRE CLASSIFICATION BASED ON DYNAMICAL MODELS Alberto Garcia-Duran, Jeronimo Arenas-Garcia, Dario Garcia-Garcia and Emilio Parrado-Hernandez Book Section Item availablity restricted. (07 February 2012)

Forecasting with Twitter Data Marta Arias, Argimiro Arratia and Ramon Xuriguera Article Item not available online. (01 February 2012)

Music Genre Classification based on Dynamical Models Alberto Garcia-Duran, Jerónimo Arenas-Garcia, Dario Garcia and Emilio Parrado-Hernandez Conference or Workshop Item Item not available online. (February 2012)

Scalable corpus annotation by graph construction and label propagation Thomas Lansdall-Welfare, Ilias Flaounas and Nello Cristianini Conference or Workshop Item Item not available online. (February 2012)

Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning Zhuoran Wang, Anoop Shah, A. Rosemary Tate, Spiros Denaxas, John Shawe-Taylor and Harry Hemingway Article (19 January 2012)

A latent variable ranking model for content-based retrieval Ariadna Quattoni, Xavier Carreras and Antonio Torralba Conference or Workshop Item Item not available online. (17 January 2012)

Using twitter as a source of information for time series prediction Ramon Xuriguera Thesis Item not available online. (January 2012)

A survey of chabot system through a Loebner prize competition Dunja Mladenić and Luka Bradeško Conference or Workshop Item Item not available online. (2012)

Advances in data mining for biomedical research Nada Lavrac Conference or Workshop Item Item not available online. (2012)

Advances in semantic data mining Nada Lavrac Conference or Workshop Item Item not available online. (2012)

Bridging concept identification for constructing information networks from text documents Nada Lavrac, Matjaž Juršič, Borut Sluban, Bojan Cestnik and Miha Grčar Article Item not available online. (2012)

Complex event processing and data mining for smart cities Dunja Mladenić and Alexandra Moraru Conference or Workshop Item Item not available online. (2012)

Constraint-driven optimization of plant defense model parameters Nada Lavrac, Dragana Miljković, Matjaž Depolli, Igor Mozetič, Tjaša Stare, Marko Petek and Kristina Gruden Conference or Workshop Item Item not available online. (2012)

Identifying good patterns for relation extraction Blaz Fortuna and Janez Starc Conference or Workshop Item Item not available online. (2012)

Informal sentiment analysis in multiple domains for English and Spanish Dunja Mladenić, Tadej Stajner and Inna Novalija Conference or Workshop Item Item not available online. (2012)

Metadata management for the web of things : a practical perspective Carolina Fortuna, Patricia Oniga, Zoltan Padrah, Mihael Mohorčič and Alexandra Moraru Conference or Workshop Item Item not available online. (2012)

NLP workflow for on-line definition extraction from English and Slovene text corpora Nada Lavrac, Senja Pollak, Anže Vavpetič, Janez Kranjc and Špela Vintar Conference or Workshop Item Item not available online. (2012)

A framework for semantic enrichment of sensor data Dunja Mladenić and Alexandra Moraru Article Item not available online. (2012)

A Learning to Rank framework applied to text-image retrieval. David Buffoni, Sabrina Tollari and Patrick Gallinari Article Item not available online. (2012)

An end-to-end machine learning system for harmonic analysis of music Yizhao Ni, Matt McVicar, Raúl Santos-Rodríguez and Tijl De Bie Article (2012)

Annotated Free-hand Sketches for Video Retrieval using Object Semantics and Motion Rui Hu, Stuart James and John Collomosse Conference or Workshop Item (2012)

Artificial intelligence handling text data Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2012)

Bisociative literature mining by ensemble heuristics Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)

Bringing Representativeness into Social Media Monitoring and Analysis Michael Kaschesky, Pawel Sobkowicz, José Miguel Hernánez Lobato, Guillaume Bouchard, Cedric Archambeau, Nicolas Scharioth, Robert Manchin, Adrian Gschwend and Reinhard Riedl Article Item availablity restricted. (2012)

Canonical Trends: Detecting Trend Setters in Web Data Felix Biessmann, Jens-Michalis Papaioannou, Mikio Braun and Andreas Harth Conference or Workshop Item Item not available online. (2012)

ClowdFlows : a cloud based scientific workflow platform Nada Lavrac, Janez Kranjc and Vid Podpečan Article Item not available online. (2012)

Collective Search for Concept Disambiguation Anja Pilz and Gerhard Paaß Conference or Workshop Item Item availablity restricted. (2012)

Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs Suleiman Khan, Ali Faisal, John Patrick Mpindi, Juuso Parkkinen, Tuomo Kalliokoski, Antti Poso Poso, Olli P. Kallioniemi, Krister Wennerberg and Samuel Kaski Article (2012)

Coping with the Document Frequency Bias in Sentiment Classification. Abdelhalim Rafrafri, Vincent Guigue and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)

Cross-domain literature mining : Finding bridging concepts with CrossBee Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Conference or Workshop Item Item not available online. (2012)

Cross-lingual document retrieval through hub languages Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (2012)

Cross-lingual named entity extraction and disambiguation Dunja Mladenić and Tadej Stajner Conference or Workshop Item Item not available online. (2012)

Data-Driven Information Retrieval in Heterogeneous Collections of Transcriptomics Data Links SIM2s to Malignant Pleural Mesothelioma Jose Caldas, Nils Gehlenborg, Eeva Kettunen, Ali Faisal, Mikko Rönty, Andrew Nicholson, Sakari Knuutila, Alvis Brazma and Samuel Kaski Article Item not available online. (2012)

Diversity through social media Tadej Stajner and Inna Novalija Conference or Workshop Item Item not available online. (2012)

Explaining subgroups through ontologies Nada Lavrac, Anže Vavpetič, Vid Podpečan and Stijn Meganck Article Item not available online. (2012)

Exploring the power of outliers for cross-domain literature mining Nada Lavrac, Borut Sluban, Matjaž Juršič and Bojan Cestnik Article Item not available online. (2012)

Foundations of rule learning Nada Lavrac, Johannes Furnkranz and Dragan Gamberger Monograph Item not available online. (2012)

Internals of an aggregated web news feed Blaz Novak and Mitja Trampus Conference or Workshop Item Item not available online. (2012)

Irregularity detection in categorized document corpora Nada Lavrac, Borut Sluban, Senja Pollak and Roel Coesemans Conference or Workshop Item Item not available online. (2012)

Iterative Multi-label Multi-relational Classification Algorithm for complex social networks stephane peters, Yann Jacob, Ludovic Denoyer and Patrick Gallinari Article Item not available online. (2012)

Knowledge discovery using a service oriented web application Nada Lavrac, Janez Kranjc and Vid Podpečan Conference or Workshop Item Item not available online. (2012)

Learning Multiple Tasks with Boosted Decision Trees Jean-Baptiste Faddoul, Boris Chidlovskii, Rémi Gilleron and Fabien Torre Conference or Workshop Item Item not available online. (2012)

Link prediction via latent factor BlockModel Sheng Gao, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)

Modelling a biological system : network creation by triplet extraction from biological literature Nada Lavrac, Dragana Miljković, Vid Podpečan, Miha Grčar, Kristina Gruden, Tjaša Stare, Marko Petek and Igor Mozetič Article Item not available online. (2012)

Multilingual document retrieval through hub language Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (2012)

NewsSearch : search and dynamic re-ranking over news corpora Marko Grobelnik, Blaz Fortuna and Luka Stopar Conference or Workshop Item Item not available online. (2012)

On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off Kar Wai Lim, Scott Sanner and Shengbo Guo Article (2012)

Outlier detection in cross-context link discovery for creative literature mining Nada Lavrac, Ingrid Petrič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)

Query-Independent Learning to Rank for RDF Entity Search Dunja Mladenić, Blaz Fortuna, Thanh Duc and Lorand Dali Article Item not available online. (2012)

Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. Bruno Pradel, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)

Representation Models for Text Classification : a comparative analysis over three Web document types George Giannakopoulos, Petra Mavridi, George Paliouras, George Papadakis and Konstantinos Tserpes Conference or Workshop Item Item availablity restricted. (2012)

Representation Models for Text Classification : a comparative analysis over three Web document types George Giannakopoulos, Petra Mavridi, Georgios Paliouras, George Papadakis and Konstantinos Tserpes Conference or Workshop Item Item not available online. (2012)

Searching for in formation in software development projects uisng the alert system Gregor Leban and Luka Stopar Conference or Workshop Item Item not available online. (2012)

Semantic subgroup discovery and cross-context linking for microarray data analysis Nada Lavrac, Igor Mozetič, Vid Podpečan, Petka Kralj Novak, Helena Motaln, Marko Petek, Krstina Gruden, Hannu Toivonen and Kimmo Kulovesi Article Item not available online. (2012)

Targeted Retrieval of Gene Expression Measurements Using Regulatory Models Elisabeth Georgii, Jarkko Salojärvi, Mikael Brosché, Jaakko Kangasjärvi and Samuel Kaski Article Item not available online. (2012)

The rocky road to personalized medicine: computational and statistical challenges Jukka Corander, Tero Aittokallio, Samuli Ripatti and Samuel Kaski Article Item not available online. (2012)

The web of things Marko Grobelnik and Carolina Fortuna Conference or Workshop Item Item not available online. (2012)

Visual divisive hierarchical clustering using k-means Nada Lavrac, Matic Perovšek and Bojan Cestnik Conference or Workshop Item Item not available online. (2012)

Forecasting financial time series with Twitter Ramon Xuriguera, Marta Arias and Argimiro Arratia Conference or Workshop Item Item not available online. (19 December 2011)

On Sparse Multi-Task Gaussian Process Priors for Music Preference Learning Jens Brehm Nielsen, Bjørn Sand Jensen and Jan Larsen Conference or Workshop Item Item not available online. (17 December 2011)

Analysis of Textual Variation by Latent Tree Structures Teemu Roos and Yuan Zou Conference or Workshop Item (December 2011)

Hit song science once again a science? Yizhao Ni, Raúl Santos-Rodríguez, Matt McVicar and Tijl De Bie Conference or Workshop Item (December 2011)

Low-Rank Approximations for Large, Multi-lingual Data Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (December 2011)

OntoPlus : text-driven ontology extension using ontology content, structure and co-occurrence information Inna Novalija, Dunja Mladenić and Luka Bradeško Article Item not available online. (December 2011)

PicSOM Experiments in TRECVID 2011 Mats Sjöberg, Satoru Ishikawa, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (December 2011)

Spanning spaces : learning cross-lingual similarities Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (December 2011)

Information Theoretic Methods for Learning Generative Models for Relational Structures Edwin Hancock Conference or Workshop Item (November 2011)

Searching the Past: An Improved Shape Descriptor to Retrieve Maya Hieroglyphs Edgar F. Roman-Rangel, Carlos Pallan, Jean-Marc Odobez and Daniel Gatica-Perez Article (November 2011)

The NBNN kernel Tinne Tuytelaars, M. Fritz, K. Saenko and T. Darrell Conference or Workshop Item Item not available online. (November 2011)

Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model Scott Sanner, S Guo, T Graepel, S Kharazmi and S Karimi Conference or Workshop Item Item not available online. (25 October 2011)

Automating Quantitative Narrative Analysis of News Data Saatviga Sudhahar, Roberto Franzosi and Nello Cristianini Conference or Workshop Item Item availablity restricted. (21 October 2011)

Analysis and prediction of bug duplicates in KDE bug tracking system Gregor Leban Conference or Workshop Item Item not available online. (October 2011)

Exploring history through newspaper archives Jasna Škrbec, Marko Grobelnik, Blaz Fortuna and Boštjan Pajntar Conference or Workshop Item Item not available online. (October 2011)

Exploring the hubness-related properties of oceanographic sensor data Nenad Tomašev and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)

Exploring the space of coding matrix classifiers for hierarchical multiclass text categorization Janez Brank Conference or Workshop Item Item not available online. (October 2011)

From names to entities using thematic context distance Anja Pilz and Gerhard Paaß Conference or Workshop Item Item availablity restricted. (October 2011)

HARMONY PROGRESSION ANALYZER FOR MIREX 2011 Yizhao Ni, Matt McVicar, Raúl Santos-Rodríguez and Tijl De Bie Conference or Workshop Item (October 2011)

High-coverage extraction of semantic assertions from text Mitja Trampus and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)

Meta-Song evaluation for Chord Recognition Yizhao Ni, Matt McVicar, Raúl Santos-Rodríguez and Tijl De Bie Conference or Workshop Item (October 2011)

The influence of weighting the K-occurrences on hubness-aware classification method Nenad Tomašev and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)

Three ways to sprinkle POWDER Stasinos Konstantopoulos Conference or Workshop Item (October 2011)

Visualizations of Slovenian scientific community Mario Karlovčec, Dunja Mladenić, Marko Grobelnik and Mitja Jermol Conference or Workshop Item Item not available online. (October 2011)

WIKImage : correlated image and text datasets Doni Pracner, Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (October 2011)

Efficient Preference Learning with Pairwise Continuous Observations and Gaussian Processes Bjørn Sand Jensen, Jens Brehm Nielsen and Jan Larsen Conference or Workshop Item Item not available online. (18 September 2011)

Large scale topic modeling made practical Bjarne Ørum Wahlgreen and Lars Kai Hansen Article Item availablity restricted. (18 September 2011)

Large scale topic modeling made practical Bjarne Ørum Wahlgreen and Lars Kai Hansen Conference or Workshop Item (18 September 2011)

Machine Learning for Query Formulation in Question Answering Christof Monz Article (14 September 2011)

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation Mirwaes Wahabzada and Kristian Kersting Conference or Workshop Item Item not available online. (05 September 2011)

Nowcasting Events from the Social Web with Statistical Learning Vasileios Lampos and Nello Cristianini Article (September 2011)

OntoGen extension for exploring image collections Nenad Tomašev, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (25 August 2011)

Spatio-temporal reasoning for traffic scene understanding Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenić and Sergiu Nedevschi Conference or Workshop Item Item not available online. (25 August 2011)

Contextualized question answering Luka Bradeško, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenić, Inna Novalija and Boštjan Pajntar Conference or Workshop Item Item not available online. (12 August 2011)

Machine Intelligence for Health Information: Capturing Concepts & Trends in Social Media via Query Expansion X Su, Hanna Suominen and Leif Hanlen Conference or Workshop Item (01 August 2011)

Hubness-based fuzzy measures for high-dimensiona k-nearest neighbor classification Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (August 2011)

Multi-task Learning via Non-sparse Multiple Kernel Learning Wojciech Samek, Alexander Binder and Motoaki Kawanabe Conference or Workshop Item Item not available online. (August 2011)

Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter Babak Ahmadi, Kristian Kersting and Scott Sanner Conference or Workshop Item Item not available online. (July 2011)

Modélisation de documents combinant texte et image : application à la catégorisation et à la recherche d'information multimédia Christophe Moulin Thesis Item not available online. (22 June 2011)

Language-independent compound splitting with morphological operations Klaus Macherey, Andrew Dai, David Talbot, Ashok Popat and Franz Och Conference or Workshop Item Item not available online. (20 June 2011)

The Grouped Author-Topic Model for Unsupervised Entity Resolution Andrew Dai and Amos Storkey Conference or Workshop Item (13 June 2011)

A hard-disk based suffix tree implementation Tristan Snowsill and florent nicart Monograph (11 June 2011)

A system for publishing sensor data on the semantic web Alexandra Moraru, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2011)

An Augmented Reality Interface to Contextual Information Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen and Timo Tossavainen Article (June 2011)

Pattern Recognition Third Mexican Conference, MCPR 2011, Cancun, Mexico, June 29 - July 2, 2011. Proceedings José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Cherif Ben-Youssef Brants and Edwin Hancock Book Item not available online. (June 2011)

The grouped author-topic model for unsupervised entity resolution. Andrew Dai and Amos Storkey Article Item not available online. (June 2011)

Modèles d'ordonnancement pour le résumé automatique et la recherche d'information Tuong Vinh Truong, David Buffoni, Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (25 May 2011)

A quantitative and qualitative analysis of Nordic surnames Eirini Florou and Stasinos Konstantopoulos Conference or Workshop Item (May 2011)

The role of Hubness in clustering high-dimensional data Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (May 2011)

Harvesting Image Databases from the Web Florian Schroff, Antonio Criminisi and Andrew Zisserman Article (April 2011)

Text Classification: A Sequential Reading Approach Gabriel Dulac Arnold, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (April 2011)

A hybrid supervised-unsupervised visual vocabulary algorithm for concept recognition Alexander Binder, Wojciech Wojcikiewicz, Christina Mueller and Motoaki Kawanabe Book Section Item not available online. (15 March 2011)

Expressing opinion diversity Andreaa Bizau, Delia Rusu and Dunja Mladenić Conference or Workshop Item Item not available online. (March 2011)

Naming Persons In News Videos With Label Propagation P.T. Pham, M.F. Moens and Tinne Tuytelaars Article Item not available online. (March 2011)

Stylized Ambient Displays of Digital Media Collections Tinghuai Wang, John Collomosse, D Slatter, P Cheatle and D Greig Article (March 2011)

Transductive Learning over Automatically Detected Themes for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (March 2011)

Composer recognition using language models María Hontanilla, Carlos Pérez-Sancho and José Iñesta Conference or Workshop Item Item availablity restricted. (16 February 2011)

Perception beyond the here and now Albrecht Schmidt, Marc Langheinrich and Kristian Kersting Article Item not available online. (01 February 2011)

SalaboMiner - A Biomedical Literature Mining Tool for Inferring the Genetics of Complex Diseases Book Item not available online. (26 January 2011)

Learning Aspect Models with Partially Labeled Data Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Article Item not available online. (15 January 2011)

On taxonomies for multi-class image categorization Alexander Binder, Klaus-Robert Müller and Motoaki Kawanabe Article (15 January 2011)

Multi-modal visual concept classification of images via Markov random walk over tags Motoaki Kawanabe, Alexander Binder, Christina Mueller and Wojciech Wojcikiewicz Article Item not available online. (07 January 2011)

Exploitation of machine learning techniques in modelling phrase movements for machine translation Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Article (January 2011)

Finding a needle in a haystack: an interactive video archive explorer for professional video searchers M. Haesen, J. Meskens, K. Luyten, K. Coninx, J.H. Becker, Tinne Tuytelaars, G. Poulisse, P.T. Pham and M.F. Moens Article Item not available online. (January 2011)

A Bag of Regions based approach to Sketch based Image Retrieval Rui Hu, Tinghuai Wang and John Collomosse Conference or Workshop Item (2011)

A BOVW Based Query Generative Model Reede Ren, Joemon Jose and John Collomosse Conference or Workshop Item (2011)

ASAP: Automatic Semantics-Aware Analysis of Network Payloads Tammo Krüger, Nicole Krämer and Konrad Rieck Article (2011)

Attribute-based Vehicle Search in Crowded Surveillance Videos Rogerio Feris, Behjat Siddiquie, Yun Zhai, James Petterson, Lisa Brown and Sharath Pankanti Article (2011)

Authorship attribution of e-mail as a multi-class task Kim Luyckx Conference or Workshop Item (2011)

Classification and Annotation in Social Corpora using Multiple Relations Yann Jacob, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2011)

Contributions to High-Dimensional Pattern Recognition Mauricio Villegas and Roberto Paredes Thesis Item not available online. (2011)

Demo: using personalized PageRank for keyword based sensor retrieval Lorand Dali, Alexandra Mortaru and Dunja Mladenić Other Item not available online. (2011)

Detecting and Exploiting Stability in Evolving Heterogeneous Information Spaces George Papadakis, George Giannakopoulos, Claudia Niederée, Themis Palpanas and Wolfgang Nejdl Conference or Workshop Item Item availablity restricted. (2011)

Exposing real world information for the web of things Alexandra Moraru, Dunja Mladenić, Matevž Vučnik, Maria Porcius, Carolina Fortuna and Mihael Mohorčič Conference or Workshop Item Item not available online. (2011)

HEAT: Iterative Relevance Feedback with One Million Images Nicolae Suditu and Francois Fleuret Conference or Workshop Item Item not available online. (2011)

Language Technology for Cultural Heritage, Social Sciences and Humanities: Chances and challenges Caroline Sporleder, Antal Van den Bosch and Kalliopi Zervanou Book Section Item not available online. (2011)

Language Technology for Cultural Heritage. Selected papers from the LaTeCH workshop series Book Item not available online. (2011)

Learning Aspect Models with Partially Labeled Data Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Article (2011)

Learning Readers' News Preferences with Support Vector Machines Elena Hensinger, Ilias Flaounas and Nello Cristianini Conference or Workshop Item Item availablity restricted. (2011)

Learning Structured Embeddings of Knowledge Bases Antoine Bordes, Jason Weston, Ronan Collobert and Yoshua Bengio Conference or Workshop Item Item not available online. (2011)

Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval Fei Yan, Krystian Mikolajczyk and Josef Kittler Conference or Workshop Item Item not available online. (2011)

Multitask Learning without Label Correspondences Novi Quadrianto, A.J. Smola, Tiberio Caetano, S.V.N. Vishwanathan and James Petterson Conference or Workshop Item (2011)

Noisy Search with Comparative Feedback Shiau Hong Lim and Peter Auer Conference or Workshop Item (2011)

Optimal Web-scale Tiering as a Flow Problem G Leung, Novi Quadrianto, AJ Smola and K Tsioutsiouliklis Conference or Workshop Item (2011)

Probabilistic Proactive Timeline Browser Antti Ajanki and Samuel Kaski Conference or Workshop Item (2011)

Reverse Multi-Label Learning James Petterson and Tiberio Caetano Conference or Workshop Item (2011)

Semantics extraction from images Ioannis Pratikakis, Anastasia Bolovinou, Vassilios Gatos and Stavros Perantonis Book Section (2011)

Structured-Content Extraction from the Web for Bibliographic Reference Generation Ramon Xuriguera and Marta Arias Conference or Workshop Item (2011)

TAC 2011 MultiLing Pilot Overview George Giannakopoulos, Mahmoud El-Haj, Benoît Favre, Marina Litvak, Josef Steinberger and Vasudeva Varma Conference or Workshop Item (2011)

Temporal Link Prediction by Integrating Content and Structure Information Sheng Gao, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2011)

Text mining for news and blogs analysis Bettina Berendt Book Section Item not available online. (2011)

The effect of author set size and data size in authorship attribution Kim Luyckx and Walter Daelemans Article (2011)

The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task Alexander Binder, Wojciech Samek, Marius Kloft, Christina Mueller, Klaus-Robert Müller and Motoaki Kawanabe Conference or Workshop Item (2011)

The web of things: tutorial description Carolina Fortuna and Marko Grobelnik Conference or Workshop Item Item not available online. (2011)

Trained Trigger Language Model for Sentence Retrieval in QA: Bridging the Vocabulary Gap Saeedeh Momtazi and Dietrich Klakow Conference or Workshop Item (2011)

Word Features for Latent Dirichlet Allocation James Petterson, A.J. Smola, Tiberio Caetano, Wray Buntine and S Narayanamurthy Conference or Workshop Item (2011)

Orange4WS environment for service-oriented data mining Nada Lavrac, Vid Podpečan and Monika Žakova Article Item not available online. (20 December 2010)

Document Clustering in a Learned Concept Space Young-Min Kim Thesis (16 December 2010)

MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report) George Giannakopoulos, George Vouros and Vangelis Karkaletsis Monograph (09 December 2010)

Scalability Issues in Authorship Attribution Kim Luyckx Thesis Item availablity restricted. (07 December 2010)

Word Features for Latent Dirichlet Allocation James Petterson, Alex Smola, Tiberio Caetano, Wray Buntine and Shravan Narayanamurthy Conference or Workshop Item (06 December 2010)

Learning from Candidate Labeling Sets Luo Jie and Francesco Orabona Conference or Workshop Item (December 2010)

Proceedings of 6th European Conference on Computer Network Defense Book Item not available online. (December 2010)

Semi-Supervised Feature Learning from Clinical Text Zhuoran Wang, John Shawe-Taylor and Anoop Shah Conference or Workshop Item Item not available online. (December 2010)

The Structure of the EU Mediasphere Ilias Flaounas, Marco Turchi, omar ali, Nick Fyson, Tijl De Bie, Nick Mosdell, Justin Lewis and Nello Cristianini Article (December 2010)

PicSOM Experiments in TRECVID 2010 Mats Sjöberg, Markus Koskela, Milen Chechev and Jorma Laaksonen Conference or Workshop Item Item not available online. (15 November 2010)

Displaying email-related contextual information using contextify Gregor Leban and Marko Grobelnik Conference or Workshop Item Item not available online. (November 2010)

Overcoming information overload in the enterprise : the active approach Elena SIMPERL, Ian THURLOW, Paul WARREN, Frank DENGLER, John DAVIES, Marko Grobelnik, Dunja Mladenić, Jose Manuel GOMEZ-PEREZ and Carlos RUIZ MORENO Article Item not available online. (November 2010)

Yes we can: simplex volume maximization for descriptive web-scale matrix factorization Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (26 October 2010)

Convex non-negative matrix factorization for massive datasets Christian Thurau, Kristian Kersting, Mirwaes Wahabzada and Christian Bauckhage Article Item not available online. (09 October 2010)

Building a concept shell : ontology population with facts from WWW Inna Novalija and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2010)

Contextual Information Access with Augmented Reality Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen and Timo Tossavainen Conference or Workshop Item Item availablity restricted. (October 2010)

Genre classification of music by tonal harmony Carlos Pérez-Sancho, David Rizo, José Iñesta, Pedro J. Ponce de León, Stefan Kersten and Rafael Ramirez Article Item availablity restricted. (October 2010)

Gold Standard Evaluation of Ontology Learning Methods Through Ontology Transformation and Alignment Ilias Zavitsanos, George Paliouras and George Vouros Article Item availablity restricted. (October 2010)

Knowledge process mining and optimization Tadej Stajner, Carolina Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2010)

Ontology extension towards analysis of business news Inna Novalija and Dunja Mladenić Article Item not available online. (October 2010)

Optimizing email-related productivity using contextify Gregor Leban and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2010)

Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval Zakria Hussain, Alex Leung, Kitsuchart Pasupa, David Hardoon, Peter Auer and John Shawe-Taylor Conference or Workshop Item (20 September 2010)

Topic Models Conditioned on Relations Mirwaes Wahabzada, Zhao Xu and Kristian Kersting Conference or Workshop Item Item not available online. (20 September 2010)

Proceedings of the Fifth European Workshop on Probabilistic Graphical Models Book (13 September 2010)

Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item (01 September 2010)

AnswerArt - contextualized question answering Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (September 2010)

Ball event recognition using HMMs for automatic tennis annotation Ibrahim Almajai, Josef Kittler, Teo De Campos, William Christmas, Fei Yan, David Windridge and Aftab Khan Conference or Workshop Item Item not available online. (September 2010)

Detecting events in a million New York Times articles Tristan Snowsill, Ilias Flaounas, Tijl De Bie and Nello Cristianini Article (September 2010)

Fast Active Exploration for Link-Based Preference Learning using Gaussian Processes Zhao Xu, Kristian Kersting and Thorsten Joachims Conference or Workshop Item Item not available online. (September 2010)

Flu Detector - Tracking Epidemics on Twitter Vasileios Lampos, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2010)

Multilingual Information Access Evaluation I - Text Retrieval Experiments, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, Part I. Book Item not available online. (September 2010)

Overview and results of Morpho Challenge 2010 Mikko Kurimo, Sami Virpioja and Ville Turunen Book Section Item not available online. (September 2010)

Overview of Morpho Challenge 2009 Mikko Kurimo, Sami Virpioja, Ville Turunen, Graeme W. Blackwood and William Byrne Book Section Item not available online. (September 2010)

Proceedings of the Morpho Challenge 2010 workshop Book Item not available online. (September 2010)

Real-time news recommender system Blaz Fortuna, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (September 2010)

Impact of visual information on text and content based image retrieval Christophe Moulin, Christine Largeron and Mathias Géry Conference or Workshop Item Item not available online. (18 August 2010)

Inferring task-relevant image regions from gaze data Arto Klami Conference or Workshop Item Item availablity restricted. (August 2010)

Probabilistic Latent Maximal Marginal Relevance Shengbo Guo and Scott Sanner Conference or Workshop Item (17 July 2010)

Computationally efficient methods for polyphonic music transcription Antonio Pertusa Thesis (July 2010)

Information-Based Models for Ad Hoc IR Stephane Clinchant and Eric Gaussier Conference or Workshop Item (July 2010)

Morpho Challenge 2005-2010: Evaluations and results Mikko Kurimo, Sami Virpioja, Ville Turunen and Krista Lagus Conference or Workshop Item (July 2010)

Multi-view Clustering of Multilingual Documents Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item Item not available online. (July 2010)

Using semantic annotation for knowledge extraction from geographical distributed and heterogeneous sensor data Alexandra Moraru, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (July 2010)

Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item (25 June 2010)

Analysis of a Classification-based Policy Iteration Algorithm Alessandro Lazaric, Mohammad Ghavamzadeh and Rémi Munos Conference or Workshop Item (June 2010)

Automatic video search using semantic concepts Ville Viitaniemi, Mats Sjöberg, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2010)

Beyond multi-class – structured learning for machine translation Yizhao Ni Thesis (June 2010)

Content and structure in the aspect of semi-automatic ontology extension Inna Novalija and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2010)

Contextualized question answering Luka Bradesko, Lorand Dali, Blaz Fortuna, Dunja Mladenić, Inna Novalija and Bostjan Pajntar Conference or Workshop Item Item not available online. (June 2010)

Finding surprising patterns in textual data streams Tristan Snowsill, florent nicart, Marco Stefani, Tijl De Bie and Nello Cristianini Article (June 2010)

String Similarity Measures and PAM-like Matrices for Cognate Identification Antonella Delmestri and Nello Cristianini Monograph (June 2010)

Tracking the flu pandemic by monitoring the Social Web Vasileios Lampos and Nello Cristianini Conference or Workshop Item Item not available online. (June 2010)

Your dream corpus is already there Stasinos Konstantopoulos Conference or Workshop Item (17 May 2010)

Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item Item availablity restricted. (15 May 2010)

Generative models for rapid information propagation Kirill Dyagilev, Kirill Dyagilev, Shie Mannor and Elad Yom-Tov Conference or Workshop Item (07 May 2010)

Entity Disambiguation using Link based Relations extracted from Wikipedia Anja Pilz Conference or Workshop Item Item not available online. (May 2010)

Entity Disambiguation using Link based Relations extracted from Wikipedia. Anja Pilz Conference or Workshop Item Item availablity restricted. (May 2010)

Learning language identification models: a comparative analysis of the distinctive features of names and common words Stasinos Konstantopoulos Conference or Workshop Item (May 2010)

Speaker Attribution in Cabinet Protocols Josef Ruppenhofer, Caroline Sporleder and Fabian Shirokov Conference or Workshop Item Item not available online. (May 2010)

What is an object? Bogdan Alexe, Thomas Deselaers and Vittorio Ferrari Article Item availablity restricted. (31 March 2010)

Learning Relevant Eye MovementFeature Spaces Across Users Zakria Hussain, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item Item not available online. (March 2010)

Multiview Clustering of Multilingual Documents Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item (March 2010)

We propose a new multi-view clustering method which uses clustering results obtained on each view as a voting pattern in order to construct a new set of multi-view clusters. Our experiments on a multilingual corpus of documents show that performance increases significantly over simple concatenation and another multi-view clustering technique. Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item (March 2010)

An extension of the Aspect PLSA Model to Active and Semi-supervised Learning for Text Classification Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Conference or Workshop Item Item not available online. (25 February 2010)

A Co-Classification Approach to Learning from Multilingual Corpora Massih Amini and Cyril Goutte Article (February 2010)

Approximate Tree Kernels Konrad Rieck, Tammo Krueger, Ulf Brefeld and Klaus-Robert Müller Article (February 2010)

Contextual Information Access with Augmented Reality Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki and Timo Tossavainen Conference or Workshop Item (February 2010)

An information retrieval perspective on visualization of gene expression data with ontological annotation Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma and Samuel Kaski Conference or Workshop Item Item not available online. (08 January 2010)

Bisociative Knowledge Discovery for Microarray Data Analysis Igor Mozetic, Nada Lavrac, Vid Podpecan, Petra Kralj Novak, Helena Motain, Marko Petek, Kristina Gruden, Hannu Toivonen and Kimmo Kulovesi Conference or Workshop Item (January 2010)

Combining Coregularization and Consensus-based Self-Training for Multilingual Text Categorization Massih Amini, Cyril Goutte and Nicolas Usunier Conference or Workshop Item (January 2010)

Combining Predictions for an accurate Recommender System Michael Jahrer, Andreas Töscher and Robert Legenstein Conference or Workshop Item Item not available online. (January 2010)

A Comparative Study on Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval Saeedeh Momtazi, Sanjeev Khudanpur and Dietrich Klakow Conference or Workshop Item (2010)

A Hierarchical Pitman-Yor Language Model for Information Retrieval Saeedeh Momtazi and Dietrich Klakow Conference or Workshop Item (2010)

A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words. Shulamit Umansky-Pesin, Roi Reichart and Ari Rappoport Article Item not available online. (2010)

A Segmented Topic Model based on the Two-parameter Poisson-Dirichlet Process Lan Du, Wray Buntine and H Jin Conference or Workshop Item (2010)

A segmented topic model based on the two-parameter Poisson-Dirichlet process Lan Du, Wray Buntine and H Jin Article (2010)

Archetypal Analysis for Machine Learning Morten Mørup and Lars Kai Hansen Article Item availablity restricted. (2010)

Automated Translation of Semantic Relationships. Dmitry Davidov and Ari Rappoport Article Item not available online. (2010)

Combining Wikipedia-Based Concept Models for Cross-Language Retrieval Benjamin Roth and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)

Cross-Language Retrieval Using Link-Based Language Models Benjamin Roth and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)

Data Mining Kai Puolamäki, Alessio Bertone, Roberto Théron, Otto Huisman, Jimmy Johansson, Silvia Miksch, Panagiotis Papapetrou and Salvo Rinzivillo Book Section Item not available online. (2010)

Dense 3D facial movement tracking for animation C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Book Section Item not available online. (2010)

Effective Term Weighting for Sentence Retrieval Saeedeh Momtazi, Matthew Lease and Dietrich Klakow Conference or Workshop Item (2010)

Enhanced Sentiment Learning Using Twitter Hashtags and Smileys Dmitry Davidov, Oren Tsur and Ari Rappoport Article Item not available online. (2010)

Enhancing recognition of visual concepts with primitive color histograms via non-sparse multiple kernel learning Alexander Binder and Motoaki Kawanabe Book Section Item not available online. (2010)

Enriched syntax-based meaning representation for answer extraction Grzegorz Chrupala and Georgiana Dinu Conference or Workshop Item Item not available online. (2010)

Experience STORIES: A visual news search and summarization system Ilija Subasic and Bettina Berendt Conference or Workshop Item Item not available online. (2010)

Exploitation of machine learning techniques in modelling phrase movements for machine translation Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Article Item not available online. (2010)

Exploiting long-range dependencies in protein beta-sheet secondary structure prediction Yizhao Ni and Mahesan Niranjan Conference or Workshop Item (2010)

Extraction and Approximation of Numerical Attributes from the Web Dmitry Davidov and Ari Rappoport Article Item not available online. (2010)

Extraction of Biomedical Events Roser Morante, Vincent Van Asch and Walter Daelemans Book Section (2010)

From bursty patterns to bursty facts: The effectiveness of temporal text mining for news Ilija Subasic and Bettina Berendt Conference or Workshop Item Item not available online. (2010)

Gaussian Process Preference Elicitation Edwin Bonilla, Shengbo Guo and Scott Sanner Conference or Workshop Item (2010)

Gradient Field Descriptor for Sketch based Retrieval and Localization H Rui, Mark Barnard and J Collomosse Conference or Workshop Item Item not available online. (2010)

Gradient Field Descriptor for Sketch based Retrieval and Localization Rui Hu, Mark Barnard and John Collomosse Conference or Workshop Item (2010)

ICWSM - A Great Catchy Name: Semi-Supervised Recognition of Sarcastic Sentences in Product Reviews. Oren Tsur, Dmitry Davidov and Ari Rappoport Article Item not available online. (2010)

Image similarity: from syntax to weak semantics Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas and Petri Myllymäki Article Item not available online. (2010)

Improvements to the Sequence Memoizer Jan Gasthaus and Yee Whye Teh Book Section (2010)

Improving Document Clustering in a Learned Concept Space Jean-François Pessiot, Young-Min Kim, Massih Amini and Patrick Gallinari Article Item not available online. (2010)

Improving Document Clustering in a Learned Concept Space Jean-François Pessiot, Young-Min Kim, Massih Amini and Patrick Gallinari Article (2010)

Improving ranking by respecting the multidimensionality and uncertainty of user preferences Bettina Berendt and Veit Köppen Book Section Item not available online. (2010)

Information retrieval perspective to nonlinear dimensionality reduction for data visualization Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Helena Aidos and Samuel Kaski Article Item not available online. (2010)

Kernelized Sorting N. Quadrianto, A.J. Smola, L. Song and Tinne Tuytelaars Article Item not available online. (2010)

Learning Moods and Emotions from Color Combinations Luca Marchesotti, Gabriela Csurka, Craig Saunders and S Skaff Conference or Workshop Item Item not available online. (2010)

Learning the Preferences of News Readers with SVM and Lasso Ranking Elena Hensinger, Ilias Flaounas and Nello Cristianini Book Section (2010)

Motion-sketch based Video Retrieval using a Trellis Levenshtein Distance Rui Hu, Mark Barnard and John Collomosse Conference or Workshop Item (2010)

New filtering approaches for phishing email Andre Bergholz, Jan De Beer, Sebastian Glahn, Marie Francine Moens, Gerhard Paaß and Siehyun Strobel Article Item not available online. (2010)

Optimization of k-Space Trajectories for Compressed Sensing by Bayesian Experimental Design M. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Article (2010)

Query-oriented Clustering: a Multi-objective Approach sylvain lamprier, Tassadit Amghar, Bernard Levrat and Frédéric Saubion Conference or Workshop Item Item not available online. (2010)

Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010 Grzegorz Chrupala, Saeedeh Momtazi, Michael Wiegand, Stefan Kazalski, Fang Xu, Ben Roth, Alexandra Balahur and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)

Semi-Supervised Recognition of Sarcastic Sentences in Twitter and Amazon. Dmitry Davidov, Oren Tsur and Ari Rappoport Article Item not available online. (2010)

Social network analysis of ontology edit logs Nenad Tomasev and Dunja Mladenić Article Item not available online. (2010)

The application of structured learning in natural language processing Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Article (2010)

Traveling among Clusters: a Way to Reconsider the Benefits of the Cluster Hypothesis sylvain lamprier, Tassadit Amghar, Bernard Levrat and Frédéric Saubion Conference or Workshop Item Item not available online. (2010)

Visualization of Online Discussion Forums Mitja Trampus and Marko Grobelnik Conference or Workshop Item (2010)

Within and Across Sentence Boundary Language Model Saeedeh Momtazi, Friedrich Faubel and Dietrich Klakow Conference or Workshop Item (2010)

Yahoo! Answers for Sentence Retrieval in Question Answering Saeedeh Momtazi and Dietrich Klakow Conference or Workshop Item (2010)

Application of Lexical Topic Models to Protein Interaction Sentence Prediction Tamara Polajnar and Mark Girolami Conference or Workshop Item (11 December 2009)

Image Ranking with Eye Movements Kitsuchart Pasupa, Sandor Szedmak and David Hardoon Conference or Workshop Item Item not available online. (11 December 2009)

Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item (07 December 2009)

Convex Non-Negative Matrix Factorization in the Wild Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (06 December 2009)

Convex Non-negative Matrix Factorization in the Wild Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (06 December 2009)

Exponential Family Graph Matching and Ranking James Petterson, Tiberio Caetano, Julian McAuley and Jin Yu Conference or Workshop Item (06 December 2009)

Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item (December 2009)

EDITS: An Open Source Framework for Recognizing Textual Entailment Mehdad Mehdad, Negri Matteo, Cabrio Elena, Kouylekov Milen and Bernardo Magnini Conference or Workshop Item (November 2009)

Active Learning for Network Intrusion Detection Nico Görnitz, Marius Kloft, Konrad Rieck and Ulf Brefeld Conference or Workshop Item (November 2009)

GaZIR: gaze-based zooming interface for image retrieval Laszlo Kozma, Arto Klami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (November 2009)

PicSOM Experiments in TRECVID 2009 Mats Sjöberg, Ville Viitaniemi, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2009)

Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article (08 October 2009)

Learning to Rank Images from Eye Movements Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Arto Klami, Samuel Kaski and Steve Gunn Conference or Workshop Item Item not available online. (04 October 2009)

Ensemble of state-of-the-art methods for polyphonic music comparison David Rizo, Kjell Lemström and José Iñesta Conference or Workshop Item (01 October 2009)

metamidi: a tool for automatic metadata extraction from MIDI files Tomás Pérez-García and José Iñesta Conference or Workshop Item (01 October 2009)

Apprentissage de fonctions d’ordonnancement avec peu d’exemples étiquetés: une application au routage d’information, au résumé de textes et au filtrage collaboratif Tuong-Vinh Truong Thesis (October 2009)

Can Eyes Reveal Interest? - Implicit Queries from Gaze Patterns Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor Article Item availablity restricted. (October 2009)

CONTEXTUALIZED VISUALIZATION OF ONTOLOGIES AND ONTOLOGY NETWORKS Bostjan Pajntar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)

ENRYCHER – SERVICE ORIENTED TEXT ENRICHMENT Tadej Stajner, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2009)

Flickr Hypergroups Radu Negoescu, Brett Adams, Dinh Phung, Svetha Venkatesh and Daniel Gatica-Perez Conference or Workshop Item Item availablity restricted. (October 2009)

Improved Semantic Graphs with Word Sense Disambiguation Delia Rusu, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)

Improving Text Categorization Bootstrapping via Unsupervised Learning Alfio Gliozzo, Carlo STRAPPARAVA and Ido Dagan Article Item not available online. (October 2009)

Learning event templates on news articles Mitja Trampus and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)

Probabilistic Temporal Process Model for Knowledge Processes: Handling a Stream of Linked Text Marko Grobelnik, Dunja Mladenić and Jure Ferlez Conference or Workshop Item Item not available online. (October 2009)

Visual Analysis of Documents with Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (October 2009)

Visual Category Recognition Using Spectral Regression and Kernel Discriminant Analysis Muhammad Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk, K.E.A. van de Sande and T Gevers Conference or Workshop Item Item not available online. (October 2009)

Overview and results of Morpho Challenge 2009 Mikko Kurimo, Sami Virpioja, Ville Turunen, Graeme Blackwood and William Byrne Conference or Workshop Item Item not available online. (30 September 2009)

Learning Preferences with Hidden Common Cause Relations Kristian Kersting and Zhao Xu Conference or Workshop Item Item not available online. (07 September 2009)

Constructing information networks from textual documents Matjaz Jursic, Nada Lavrac, Igor Mozetic, Vid Podpecan and Hannu Toivonen Conference or Workshop Item Item not available online. (September 2009)

INRIA-LEARs participation to ImageCLEF 2009 Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid and Jakob Verbeek Conference or Workshop Item (September 2009)

Learning Preferences with Hidden Common Cause Relations Kristian Kersting and Zhao Xu Conference or Workshop Item Item not available online. (September 2009)

Protocol for Web Description Resources (POWDER): Formal Semantics Stasinos Konstantopoulos and Phil Archer Other Item not available online. (September 2009)

Storyboard sketches for content based video retrieval John Collomosse, Graham McNeill and Yu Qian Conference or Workshop Item (September 2009)

TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item (September 2009)

Temporal analysis of text data using latent variable models Lasse Mølgaard, Jan Larsen and Cyril Goutte Conference or Workshop Item (September 2009)

Can relevance of images be inferred from eye movements? Kitsuchart Pasupa, Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item Item not available online. (24 August 2009)

VISCI Virtual Intelligent Space for Collaborative Innovation - Project Description Kristiina Kumpulainen, Petri Myllymäki, Riitta Smeds, Juha Kronqvist and Päivi Pöyry-Lassila Conference or Workshop Item (18 August 2009)

Concept learning for Image and Video Retrieval: The inverse random under sampling approach Muhammad Tahir, Josef Kittler, Krystian Mikolajczyk and Fei Yan Conference or Workshop Item Item not available online. (August 2009)

Discovering unexpected documents in corpora François Jacquenet and Christine Largeron Article Item not available online. (August 2009)

Optimizing Textual Entailment Recognition Using Particle Swarm Optimization Yashar Mehdad and Bernardo Magnini Conference or Workshop Item (August 2009)

Stochastic language models for music information retrieval Carlos Pérez-Sancho Thesis (20 July 2009)

Jointly Optimising Relevance and Diversity in Image Retrieval Thomas Deselaers, Tobias Gass, Philippe Dreuw and Hermann Ney Conference or Workshop Item (08 July 2009)

X-ray Image Categorization and Retrieval Using Patch-based Visual Words Representation Uri Avni, Hayit Greenspan, Michal Sharon, Eli Konen and Jacob Goldberger Conference or Workshop Item (04 July 2009)

Discovery of interactive graphs for understanding and searching time-indexed corpora Ilija Subasic and Bettina Berendt Article Item not available online. (July 2009)

Document Visualization Based on Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (July 2009)

Workflow Mining Application to Ambient Intelligence Behaviour Modelling Carlos Fernandez, Juan-Pablo Lázaro and José Miguel Benedí Conference or Workshop Item Item not available online. (July 2009)

Explicit probabilistic models for databases and networks Tijl De Bie Monograph Item not available online. (29 June 2009)

Unsupervised decomposition of words for speech recognition and retrieval Mikko Kurimo, Teemu Hirsimäki, Ville Turunen, Sami Virpioja and Niklas Raatikainen Conference or Workshop Item Item availablity restricted. (24 June 2009)

Automatically Classifying Documents by Ideological and Organizational Affiliation Moshe Koppel, Navot Akiva, Eli Alshech and Kfir Bar Conference or Workshop Item Item not available online. (08 June 2009)

A Comparative Study of Features for Keyphrase Extraction Katja Hofmann, Manos Tsagias, Edgar Meij and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)

Exploiting Surface Features for the Prediction of Podcast Preference Manos Tsagias, Martha Larson and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)

Learning Semantic Query Suggestions Edgar Meij, Marc Bron, Laura Hollink, Bouke Huurnink and Maarten de Rijke Conference or Workshop Item Item not available online. (01 June 2009)

Morpho Challenge - evaluation of algorithms for unsupervised learning of morphology in various tasks and languages Mikko Kurimo, Sami Virpioja, Ville Turunen and Teemu Hirsimäki Conference or Workshop Item Item availablity restricted. (01 June 2009)

Predicting the Volume of Comments on Online News Stories Manos Tsagias, Maarten de Rijke and Wouter Weerkamp Conference or Workshop Item Item availablity restricted. (01 June 2009)

Semi-automated ontology learning: the BOEMIE approach George Petasis, Vangelis Karkaletsis, Anastasia Krithara and Constantinos D. Spyropoylos Conference or Workshop Item (01 June 2009)

The Impact of Document Structure on Keyphrase Extraction Katja Hofmann, Manos Tsagias, Edgar Meij and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)

Automatically classifying documents by ideological and organizational affiliation Moshe Koppel, Navot Akiva, Eli Alshech and Kfir Bar Conference or Workshop Item (June 2009)

Bayesian inference for Plackett-Luce ranking model John Guiver and Ed Snelson Conference or Workshop Item (June 2009)

Combining local feature histograms of different granularities Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)

Detecting the bias in media with statistical learning methods Blaz Fortuna, Carolina Galleguillos and Nello Cristianini Book Section Item not available online. (June 2009)

Improving automatic video retrieval with semantic concept detection Markus Koskela, Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)

Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2009)

Optimal combination of SOM search in best-matching units and map neighborhood Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)

Text clustering with mixture of von Mises-Fisher distributions A, Banerjee, I. S. Dhillon, J. Ghosh and Suvrit Sra Book Section Item not available online. (June 2009)

Comparison of Retrieval-Based Hierarchical Clustering Approaches to Person Name Disambiguation Christof Monz and Wouter Weerkamp Conference or Workshop Item (01 May 2009)

Authorship Attribution in the Wild Moshe Koppel, Jonathan Schler and Shlomo Argamon Article (May 2009)

Demo: HistoryViz – Visualizing events and relations extracted from Wikipedia Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (May 2009)

Genre classification using chords and stochastic language models Carlos Pérez-Sancho, David Rizo and José Iñesta Article Item availablity restricted. (May 2009)

Securing IMS against Novel Threats Stefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article Item not available online. (May 2009)

A self--training method for learning to rank with unlabeled data Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (22 April 2009)

Question answering based on semantic graphs Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (21 April 2009)

Visualization by linear projections as information retrieval Jaakko Peltonen Conference or Workshop Item Item not available online. (02 April 2009)

Automatic Single-Document Key Fact Extraction from Newswire Articles Itamar Kastner and Christof Monz Conference or Workshop Item (01 April 2009)

ALT '07 Special Issue Marcus Hutter and R.A. Servedio Article (April 2009)

Image Ranking with Implicit Feedback from Eye Movements David Hardoon and Kitsuchart Pasupa Conference or Workshop Item Item not available online. (22 March 2009)

Learning relevant eye movement feature spaces across users Zakria Hussain, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item Item not available online. (22 March 2009)

Morpho Challenge evaluation by information retrieval Mikko Kurimo, Mathias Creutz and Matti Varjokallio Book Section Item not available online. (01 March 2009)

Overview of Morpho Challenge 2008 Mikko Kurimo, Ville Turunen and Matti Varjokallio Book Section Item not available online. (01 March 2009)

Reducing the Plagiarism Detection Search Space on the basis of the Kullback-Leibler Distance Alberto Barrón Cedeño, Paolo Rosso and José Miguel Benedí Conference or Workshop Item Item not available online. (March 2009)

Second Conference of Artificial General Intelligence Ben Goertzel, Pascal Hitzler and Marcus Hutter Book (March 2009)

Automatically Profiling the Author of an Anonymous Text Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article Item not available online. (February 2009)

ERS, une plate-forme bibliométrique Emilie Samuel and Colin de la Higuera Article Item not available online. (February 2009)

Finding interesting itemsets using a probabilistic model for binary databases Tijl De Bie Monograph Item not available online. (February 2009)

Learning Machine Translation Book Item not available online. (February 2009)

Predictive Text Input in a Mobile Shopping Assistant: Methods and Interface Design Petteri Nurmi, Andreas Forsblom, Patrik Floréen, Peter Peltonen and Petri Saarikko Conference or Workshop Item (February 2009)

Supervised nonlinear dimensionality reduction by neighbor retrieval Jaakko Peltonen, Helena Aidos and Samuel Kaski Conference or Workshop Item Item not available online. (16 January 2009)

XML-Based Approaches for the Integration of Heterogeneous Bio-Molecular Data Marco Mesiti, E. Jimenez-Ruiz, Ismael Sanz, R. Berlanga-Llavori, Paolo Perlasca, Giorgio Valentini and D. Manset Article (2009)

A Multidisciplinary Approach to Unlocking Television Broadcast Archives Laura Hollink, Bouke Huurnink, Michiel van Liempt, Maarten de Rijke and Arnold W.M. Smeulders Article Item not available online. (2009)

An Incremental GEM Framework for Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction S. Harmeling, S. Sra, M. Hirsch and B. Schölkopf Monograph (2009)

An introduction to kernel learning algorithms P.V. Gehler and B. Schölkopf Book Section Item not available online. (2009)

Annotating Images by Harnessing Worldwide User-Tagged Photos Xirong Li, Cees G.M. Snoek and Marcel Worring Conference or Workshop Item Item not available online. (2009)

Can Eyes Reveal Interest? Implicit Queries from Gaze Patterns Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor Article (2009)

Can eyes reveal interest? Implicit queries from gaze patterns Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor Article Item availablity restricted. (2009)

Can Social Tagged Images Aid Concept-Based Video Search? Arjan T. Setz and Cees G.M. Snoek Conference or Workshop Item Item not available online. (2009)

Center-surround patterns emerge as optimal predictors for human saccade targets W. Kienzle, M.O. Franz, B. Schölkopf and F.A. Wichmann Article (2009)

Composite kernels for relation extraction Frank Reichartz, Hannes Korte and Gerhard Paaß Article Item not available online. (2009)

Concept-Based Video Retrieval Cees G.M. Snoek and Marcel Worring Article Item not available online. (2009)

Crossing textual and visual content in different application scenarios Julien Ah-Pine, Marco Bressan, Stephane Clinchant, Gabriela Csurka, Yves Hoppenot and Jean-Michel Renders Article Item not available online. (2009)

Data mining, interactive semantic structuring, and collaboration: A diversity-aware method for sense-making in search Verbeke Mathias, Bettina Berendt and Siegfried Nijssen Conference or Workshop Item Item not available online. (2009)

Dependency Tree Kernels for Relation Extraction from Natural Language Text Frank Reichartz, Hannes Korte and Gerhard Paaß Article Item not available online. (2009)

Detecting Macro-patterns in the European Mediasphere Ilias Flaounas, Marco Turchi and Nello Cristianini Conference or Workshop Item Item not available online. (2009)

Does Cognitive Science Need Kernels? F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2009)

Enhancement of Lexical Concepts Using Cross-lingualWeb Mining Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)

Factored Sequence Kernels Nicola Cancedda and Pierre Mahe' Article Item availablity restricted. (2009)

Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions D. Corfield, B. Schölkopf and V. Vapnik Article (2009)

Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)

Graph characteristics from the heat kernel trace Bai Xiao, Richard Wilson and Edwin Hancock Article Item not available online. (2009)

Handling phrase reorderings for machine translation Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Conference or Workshop Item (2009)

Hierarchical Dirichlet Trees for Information Retrieval Yee Whye Teh and Gholamreza Haffari Conference or Workshop Item Item not available online. (2009)

Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item Item not available online. (2009)

Incorporating Prior Knowledge on Class Probabilities into Local Similarity Measures for Intermodality Image Registration M. Hofmann, B. Schölkopf, I. Bezrukov and N.D. Cahill Conference or Workshop Item (2009)

Learning Color Names for Real-World Applications Joost van de Weijer, Cordelia Schmid, Jakob Verbeek and Diane Larlus Article Item not available online. (2009)

Learning Social Tag Relevance by Neighbor Voting Xirong Li, Cees G.M. Snoek and Marcel Worring Article Item not available online. (2009)

Markerless 3D Face Tracking C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Conference or Workshop Item (2009)

Matching Pursuit Kernel Fisher Discriminant Analysis Tom Diethe, Zakria Hussain, David Hardoon and John Shawe-Taylor Conference or Workshop Item (2009)

Measuring graph topology for interactive temporal event detection Bettina Berendt and Ilija Subasic Article Item not available online. (2009)

MediaMill: Guiding the User to Results Using the ForkBrowser Ork de Rooij, Cees G.M. Snoek and Marcel Worring Conference or Workshop Item Item not available online. (2009)

N-gram graphs: Representing documents and document sets in summary system evaluation George Giannakopoulos and Vangelis Karkaletsis Conference or Workshop Item (2009)

On Smoothing and Inference for Topic Models Arthur Asuncion, Max Welling, Padraic Smyth and Yee Whye Teh Conference or Workshop Item (2009)

Optimization of k-Space Trajectories by Bayesian Experimental Design M. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Conference or Workshop Item Item not available online. (2009)

Personalizing Web Directories with the aid of Web Usage Data Dimitris Pierrakos and Georgios Paliouras Article Item not available online. (2009)

Probabilistic retrieval and visualization of biologically relevant microarray experiments José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma and Samuel Kaski Article Item not available online. (2009)

Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery Book Item not available online. (2009)

Reliable Steganalysis Using a Minimum Set of Samples and Features Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (2009)

RevRank: A Fully Unsupervised Algorithm for Selecting the Most Helpful Book Reviews Yosef Solewicz and Ari Rappoport Article (2009)

Semantics-based analysis and navigation of heterogeneous text corpora: the Porpoise news and blogs engine Bettina Berendt and Daniel Trümper Book Section Item not available online. (2009)

Sparse online model learning for robot control with support vector regression D. Nguyen-Tuong, B. Schölkopf and J. Peters Conference or Workshop Item Item not available online. (2009)

STORIES in time: a graph-based interface for news tracking and discovery Bettina Berendt and Ilija Subasic Conference or Workshop Item Item not available online. (2009)

Structure learning for natural language processing Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Conference or Workshop Item (2009)

The MediaMill TRECVID 2009 Semantic Video Search Engine Cees G.M. Snoek and Et Al. Conference or Workshop Item Item not available online. (2009)

Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)

Translation and Extension of Concepts Across Languages Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)

Unsupervised and constrained dirichlet process mixture models for verb clustering Andreas Vlachos, Anna Korhonen and Zoubin Ghahramani Conference or Workshop Item (2009)

Unsupervised Concept Discovery In Hebrew Using Simple Unsupervised Word Prefix Segmentation for Hebrew and Arabic Elad Dinur, Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)

Using Term-matching Algorithms for the Annotation of Geo-services Miha Grcar, Eva Klien and Blaz Novak Monograph Item not available online. (2009)

Visual analytics. Final report. Paula Järvinen, Kai Puolamäki, Pekka Siltanen and Markus Ylikerälä Monograph Item not available online. (2009)

Regression Canonical Correlation Analysis Jan Rupnik and Blaz Fortuna Conference or Workshop Item Item not available online. (13 December 2008)

Stochastic text models for music categorization Carlos Pérez-Sancho, David Rizo and José Iñesta Article (02 December 2008)

An efficient search algorithm for content-based image retrieval with user feedback Alex Leung and Peter Auer Article Item not available online. (December 2008)

Block iterative algorithms for non-negative matrix approximation Suvrit Sra Conference or Workshop Item Item not available online. (December 2008)

DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification Simon Lacoste-Julien, Fei Sha and Michael I. Jordan Article (December 2008)

Stacked Dependency Networks for Layout Document Structuring Boris Chidlovskii and Loic Lecerf Article Item not available online. (December 2008)

A statistical approach to crosslingual natural language tasks David Pinto, Jorge Civera, Alberto Barrón, Alfons Juan and Paolo Rosso Article Item not available online. (November 2008)

Accurate image search using the contextual dissimilarity measure Herve Jegou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek Article Item not available online. (November 2008)

Capturing document semantics for ontology generation and document summarization David Baxter, Bryan Klimt, Marko Grobelnik, David Schneider, Michael Witbrock and Dunja Mladenić Book Section Item not available online. (November 2008)

Introduction to semantic knowledge managment John Davies, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (November 2008)

Mining digital music score collections: melody extraction and genre recognition Ponce de León pedro J., José Iñesta and Rizo David Book Section (November 2008)

PicSOM experiments in TRECVID 2008 Markus Koskela, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2008)

SemanticTechnology for capturing communication inside an organization Marko Grobelnik, Dunja Mladenić and Blaz Fortuna Book Section Item not available online. (November 2008)

Visualization of temporal semantic spaces Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (November 2008)

Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item (30 October 2008)

Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item Item not available online. (October 2008)

Natural language retrieval of grocery products Petteri Nurmi, Eemil Lagerspetz, Wray Buntine, Patrik Floréen, Joonas Kukkonen and Peter Peltonen Conference or Workshop Item (October 2008)

Vers un physiome XML pour le Physiome rénal. Fariza Tahi, Boubacar Benziane, Amel Bouzeghoub, Didier Courtaud, Abdelatif Elbyed, Assia Soukane, Randy Thomas and farida zehraoui Monograph Item not available online. (October 2008)

Weather Talk - extracting weather information by text mining Vasileios Lampos Thesis (30 September 2008)

Latent grouping models for user preference prediction Eerika Savia, Kai Puolamäki and Samuel Kaski Article Item not available online. (03 September 2008)

Approximate Kernels for Trees Konrad Rieck, Tammo Krueger and Ulf Brefeld Article (September 2008)

Unsupervised Morpheme Analysis Evaluation by a Comparison to a Linguistic Gold Standard -- Morpho Challenge 2008 Mikko Kurimo and Matti Varjokallio Conference or Workshop Item (15 August 2008)

Unsupervised Morpheme Analysis Evaluation by IR experiments -- Morpho Challenge 2008 Mikko Kurimo and Ville Turunen Conference or Workshop Item (15 August 2008)

Working Notes for the InFile Campaign : Online Document Filtering Using 1 Nearest Neighbor Vincent Bodinier, Ali Mustafa Qamar and Eric Gaussier Conference or Workshop Item (15 August 2008)

A Self-Learning System for Detection of Anomalous SIP Messages Konrad Rieck, Stefan Wahl, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article (August 2008)

Authorship attribution and verification with many authors and limited data Kim Luyckx and Walter Daelemans Conference or Workshop Item (August 2008)

Improved neighborhood-based algorithms for large-scale recommender systems. Andreas Töscher, Michael Jahrer and Robert Legenstein Conference or Workshop Item Item not available online. (August 2008)

Learning context-free grammars to extract relations from text Georgios Petasis, Vangelis Karkaletsis, Georgios Paliouras and Constantine D. Spyropoulos Conference or Workshop Item Item availablity restricted. (23 July 2008)

ERS: Evaluating Reputations of Scientific Journals Emilie Samuel and Colin de la Higuera Conference or Workshop Item Item not available online. (21 July 2008)

Genre classification of music by tonal harmony Carlos Pérez-Sancho, David Rizo, Stefan Kersten and Rafael Ramirez Conference or Workshop Item (July 2008)

Learning and Classification of Malware Behavior Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Düssel and Pavel Laskov Article (July 2008)

Learning to Learn Implicit Queries from Gaze Patterns Kai Puolamäki, Antti Ajanki and Samuel Kaski Conference or Workshop Item Item not available online. (July 2008)

Melody Characterization by a Genetic Fuzzy System Ponce de León Pedro J., Rizo David, Ramírez Rafael and José Iñesta Book Section (July 2008)

Product Retrieval for Grocery Stores Petteri Nurmi, Eemil Lagerspetz, Wray Buntine, Patrik Floréen and Joonas Kukkonen Conference or Workshop Item (July 2008)

Text classification with a Primal SVM endowed with domain knowledge Emilio Parrado-Hernandez and David Hardoon Monograph (08 June 2008)

Apprentissage automatique pour l'extraction de caractéristiques - Application au partitionnement de documents, au résumé automatique et au filtrage collaboratif Jean-François Pessiot Thesis (June 2008)

Proceedings of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008) Book Item not available online. (June 2008)

Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (PRIS 2008) Book Item not available online. (June 2008)

Report on the XML mining track at INEX 2007 Ludovic Denoyer and Patrick Gallinari Article Item not available online. (June 2008)

Semantic lattices for multiple annotation of images Anne-Marie Tousch, Stéphane Herbin and Jean-Yves Audibert Conference or Workshop Item Item not available online. (June 2008)

Exploiting temporal and inter-concept co-occurrence structure to detect high-level features in broadcast videos Ville Viitaniemi, Mats Sjöberg, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (May 2008)

Tree structured and combined methods for comparing metered polyphonic music Rizo David, Lemström Kjell and José Iñesta Conference or Workshop Item (May 2008)

Manifold learning using robust graph Laplacian for interactive image retrieval Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (April 2008)

Semi-supervised Structured Prediction Models Ulf Brefeld Thesis (April 2008)

Analyse de la robustesse des algorithmes de méta-recherche discriminante Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (March 2008)

Apprentissage d'un espace de concepts de mots pour une nouvelle représentation des données textuelles Young Min Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (01 February 2008)

Une Méthode Contextuelle d'Extension de Requête avec des Groupements de Mots pour le Résumé Automatique Jean-François Pessiot, Young Min Kim, Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (01 February 2008)

Object recognition and retrieval by context dependent similarity kernels Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa and Renaud Keriven Conference or Workshop Item Item not available online. (February 2008)

Travel Blog Assistant System (TBAS): An example scenario of how to enrich text with images and images with text using online multimedia repositories Marco Bressan, Gabriela Csurka, Yves Hoppenot and Jean-Michel Renders Conference or Workshop Item (22 January 2008)

Improving Flickr discovery through Wikipedias Federico Gobbo Conference or Workshop Item (09 January 2008)

Virtual communities as Narrative Processes Marco Benini and Federico Gobbo Conference or Workshop Item (09 January 2008)

Linear-Time Computation of Similarity Measures for Sequential Data Konrad Rieck and Pavel Laskov Article (January 2008)

A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data Massih Amini, Vinh truong and Cyril Goutte Conference or Workshop Item (2008)

A Discriminative Kernel-based Model to Rank Images from Text Queries David Grangier and Samy Bengio Article (2008)

Advancing topic ontology learning through term extraction. Blaz Fortuna, Nada Lavrac and Paola Velardi Article Item not available online. (2008)

An Extension of PLSA for Document Clustering Youngmin Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)

An extension of PLSA for document clustering Young-Min Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)

Authorship Attribution in Law Enforcement Scenarios Moshe Koppel, Jonathan Schler and Eran Messeri Book Section Item not available online. (2008)

Automated Characterization and Identification of Schizophrenia in Writing Rael Strous, Moshe Koppel, Jonathan Fine, S Nahaliel, G Shaked and Ari Zivotofsky Article Item not available online. (2008)

Automatic Face Naming with Caption-based Supervision Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item Item not available online. (2008)

Bayesian Nonparametric Hidden Markov Models with application to the analysis of copy-number-variation in mammalian genomes Omiros Papaspiliopoulos, Chris Yau, Gareth Roberts and Chris Holmes Article Item not available online. (2008)

Collapsed Variational Inference for HDP Yee Whye Teh, Kenichi Kurihara and Max Welling Conference or Workshop Item Item not available online. (2008)

Computational Methods in Authorship Attribution Moshe Koppel, Jonathan Schler and Shlomo Argamon Article Item not available online. (2008)

Contextualizing ontologies with ontolight : a pragmatic approach Marko Grobelnik, Janez Brank, Blaz Fortuna and Igor Mozetic Article Item not available online. (2008)

Cross-lingual search over 22 european languages Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2008)

Detecting the bias in media with statistical learning methods Blaz Fortuna, Carolina Galleguillos and Nello Cristianini Book Section Item not available online. (2008)

Efficient Bayesian Methods for Clustering Katherine Heller Thesis (2008)

Feature selection for the classification of large document collections Janez Brank, Dunja Mladenić, Marko Grobelnik and Natasa Milic-Frayling Article Item not available online. (2008)

FUZZY CLUSTERING OF DOCUMENTS Matjaz Jursic and Nada Lavrac Conference or Workshop Item Item not available online. (2008)

Hybrid Variational/Gibbs Inference in Topic Models Max Welling, Yee Whye Teh and Bert Kappen Conference or Workshop Item Item not available online. (2008)

Improving People Search Using Query Expansions: How Friends Help To Find People Thomas Mensink and Jakob Verbeek Conference or Workshop Item Item not available online. (2008)

Learning aspect models with partially labeled data Anastasia Krithara Thesis (2008)

Multiview Learning with Labels Tom Diethe, David Hardoon and John Shawe-Taylor Conference or Workshop Item (2008)

Named Entity Recognition by Neural Sliding Window Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo and Nicola Lamberti Conference or Workshop Item (2008)

Online graph prediction with random trees Nicolo' Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2008)

Overview of the ImageCLEF 2007 Object Retrieval Task Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, Jason D.R. Farquhar, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández Gracidas, Steven C.H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaguang Rui, Nicu Sebe, Julian Stöttinger and Lei Wu Book Section Item not available online. (2008)

Pattern Analysis, Statistical Modelling and Computational Learning 2004-2008. The PASCAL brochure. Peter Bentley Other Item not available online. (2008)

Report on the XML mining track at INEX 2007 categorization and clustering of XML documents Ludovic Denoyer and Patrick Gallinari Article Item not available online. (2008)

Ripple down rule learning for automated word lemmatisation Plisson Joël, Nada Lavrac, Dunja Mladenić and Erjavec Tomaz Article Item not available online. (2008)

SEMANTIC GRAPHS DERIVED FROM TRIPLETS WITH APPLICATION IN DOCUMENT SUMMARIZATION Delia Rusu, Blaz Fortuna, Marko Grobelnik and Dunja Mladenic Conference or Workshop Item Item not available online. (2008)

Semantic Modeling, Translation and Matching of QoS Alexandra Moraru, Blaz Fortuna and Carolina Fortuna Conference or Workshop Item Item not available online. (2008)

Semi-supervised Document Classification with a Mislabeling Error Model Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte Conference or Workshop Item (2008)

Testing the use of N-gram Grahps in Summarization Sub-tasks George Giannakopoulos, Vangelis Karkaletsis and George Vouros Conference or Workshop Item (2008)

The Double-Barrelled LASSO David Hardoon and John Shawe-Taylor Conference or Workshop Item (2008)

Topic detection and tracking in a stream of documents Blaz Novak Thesis Item not available online. (2008)

Toroidal models in tonal theory and pitch- class analysis Hendrik Purwins, Benjamin Blankertz and Klaus Obermayer Book Section (2008)

Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval Stephane Clinchant, Jean-Michel Renders and Gabriela Csurka Book Section Item not available online. (2008)

Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Article (2008)

XML-based approaches for the integration of heterogeneous bio-molecular data M. Mesiti, E.J. Ruiz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Conference or Workshop Item (2008)

XRCE’s Participation to ImageCLEF 2008 Julien Ah-Pine, Claudio Cifarelli, Stéphane Clinchant, Gabriela Csurka and Jean-Michel Renders Conference or Workshop Item Item not available online. (2008)

Apprentissage de fonctions de classification et d'ordonnancement avec des données partiellement étiquetées Massih Amini Thesis (11 December 2007)

Scene Segmentation with CRFs Learned from Partially Labeled Images Jakob Verbeek and William Triggs Conference or Workshop Item (03 December 2007)

Discovering music structure via similarity fusion J. Arenas-García, E. Parrado-Hernandez, Anders Meng, Jan Larsen and L.K. Hansen Conference or Workshop Item (December 2007)

Graph-based methods for manifold learning Jean-Yves Audibert Conference or Workshop Item Item not available online. (December 2007)

Improving the accuracy of global feature fusion based image categorisation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (December 2007)

Sparse CCA for Bilingual Word Generation David Hardoon and John Shawe-Taylor Conference or Workshop Item Item not available online. (27 November 2007)

Apprentissage Statistique pour la Constitution de Corpus d'évaluation Huyen-Trang Vu and Patrick Gallinari Article Item not available online. (19 November 2007)

Information Extraction and Classification from Free Text Using a Neural Approach Ignazio Gallo and Elisabetta Binaghi Article (14 November 2007)

A contextual normalised edit distance Colin de la Higuera and Luisa Mico Conference or Workshop Item Item not available online. (November 2007)

Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (November 2007)

Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues Eduarda Medres Rodrigues, Natasa Milic-Frayling and Blaz Fortuna Conference or Workshop Item (November 2007)

Empirical investigations on benchmark tasks for automatic image annotation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2007)

PicSOM experiments in TRECVID 2007 Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen and Philip Prentis Conference or Workshop Item Item not available online. (November 2007)

The Mind Reading Wizards Peter Bentley Article Item not available online. (30 October 2007)

Graph Laplacian for interactive image retrieval Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (October 2007)

Algebraic and spectral methods for network anomaly detection. Given at: NATO school on Mining Massive Datasets for Security Italy, Sep. 2007 Naftali Tishby Conference or Workshop Item (05 September 2007)

A thousand words in a scene Pedro Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez and Tinne Tuytelaars Article (September 2007)

Asymmetric Term Alignment with Selective Contiguity Constraints by Multi-Tape Automata Madalina Barbaiani, Nicola Cancedda, Chris Dance, Szilard Fazekas, Tamas Gaal and Eric Gaussier Conference or Workshop Item (September 2007)

MINI: Mining Informative Non-redundant Itemsets arianna gallo, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2007)

Mining the blogosphere: age, gender, and the varieties of self-expression Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article (September 2007)

Overview of the ImageCLEF 2007 Object Retrieval Task Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, Andras Benczur, Matyas Brendel, Balint Daroczy, Escalante Balderas, Hugo Jair, Theo Gevers, Carlos Arturo Hernandez Gracidas, Steven Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger and Lei Wu Conference or Workshop Item Item not available online. (September 2007)

Proceedings of the IEEE machine learning for signal processing XVII Book Item not available online. (September 2007)

Rushes summarization with Self-Organizing Maps Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (September 2007)

The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Raetsch, Bernhard Schölkopf, Alex Smola, Pascal Vincent, Jason Weston and Robert Williamson Article (September 2007)

Thoughts on evaluation of image retrieval inspired by ImageCLEF 2007 object retrieval task Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (September 2007)

XRCE’s Participation to CLEF 2007 Domain-specific Track Stephane Clinchant and Jean-Michel Renders Conference or Workshop Item Item not available online. (September 2007)

XRCE’s Participation to ImageCLEFphoto 2007 Stephane Clinchant, Jean-Michel Renders and Gabriela Csurka Conference or Workshop Item Item not available online. (September 2007)

What Are You Looking At? Peter Bentley Article (31 August 2007)

Overview of Morpho Challenge in CLEF 2007 Mikko Kurimo, Mathias Creutz and Ville Turunen Conference or Workshop Item (11 August 2007)

Unsupervised Morpheme Analysis Evaluation by IR experiments at Morpho Challenge 2007 Mikko Kurimo, Mathias Creutz and Ville Turunen Conference or Workshop Item (11 August 2007)

Unsupervised Morpheme Analysis Evaluation by a Comparison to a Linguistic Gold Standard at Morpho Challenge 2007 Mikko Kurimo, Mathias Creutz and Matti Varjokallio Conference or Workshop Item (11 August 2007)

Unveiling Music Structure via PLSA Similarity Fusion Jerónimo Arenas-Garcia, Anders Meng, Kaare B. Petersen, Tue Lehn-Schioler, Lars K. Hansen and Jan Larsen Conference or Workshop Item (August 2007)

Une application en bibliométrie basée sur DBLP et l'algorithme PageRank Emilie Samuel, Colin de la Higuera, François Jacquenet, Fabrice Muhlenbach and Thierry Murgue Conference or Workshop Item Item availablity restricted. (02 July 2007)

Morfessor and VariKN machine learning tools for speech and language technology Vesa Siivola, Mathias Creutz and Mikko Kurimo Conference or Workshop Item (01 July 2007)

Evaluating the performance in automatic image annotation: example case by adaptive fusion of global image features Ville Viitaniemi and Jorma Laaksonen Article Item not available online. (July 2007)

ImageEval: XRCE Approaches Stephane Clinchant, Gabriela Csurka, Florent Perronin and Jean-Michel Renders Conference or Workshop Item Item not available online. (July 2007)

OntoGen: Semi-automatic Ontology Editor Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (July 2007)

An optimal reduced representation of a MoG with applications to medical image database classification Jacob Goldberger, Hayit Green and Jeremie Dreyfuss Conference or Workshop Item (21 June 2007)

Region classification with Markov field aspect models Jakob Verbeek and William Triggs Conference or Workshop Item (18 June 2007)

Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Article Item availablity restricted. (14 June 2007)

A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2007)

Evaluating performance of automatic image annotation: example case by fusing global image features Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2007)

Fully unsupervised discovery of concept-specific relationships by web mining Dmitry Davidov, Ari Rappoport and Moshe Koppel Conference or Workshop Item (June 2007)

Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (June 2007)

Measuring differentiability: unmasking pseudonymous authors Moshe Koppel, Jonathan Schler and Elisheva Bonchek-Dokow Article (June 2007)

The Third PASCAL Recognizing Textual Entailment Challenge Danilo Giampiccolo, Bernardo Magnini, Ido Dagan and Bill Dolan Conference or Workshop Item (June 2007)

From Layout to Semantic: A Reranking Model for Mapping Web Documents to Mediated XML Representations Guillaume Wisniewski and Patrick Gallinari Conference or Workshop Item (May 2007)

Indexing Confusion Networks for Morph-based Spoken Document Retrieval Ville Turunen and Mikko Kurimo Conference or Workshop Item (15 April 2007)

Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Monograph (April 2007)

Filtrage Collaboratif avec un Algorithme d'Ordonnancement Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (28 March 2007)

Incorporating Prior Knowledge on Features into Learning Eyal Krupka and Naftali Tishby Article (21 March 2007)

Using alignment for multilingual text compression Ehud S. Conley and Shmuel T. Klein Article (16 March 2007)

Emerge and spread models and word burstiness Peter Sunehag Book Section (March 2007)

Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (March 2007)

Apprentissage semi--supervisé de fonctions d'ordonnancement Vinh Truong and Massih Amini Conference or Workshop Item (23 January 2007)

A Kernel Canonical Correlation Analysis for Learning the Semantics of Text Blaz Fortuna, Nello Cristianini and John Shawe-Taylor Book Section Item not available online. (January 2007)

Haplotype inference in general pedigrees using the cluster variation method. Kees Albers Article Item not available online. (2007)

A Convex Optimization Approach to Modeling Consumer Heterogeneity in Conjoint Estimation Theodoros Evgeniou, Massimiliano Pontil and Olivier Toubia Article Item not available online. (2007)

ADVANCING TOPIC ONTOLOGY LEARNING THROUGH TERM EXTRACTION Blaz Fortuna, Nada Lavrac and Paola Velardi Conference or Workshop Item Item not available online. (2007)

An extension of precision-recall with user modelling (PRUM): Application to XML retrieval. Transactions on Information Systems B. Piwowarski, Patrick Gallinari and G. Dupret Article (2007)

An Iterative Signal Detection Algorithm based on Bayesian Belief Propagation Ideas Ian Proudler, Stephen J. Roberts, Steven Reece and Iead Rezek Conference or Workshop Item (2007)

Apprentissage actif pour l'annotation de documents Loïc Lecerf and Boris Chidlovskii Conference or Workshop Item (2007)

Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (2007)

Assessing Data Mining Results via Swap Randomization Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Article (2007)

Automatic evaluation of ontologies Janez Brank, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2007)

Constrained hidden Markov models for population-based haplotyping Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen and Heikki Mannila Article (2007)

Detecting changes in polarimetric SAR data with content-based image retrieval. Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste and Tuomas Häme Conference or Workshop Item Item not available online. (2007)

Detecting man-made structures and changes in satellite imagery with a content-based information retrieval system built on self-organizing maps Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Article Item not available online. (2007)

EXPLORATORY ANALISYSIS OF THE ILPnet2 SOCIAL NETWORK Sergeja Sabo, Miha Grcar, David Fabjan, Peter Ljubic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)

Extracting named entities and relating them over time based on Wikipedia Abhiji Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Article Item not available online. (2007)

Face recognition using Parzenfaces Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)

From social network to light-weight ontology Dunja Mladenić, Marko Grobelnik and Blaz Fortuna Conference or Workshop Item Item not available online. (2007)

Fully Unsupervised Discovery of Concept-Specific Relationships by Web Mining Dmitry Davidov, Ari Rappoport and Moshe Koppel Conference or Workshop Item (2007)

Graph-cut transducers for relevance feedback in content based image retrieval Hichem Sahbi, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (2007)

Inference in the Promedas medical expert system Bastian Wemmenhove, Joris Mooij, Wim Wiegerinck, Martijn Leisink, Bert Kappen and Jan P Neijt Book Section (2007)

Language Models for Detection of Unknown Attacks in Network Traffic Konrad Rieck and Pavel Laskov Article (2007)

Learning from relevant tasks only Samuel Kaski and Jaakko Peltonen Book Section Item not available online. (2007)

Linear and nonlinear generative probabilistic class models for shape contours Graham McNeill and Sethu Vijayakumar Conference or Workshop Item (2007)

Machine learning for resolving researcher affiliation Marjan Sterk, Damijel Vladusic, Eva Milosevic, Jure Ferlez, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)

Machine Learning for Semi-Structured Multimedia Documents : Application to pornographic filtering and thematic categorization. Ludovic Denoyer and Patrick Gallinari Book Section Item not available online. (2007)

Measuring concept similarities in multimedia ontologies: Analysis and evaluations Markus Koskela, Alan F. Smeaton and Jorma Laaksonen Article Item not available online. (2007)

Mining XML Documents Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Christine Rousset, Alexandre Termier and Anne Marie Vercoustre Book Section Item not available online. (2007)

Mining XML Documents L. Candillier, Ludovic Denoyer, Patrick Gallinari, M. C. Rousset, A. Termier and A. N. Vercoustre Book Section Item not available online. (2007)

PREDICTING THE ADDITION OF NEW CONCEPTS IN A TOPIC HIERARCHY Janez Brank, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)

Probabilistic Model for Structured Document Mapping. Guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)

PROCEEDINGS OF THE GRAPH LABELLING WORKSHOP AND WEB SPAM CHALLENGE C. Castillo, B. Davison and Ludovic Denoyer Book Item not available online. (2007)

Projective non-negative matrix factorization with applications to facial image processing Zhirong Yang, Zhijian Yuan and Jorma Laaksonen Article Item not available online. (2007)

Report on the XML Mining Track at INEX 2005 and INEX 2006. Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)

Shared Corpora Working Group Report A. Meyers, N. Ide, Ludovic Denoyer and Y. Shinyama Conference or Workshop Item Item not available online. (2007)

Stacked dependency networks for layout document structuring Boris Chidlovskii and Loïc Lecerf Conference or Workshop Item Item not available online. (2007)

The Google Similarity Distance Rudi Cilibrasi and Paul Vitányi Article (2007)

User profiling for the web Miha Grcar, Dunja Mladenić and Marko Grobelnik Article Item not available online. (2007)

Using text mining and link analysis for software Miha Grcar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2007)

Video segmentation and shot boundary detection using self-organizing maps. Hannes Muurinen and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)

Video summarization with SOMs Jorma Laaksonen, Markus Koskela, Mats Sjöberg, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (2007)

XML Structure Mapping Application to the PASCAL/INEX 2006 XML Document Mining Track francis maes, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)

Part-based Probabilistic Point Matching using Equivalence Constraints Graham McNeill and Sethu Vijayakumar Conference or Workshop Item (December 2006)

Baron Jurij Vega and His Times: celebrating 250 years Tomaž Pisanski, Boris Horvat, Matevž Košir, Primož Lukšic, Alen Orbanic and Marko Boben Book Item not available online. (30 November 2006)

Pascal Workshop, Complex Objects Visualization 2005 - COV2005, Proceedings Tomaž Pisanski, Boris Horvat, Janez Žerovnik, Dunja Mladenić, Marko Grobelnik, Tina Anžič and Smiljana Škvarč Book Item not available online. (23 November 2006)

Learning Based Summarization of XML Documents Massih Amini, Anastasios Tombros, Nicolas Usunier and Mounia Lalmas Article (03 November 2006)

Multivariate Analysis and Kernel Methods for Music Data Analysis Jerónimo Arenas-García, Anders Meng, Kaare Brandt Petersen and Lars Kai Hansen Conference or Workshop Item Item availablity restricted. (02 November 2006)

A comparison of statistical approaches to symbolic genre recognition Carlos Pérez-Sancho, Pedro J. Ponce de León and José Iñesta Book Section (November 2006)

PicSOM Experiments in TRECVID 2006 Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen and Markus Koskela Conference or Workshop Item Item not available online. (November 2006)

Self-organising maps for change detection and monitoring of human activity in satellite imagery Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Conference or Workshop Item Item not available online. (November 2006)

Reducing the Annotation Burden in Text Classification Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item Item availablity restricted. (26 October 2006)

Information Retrieval by Inferring Implicit Queries from Eye Movements David Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (18 October 2006)

IST World – machine learning and data mining at work Jure Ferlez Conference or Workshop Item Item not available online. (11 October 2006)

Extending IST World database with Serbian research publications, Milos Radovanovic, Jure Ferlez, Dunja Mladenić, Marko Grobelnik and Mirjana Ivanovic Conference or Workshop Item Item not available online. (09 October 2006)

Loose Phrase String Kernels Janez Brank Conference or Workshop Item (09 October 2006)

Semi-automatic data-driven ontology construction system Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (09 October 2006)

A Genre Classification Plug-in for Data Collection Tue Lehn-Schiøler, J Arenas-Garcia, K.B. Petersen and L.K. Hansen Conference or Workshop Item Item not available online. (October 2006)

Analysis of Linux Evolution Using Aligned Source Code Segments Antti Rasinen, Jaakko Hollmen and Heikki Mannila Conference or Workshop Item Item availablity restricted. (October 2006)

Itemset Support Queries using Frequent Itemsets and Their Condensed Representations Taneli Mielikäinen, Pance Panov and Saso Dzeroski Conference or Workshop Item (October 2006)

Mel Frequency Cepstral Coefficients: An Evaluation of Robustness of MP3 Encoded Music S. Sigurdson, K.B. Petersen and Jan Larsen Conference or Workshop Item Item not available online. (October 2006)

Semi-Supervised Support Vector Machines and Application to Spam Filtering Alexander Zien Conference or Workshop Item (22 September 2006)

The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined Feature Spaces Alexander Dolia, Tijl De Bie, Chris Harris, John Shawe-Taylor and Mike Titterington Conference or Workshop Item (18 September 2006)

Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels Konrad Rieck, Pavel Laskov and Klaus-Robert Müller Conference or Workshop Item (08 September 2006)

A Discriminative Approach for the Retrieval of Images from Text Queries David Grangier, Florent Monay and Samy Bengio Conference or Workshop Item (September 2006)

A Neural Network to Retrieve Images from Text Queries David Grangier and Samy Bengio Conference or Workshop Item (September 2006)

Auto-classifying Salient Content in Video Alistair Morrison, Paul Tennant, John Williamson and Matthew Chalmers Conference or Workshop Item Item not available online. (September 2006)

Data mining, data fusion, and information management John Shawe-Taylor, Tijl De Bie and Nello Cristianini Article Item not available online. (September 2006)

Learning and clean-up in a large scale music database Lars Kai Hansen, Tue Lehn-Schiøler, T Petersen, J Arenas-Garcia, Jan Larsen and S Jensen Article Item not available online. (September 2006)

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors Mats Sjöberg, Jorma Laaksonen, Matti Pöllä and Timo Honkela Conference or Workshop Item Item not available online. (September 2006)

The Discrete Basis Problem Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das and Heikki Mannila Conference or Workshop Item (September 2006)

Temporal feature integration for Music Organisation Anders Meng Thesis Item not available online. (06 August 2006)

Authorship Attribution with Thousands of Candidate Authors Moshe Koppel, Jonathan Schler, Shlomo Argamon and Eran Messeri Conference or Workshop Item Item not available online. (August 2006)

A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Conference or Workshop Item Item not available online. (August 2006)

Aggregating Time Partitions Taneli Mielikäinen, Evimaria Terzi and Panayiotis Tsaparas Conference or Workshop Item Item not available online. (August 2006)

Assessing data mining results via swap randomization Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Conference or Workshop Item (August 2006)

Using alignment for multilingual text compression Ehud S. Conley and Shmuel T. Klein Conference or Workshop Item (August 2006)

Automatically profiling the author of an anonymous text Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article Item not available online. (31 July 2006)

Lexical Reference: a Semantic Matching Subtask Oren Glickman, Ido Dagan and Eyal Shnarch Conference or Workshop Item (22 July 2006)

Detecting unknown network attacks using language models Konrad Rieck and Pavel Laskov Conference or Workshop Item (13 July 2006)

Active, Semi-Supervised Learning for Textual Information Access Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item (07 July 2006)

Proactive Information Retrieval by User Modeling from Eye Tracking Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola and Samuel Kaski Conference or Workshop Item (06 July 2006)

A Lexical Alignment Model for Probabilistic Textual Entailment Ido Dagan, Oren Glickman and Moshe Koppel Book Section Item availablity restricted. (July 2006)

DirectWord Sense Matching for Lexical Substitution Ido Dagan, Oren Glickman, Alfio Gliozzo, Efrat Marmorshtein and Carlo Strapparava Conference or Workshop Item (July 2006)

Integrating Pattern-based and Distributional Similarity Methods for Lexical Entailment Acquisition Shachar Mirkin, Ido Dagan and Maayan Geffet Conference or Workshop Item (July 2006)

Learning to Retrieve Images from Text Queries with a Discriminative Model David Grangier, Florent Monay and Samy Bengio Conference or Workshop Item (July 2006)

Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment Book Item not available online. (July 2006)

Performing Gender: Automatic Stylistic Analysis of Shakespeare's Characters Sobhan Hota, Shlomo Argamon, Moshe Koppel and Iris Zigdon Conference or Workshop Item Item not available online. (July 2006)

The PASCAL Recognising Textual Entailment Challenge Ido Dagan, Oren Glickman and Bernardo Magnini Book Section Item availablity restricted. (July 2006)

Worst-case analysis of selective sampling for linear-threshold algorithms Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (July 2006)

Efficient algorithms for max-margin structured classification Craig Saunders, Sandor Szedmak, John Shawe-Taylor and Juho Rousu Book Section Item availablity restricted. (30 June 2006)

Constrained Hidden Markov Models for Population-based Haplotyping (Extended Abstract) Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen and Heikki Mannila Conference or Workshop Item (17 June 2006)

Unsupervised segmentation of words into morphemes - Morpho Challenge 2005, Application to Automatic Speech Recognition Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item (17 June 2006)

Using latent semantic indexing for morph-based spoken document retrieval Ville Turunen and Mikko Kurimo Conference or Workshop Item (17 June 2006)

Probabilistic Modeling and Machine Learning in Structural and Systems Biology Book Item not available online. (15 June 2006)

System for Semi-automatic Ontology construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (13 June 2006)

A Machine Learning based Approach to Evaluating Retrieval Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (June 2006)

Applied Textual Entailment Oren Glickman Thesis (June 2006)

Investigating Lexical Substitution Scoring for Subtitle Generation Oren Glickman, Ido Dagan, Mikaela Keller, Samy Bengio and Walter Daelemans Conference or Workshop Item (June 2006)

Semantic concept detection from news videos with self-organizing maps Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2006)

Tagging of name records for genealogical data browsing Mike Perrow and David Barber Conference or Workshop Item (June 2006)

The Wikipedia XML Corpus Ludovic Denoyer and Patrick Gallinari Article Item not available online. (June 2006)

Background Knowledge for Ontology Construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (26 May 2006)

Résumé Automatique de Texte avec un Algorithme d'Ordonnacement Nicolas Usunier, Massih Amini and Nicolas Usunier Article (11 May 2006)

Frequency-Based Views to Pattern Collections Taneli Mielikäinen Article (01 May 2006)

Efficient Management of Non Redundant Rules in Large Pattern Bases: a Bitmap Approach François Jacquenet, Christine Largeron and Cédric Udréa Conference or Workshop Item Item availablity restricted. (May 2006)

Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling Book Item not available online. (May 2006)

The Importance of Neutral Examples for Learning Sentiment Moshe Koppel and Jonathan Schler Article (May 2006)

Viszards: Analysis and Visualization of IMDB Networks Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (28 April 2006)

Evaluating Predictive Uncertainty, Visual Objects Classification and Recognising textual entailment : selected proceedings of the First PASCAL Machine Learning Challenges Workshop. Book Item not available online. (26 April 2006)

Optimal filtering of dynamics in short-time features for music organization Jeronimo Arenas-Garcia, Jan Larsen, Lars Kai Hansen and Anders Meng Conference or Workshop Item Item availablity restricted. (24 April 2006)

Using the structure of documents to improve the discovery of unexpected information François Jacquenet and Christine Largeron Conference or Workshop Item Item availablity restricted. (23 April 2006)

Machine learning ranking for structured information retrieval Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (12 April 2006)

Unsupervised segmentation of words into morphemes - Challenge 2005, An Introduction and Evaluation Report Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item (12 April 2006)

A Resource-Light Approach to Cross-Language Information Retrieval Jean-Michel Renders, Eric Gaussier and Cyril Goutte Conference or Workshop Item Item not available online. (April 2006)

Effects of Age and Gender on Blogging Jonathan Schler, Moshe Koppel, Shlomo Argamon and James Pennebaker Conference or Workshop Item (April 2006)

Using the Structure of Documents to Improve the Discovery of Unexpected Information François Jacquenet and Christine Largeron Conference or Workshop Item Item availablity restricted. (April 2006)

Apprentissage d'ordonnancements en recherche d'information structurée Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item (15 March 2006)

Music Genre Classification Systems - A Computational Approach Peter Ahrendt Thesis (01 March 2006)

Apprentissage Statistique pour la Constitution de Corpus d'évaluation Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (March 2006)

Compression of multilingual aligned texts Ehud S. Conley and Shmuel T. Klein Conference or Workshop Item (March 2006)

Lexical Entailment for Information Retrieval Stephane Clinchant, Cyril Goutte and Eric Gaussier Conference or Workshop Item Item not available online. (March 2006)

Visualizing Caushy's interlacing property for line distance matrices Tomaž Pisanski, Gašper Jaklic and Milan Randić Conference or Workshop Item Item not available online. (09 February 2006)

Approaches to better context modelling and categorization Rasmus Elsborg Madsen Thesis Item not available online. (07 February 2006)

New Methods for Attribution of Rabbinic Literature Moshe Koppel, Navot Akiva and Mughaz Dror Article Item not available online. (February 2006)

Semantic Models for Machine Learning David Hardoon Thesis (February 2006)

Clustering via Kernel Decomposition Anna Szymkowiak-Have, Mark Girolami and Jan Larsen Article (January 2006)

Modèle probabiliste pour l'extraction de structures dans les documents semi-structurés : Application aux documents Web Ludovic Denoyer, Patrick Gallinari and Francis Maes Conference or Workshop Item Item not available online. (January 2006)

Probabilistic Melodic Harmonization Jean-Francois Paiement, Douglas Eck and Samy Bengio Article (January 2006)

A Simple Bayesian Framework for Content-Based Image Retrieval Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2006)

ALDAI: Active learning document annotation interface Boris Chidlovskii, Jérôme Fuselier and Loïc Lecerf Conference or Workshop Item Item not available online. (2006)

Analyzing the structure of U.S. patents network Vladimir Batagelj, Nataša Kejžar, Simona Korenjak-Černe and Matjaž Zaveršnik Book Section Item not available online. (2006)

Automated structuring of company profiles Peter Ljubic, Nada Lavrac, Dunja Mladenić, Joel Plisson and Igor Mozetic Article Item not available online. (2006)

Classifier ensembles for genre recognition Pedro J. Ponce de León, José Iñesta and Carlos Pérez-Sancho Book Section (2006)

Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees Konrad Rieck, Pavel Laskov and Sören Sonnenburg Conference or Workshop Item (2006)

Document annotation by active learning techniques Boris Chidlovskii and Loïc Lecerf Conference or Workshop Item Item not available online. (2006)

Emergence of semantics from multimedia databases Erkki Oja, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2006)

Exploratory analysis of climate data using source separation methods Alexander Ilin, Harri Valpola and Erkki Oja Article Item not available online. (2006)

Feature Selection for Dimensionality Reduction Dunja Mladenić Book Section Item not available online. (2006)

Finding community structure in social network analysis – overview Jan Rupnik Conference or Workshop Item Item not available online. (2006)

Flexible length phrases in document classification Daniel Radosevic, Jasminka Dobsa and Dunja Mladenić Conference or Workshop Item Item not available online. (2006)

Genre document classification using flexible length phrases Daniel Radosevic, Jasminka Dobsa, Dunja Mladenić, Miroslav Novak and Zlatko Stapic Conference or Workshop Item Item not available online. (2006)

Hierarchical Classification: Combining Bayes with SVM Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Conference or Workshop Item (2006)

Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (2006)

Investigating a Generic Paraphrase-based Approach for Relation Extraction Lorenza Romano, Milen Kouylekov, Idan Szpektor, Ido Dagan and Alberto Lavelli Conference or Workshop Item (2006)

Knowledge discovery for ontology construction Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2006)

Machine learning ranking and INEX'05 Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (2006)

Model-based, multimodal interaction in document browsing P Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (2006)

Overview of algorithms for graph drawing Bostjan Pajntar Conference or Workshop Item Item not available online. (2006)

Similarity of Objects and the Meaning of Words Rudi Cilibrasi and Paul Vitányi Conference or Workshop Item (2006)

Statistical inference and data mining: false discoveries control Stéphane Lallich, Olivier Teytaud and Elie Prudhomme Conference or Workshop Item (2006)

Stylogenetics: clustering-based stylistic analysis of literary corpora Kim Luyckx, Walter Daelemans and Edward Vanhoutte Book Section Item not available online. (2006)

Temporal Feature Integration for Music Genre Classification Anders Meng, Peter Ahrendt, Jan Larsen and Lars Kai Hansen Article Item not available online. (2006)

Text mining - machine learning on document Dunja Mladenić Book Section Item not available online. (2006)

The Evolving Tree - Analysis and Applications Jussi Pakkanen, Jukka Iivarinen and Erkki Oja Article Item not available online. (2006)

Transaction databases, Frequent Itemsets, and Their Condensed Representations Taneli Mielikäinen Conference or Workshop Item (2006)

Using DMoz for constructing ontology from data stream Marko Grobelnik, Janez Brank, Dunja Mladenić, Blaz Novak and Blaz Fortuna Conference or Workshop Item Item not available online. (2006)

What is the dimension of your binary data? Nikolaj Tatti, Taneli Mielikäinen, Aristides Gionis and Heikki Mannila Conference or Workshop Item (2006)

Wrapper induction and maintenance in documentum ECI Boris Chidlovskii, Bruno Roustant and Marc Brette Conference or Workshop Item Item not available online. (2006)

Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif Jean-François Pessiot, truong Vinh, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (19 December 2005)

A Bayesian Network for XML Information Retrieval: Searching and Learning with the INEX Collection Benjamin Piwowarski and Patrick Gallinari Article Item not available online. (December 2005)

Bayesian Sets Zoubin Ghahramani and Katherine Heller Conference or Workshop Item (December 2005)

Conditional Random Field for tracking user behaviour based on his eye's movements T.M.T. Do and thierry artieres Conference or Workshop Item Item not available online. (December 2005)

Exploiting Hyperlinks to Learn a Retrieval Model David Grangier and Samy Bengio Conference or Workshop Item (December 2005)

Représentation et comparaison de séquences par visualisation. Christine Largeron and Cédric Dreissia Article Item availablity restricted. (December 2005)

Style recognition through statistical event models Carlos Pérez-Sancho, José Iñesta and Jorge Calera-Rubio Article Item availablity restricted. (December 2005)

Keyword-detection approach to automatic image annotation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item (30 November 2005)

Algorithmic Rate-Distortion Theory N.K. Vereshchagin and P.M.B. Vitanyi Other Item not available online. (29 November 2005)

Melody track identification in music symbolic files David Rizo, Pedro J. Ponce de Leon, Antonio Pertusa, Carlos Pérez-Sancho and José Iñesta Conference or Workshop Item Item availablity restricted. (18 November 2005)

Visualization of networks Vladimir Batagelj Conference or Workshop Item Item not available online. (15 November 2005)

PicSOM experiments in TRECVID 2005 Markus Koskela, Jorma Laaksonen, Mats Sjöberg and Hannes Muurinen Conference or Workshop Item Item not available online. (14 November 2005)

Recognition of note onsets in digital music using semitone bands Antonio Pertusa and José Iñesta Article Item availablity restricted. (10 November 2005)

Visualizing Cauchy’s Interlacing Property for Line Distance Matrices Tomaž Pisanski, Gašper Jaklič and Milan Randič Conference or Workshop Item Item not available online. (02 November 2005)

Automatic Meaning Discovery Using Google Rudi Cilibrasi and Paul Vitányi Article Item availablity restricted. (November 2005)

Mining chains of relations Foto Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Conference or Workshop Item (November 2005)

Using RankBoost to Compare Retrieval Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item (November 2005)

Learning Preferences Graphs by Soft Projections onto Polyhedra Shai Shalev-Shwartz and Yoram Singer Article (10 October 2005)

Kernel-based Learning of Hierarchical Multilabel Classification Models Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Article Item availablity restricted. (05 October 2005)

Self-organizing map application for retrieval of man-made structures in remote sensing data Matthieu Molinier, Jorma Laaksonen, Jussi Ahola and Tuomas Häme Conference or Workshop Item Item not available online. (05 October 2005)

Tree symbolic music representation for key finding David Rizo, José Iñesta and Pedro J. Ponce de Leon Book Section Item availablity restricted. (01 October 2005)

Analysis of demining project proposals Matjaz Bevk and Dunja Mladenić Conference or Workshop Item (October 2005)

Automated structuring of company competencies in virtual organizations Peter Ljubic, Nada Lavrac, Joel Plisson, Dunja Mladenić, Stefan Bollhalter and Mitja Jermol Conference or Workshop Item (October 2005)

Initiative to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)

Investigating Unsupervised Learning for Text Categorization Bootstrapping Alfio Gliozzo, Carlo Strapparava and Ido Dagan Conference or Workshop Item (October 2005)

Learning to Summarise XML Documents by Combining Content and Structure Features Massih Amini, Tombros Anastasios, Nicolas Usunier, Mounia Lalmas and Patrick Gallinari Conference or Workshop Item (October 2005)

On Effectiveness Measures and Relevance Functions in Ranking INEX Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (October 2005)

Ontology grounding Aleks Jakulin and Dunja Mladenić Conference or Workshop Item (October 2005)

Semi-automatic construction of topic ontology Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)

Stochastic Models for Document Restructuration Patrick Gallinari, guillaume Wisniewski, Francis MAES and Ludovic Denoyer Conference or Workshop Item (October 2005)

to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)

User profiling for interest-focused browsing history Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)

Using machine learning to structure the expertise of companies: analysis of the Yahoo! business data Joel Plisson, Dunja Mladenić, Peter Ljubic, Nada Lavrac and Marko Grobelnik Conference or Workshop Item (October 2005)

Visualization of text document corpus Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)

Textual Entailment:A Perspective on Applied Text Understanding Ido Dagan Conference or Workshop Item (21 September 2005)

Opportunities from Open Source Search Wray Buntine, Karl Aberer, Ivana Podnar and Martin Rajman Conference or Workshop Item (20 September 2005)

A neural network for text representation Mikaela Keller and Samy Bengio Conference or Workshop Item (11 September 2005)

Content-based retrieval of web pages and other hierarchical objects with Self-Organizing Maps Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (11 September 2005)

Random Surfers versus Random Seekers Wray Buntine Monograph Item availablity restricted. (02 September 2005)

Universal similarity P.M.B. Vitanyi Article (01 September 2005)

A Probabilistic Model for Chord Progressions Jean-Francois Paiement, Douglas Eck and Samy Bengio Conference or Workshop Item (September 2005)

Automated Knowledge Discovery in Advanced Knowledge Management Marko Grobelnik and Dunja Mladenić Article Item not available online. (September 2005)

Classification automatique de structures arborescentes à l’aide du noyau de Fisher : Application aux documents XML Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (September 2005)

Next Generation Knowledge Access John Davies, Alistair Duke, Nick Kings, Dunja Mladenić, Kalina Bontcheva, Miha Grcar, Jesus Contreras, Mercedes Blazquez Civico and Tim Glover Article Item not available online. (September 2005)

Polyphonic music transcription using dynamic networks Antonio Pertusa and José Iñesta Article Item availablity restricted. (September 2005)

Partial relevance in interactive facial image retrieval Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (22 August 2005)

kNN Versus SVM in the Collaborative Filtering Framework Miha Grcar, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (21 August 2005)

Evaluating Machine Learning for Information Extraction neil ireson, fabio ciravegna, Marie Elaine Califf, Dayne Freytag, Nicholas Kushmerick and Alberto Lavelli Conference or Workshop Item (11 August 2005)

Using Neutral Examples for Learning Polarity Moshe Koppel and Jonathan Schler Article (01 August 2005)

Semantic-Oriented 3D Shape Retrieval using Relevance Feedback George Leifman, Ron Meir and Ayelet Tal Article (August 2005)

A graphical model for chord progressions embedded in a psychoacoustic space Jean-Francois Paiement, Douglas Eck, Samy Bengio and David Barber Conference or Workshop Item (August 2005)

A probabilistic learning method for XML annotation of documents Boris Chidlovskii and Jérôme Fuselier Conference or Workshop Item Item availablity restricted. (August 2005)

Bayesian Hierarchical Clustering Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (August 2005)

Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola and Samuel Kaski Conference or Workshop Item Item availablity restricted. (August 2005)

Determining an Author's Native Language by Mining a Text for Errors Moshe Koppel, Jonathan Schler and Kfir Zigdon Article (August 2005)

Multi-Way Distributional Clustering via Pairwise Interactions Ron Bekkerman, Ran El-Yaniv and Andrew McCallum Conference or Workshop Item (August 2005)

Relation between PLSA and NMF and Implications Cyril Goutte and Eric Gaussier Conference or Workshop Item Item availablity restricted. (August 2005)

The use of machine translation tools for cross-lingual text mining Blaz Fortuna and John Shawe-Taylor Conference or Workshop Item (August 2005)

Topic-Specific Scoring of Documents for Relevant Retrieval Wray Buntine Conference or Workshop Item (August 2005)

Log Pre-Processing and Grammatical Inference for Web Usage Mining Thierry Murgue Conference or Workshop Item Item availablity restricted. (24 July 2005)

Semantic annotation of image groups with Self-Organizing Maps Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (20 July 2005)

Simple classification into large topic ontology of Web documents Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (10 July 2005)

Tree representation and efficient seach for melody recognition David Rizo, Francisco Moreno-Seco and Jose M. Inet¡sta Article Item availablity restricted. (07 July 2005)

SpeechFind: Advances in Spoken Document Retrieval for a National Gallery of the Spoken Word John H.L. Hansen, Rongqing Huang, Bowen Zhou, Michael Seadle, John R. Deller Jr., Mikko Kurimo, Aparna R. Gurijala and Pongtep Angkititrakul Article Item not available online. (05 July 2005)

Impact of Linguistic Analysis on the Semantic Graph Coverage and Learning of Document Extracts Jure Leskovec, Natasa Milic-Frayling and Marko Grobelnik Conference or Workshop Item (July 2005)

Modeling Word Burstiness Using The Dirichlet Distribution Rasmus Elsborg Madsen, Charles Elkan and David Kauchak Conference or Workshop Item (July 2005)

Randomized Algorithms for Fast Bayesian Hierarchical Clustering Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (July 2005)

Learning from Labeled and Unlabeled Data on a Directed Graph Dengyong Zhou, Jiayuan Huang and Bernhard Schölkopf Conference or Workshop Item (22 June 2005)

Regularization on Discrete Spaces Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (22 June 2005)

Application of Self-Organizing Maps and automatic image segmentation to 101 object categories database Jorma Laaksonen, Ville Viitaniemi and Markus Koskela Conference or Workshop Item (21 June 2005)

Approximated classification in interactive facial image retrieval Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (19 June 2005)

Hands-on robotic unicompartmental knee replacement. A prospective randomised controlled clinical investigation of the Acrobot® System Justin Cobb, Johan Henckel, Paula Gomes, Simon Harris, Matjaz Jakopec and Brian Davies Conference or Workshop Item Item not available online. (19 June 2005)

Bayesian Network Structural Learning and Incomplete Data Philippe Leray and Olivier François Conference or Workshop Item (15 June 2005)

Emergence of semantic concepts in visual databases Jorma Laaksonen, Ville Viitaniemi and Markus Koskela Conference or Workshop Item (15 June 2005)

Mining the Semantic Web Ajay Chakravarthy Conference or Workshop Item (14 June 2005)

Learning Gaussian Processes from Multiple Tasks Kai Yu, Volker Tresp and Anton Schwaighofer Conference or Workshop Item (June 2005)

Mining Information Extraction Rules from Datasheets Without Linguistic Parsing Rakesh Agrawal, Howard Ho, François Jacquenet and Marielle Jacquenet Conference or Workshop Item Item availablity restricted. (June 2005)

Open Source Search: A Data Mining Platform Wray Buntine Article (June 2005)

Préparation des données et analyse des résultats de DEFT'05 Erick Alphonse, Ahmed Amrani, Jérôme Azé, Thomas Heitz, Amar-Djalil Mezaour and Mathieu Roche Conference or Workshop Item Item not available online. (June 2005)

Visualized atlas of a gene expression databank Jarkko Venna and Samuel Kaski Conference or Workshop Item (June 2005)

Learning Hierarchical Multi-Category Text Classification Models Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item (29 May 2005)

The ALVIS Document Model for a Semantic Search Engine Wray Buntine, Kimmo Valtonen and Michael P. Taylor Conference or Workshop Item (29 May 2005)

Topic-specific link analysis using independent components for information retrieval Wray Buntine, Jaakko Löfström, Sami Perttu and Kimmo Valtonen Conference or Workshop Item (19 May 2005)

Interactive retrieval in facial image database using Self-Organizing Maps Zhirong Yang and Jorma Laaksonen Conference or Workshop Item (16 May 2005)

Retrieving speech correctly despite the recognition errors Mikko Kurimo and Ville Turunen Conference or Workshop Item (13 May 2005)

Retrieving speech correctly despite the recognition errors Mikko Kurimo and Ville Turunen Conference or Workshop Item Item not available online. (13 May 2005)

An analysis of factors used in search engine ranking Albert Bifet, Carlos Castillo, Paul-Alexandru Chirita and Ingmar Weber Conference or Workshop Item (11 May 2005)

Challenges and Creativity in IT Research Dunja Mladenić Conference or Workshop Item Item availablity restricted. (May 2005)

Semi-supervised Learning with an Imperfect Supervisor Massih Amini and Patrick Gallinari Article Item not available online. (May 2005)

To recover from speech recognition errors in spoken document retrieval Mikko Kurimo and Ville Turunen Conference or Workshop Item (08 April 2005)

Clustering by Compression R. Cilibrasi and P.M.B. Vitanyi Article (April 2005)

Summarization Techniques for Pattern Collections in Data Mining Taneli Mielikäinen Thesis (April 2005)

A Probabilistic Interpretation of Precision, Recall and F-score, with Implication for Evaluation Cyril Goutte and Eric Gaussier Conference or Workshop Item (21 March 2005)

Automatic Text Summarization based on Word-Clusters and Ranking Algorithms Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (21 March 2005)

Classication Automatique de Documents Structurés. Application au Corpus d'Arbres Etiquetés XML guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (March 2005)

Building kernels from binary strings for image matching Francesca Odone, Annalisa Barla and Alessandro Verri Article Item not available online. (February 2005)

Relation Extraction for Mining the Semantic Web Jose Iria and Fabio Ciravegna Conference or Workshop Item (February 2005)

Building minority language corpora by learning to generate web search queries Rayid Ghani, Rosie Jones and Dunja Mladenić Article Item not available online. (January 2005)

Machine Learning for Multimodal Interaction: First International Workshop, MLMI 2004 Book Item not available online. (January 2005)

Restructuration Automatique de Documents dans les Corpus Semi Structurés Hétérogènes guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Article (January 2005)

A lemmatization web service based on machine learning techniques Joel Plisson, Dunja Mladenić, Nada Lavrac and Tomaz Erjavec Conference or Workshop Item Item not available online. (2005)

A Probabilistic Classification Approach for Lexical Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)

A Probabilistic Lexical Approach to Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)

A Probabilistic Model for Online Document Clustering with Application to Novelty Detection Jian Zhang, Zoubin Ghahramani and Yiming Yang Conference or Workshop Item (2005)

Advances in Neural Information Processing Systems 17: Proceedings of the 2004 Conference, Vol. 17 Lawrence Saul, Yair Weiss and Leon Bottou Book Item not available online. (2005)

Algorithmic statistics and Kolmogorov's structure function P.M.B. Vitanyi Book Section (2005)

An Automata Approach to Pattern Collections Taneli Mielikäinen Conference or Workshop Item (2005)

Analysis of Interprofessional Collaboration in an Online Learning Environment using Self-Organizing Maps Ann Russell and Timo Honkela Conference or Workshop Item Item not available online. (2005)

Applying collaborative filtering to real0life corporate data Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)

Artificial Neural Networks: Formal Models and their Applications Book Item not available online. (2005)

Automated extraction and structuring of competencies from unstructured company data : two case studies Nada Lavrac, Peter Ljubic, Dunja Mladenić and Joel Plisson Conference or Workshop Item Item not available online. (2005)

Combinaison de fonctions de préférence par Boosting pour la recherche de passages dans les systèmes de question/réponse. Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)

Hierarchical Bayesian Modelling with Gaussian Processes Anton Schwaighofer, Volker Tresp and Kai Yu Conference or Workshop Item Item not available online. (2005)

Implicit Enumeration of Patterns Taneli Mielikäinen Conference or Workshop Item (2005)

Inferring Document Similarity from Hyperlinks David Grangier and Samy Bengio Conference or Workshop Item (2005)

Language Pragmatics, Contexts and a Search Engine Ville Tuulos and Tomi Silander Article (2005)

Memory-based language processing Walter Daelemans and Antal van den Bosch Book Item not available online. (2005)

Multi-Faceted Information Retrieval System for Large Scale Email Archives Jukka Perkiö, Ville Tuulos, Wray Buntine and Henry Tirri Article (2005)

New media and knowledge management Nada Lavrac, Mitja Jermol, Tanja Urbancic and Dunja Mladenić Monograph Item not available online. (2005)

Private Itemset Support Counting Sven Laur, Helger Lipmaa and Taneli Mielikäinen Conference or Workshop Item (2005)

Résumé Automatiques de Textes avec un algorithme d'ordonnancement Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)

Recherche d'information inattendue pour la veille technologique. Christine Largeron and François Jacquenet Article Item availablity restricted. (2005)

Semi-Structured Document Classification Ludovic Denoyer and Patrick Gallinari Book Section Item availablity restricted. (2005)

Semi-supervised Learning on Directed Graphs Dengyong Zhou, Bernhard Schölkopf and Thomas Hofmann Conference or Workshop Item (2005)

Shallow Text Analysis and Machine Learning for Authorship Attribution Kim Luyckx and Walter Daelemans Book Section (2005)

Style recognition through statistical event models Carlos Pérez-Sancho, José Iñesta and Jorge Calera-Rubio Article Item availablity restricted. (2005)

Summarization and visualization Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (2005)

Text classification with active learning Blaz Novak, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)

Text mining in action Dunja Mladenić Conference or Workshop Item Item not available online. (2005)

The PASCAL Recognising Textual Entailment Challenge Ido Dagan, Oren Glickman and Bernardo Magnini Conference or Workshop Item (2005)

Two-way latent grouping model for user preference prediction Eerika Savia, Kai Puolamäki, Janne Sinkkonen and Samuel Kaski Conference or Workshop Item (2005)

Using Fisher Kernels and Hidden Markov Models for the Identification of Famous Composers from their Sheet Music David Hardoon, Craig Saunders and John Shawe-Taylor Monograph Item availablity restricted. (2005)

Using string kernels for classification of Slovenian Web documents Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (2005)

Visualized atlas of a gene expression databank Jarkko Venna and Samuel Kaski Conference or Workshop Item Item not available online. (2005)

Visualizing very large graphs using clustering neighborhoods Dunja Mladenić and Marko Grobelnik Book Section Item availablity restricted. (2005)

Von Foerster meets Kohonen - approaches to artificial intelligence, cognitive science and information systems development Timo Honkela Article Item not available online. (2005)

Web Based Probabilistic Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)

Web mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2005)

Apprentissage et inférence statistique dans les bases de documents structurés : Application aux corpus de documents textuels ==== Machine learning and structured data : application to categorization, clustering and automatic mapping of XML documents. Ludovic Denoyer Thesis (December 2004)

Canonical Correlation Analysis: An Overview with Application to Learning Methods David Hardoon, Sandor Szedmak and John Shawe-Taylor Article Item not available online. (December 2004)

The similarity metric M. Li, X. Chen, X. Li, B. Ma and P.M.B. Vitanyi Article (December 2004)

A text categorization approach for music style recognition Carlos Pérez-Sancho, José Manuel Iñesta and Jorge Calera-Rubio Conference or Workshop Item (18 November 2004)

Providing Consistent and Exhaustive Relevance Assessments for XML Retrieval Evaluation Benjamin Piwowarski and Mounia Lalmas Conference or Workshop Item Item availablity restricted. (09 November 2004)

A Theory of Lossy Compression for Individual Data Nikolai K. Vereshchagin and Paul M.B. Vitanyi Article Item not available online. (07 November 2004)

On Maximum Margin Hierarchical Multilabel Classification Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item (01 November 2004)

Mapping Documents onto Web Page Ontology Dunja Mladenić and Marko Grobelnik Book Section (November 2004)

Statistical description models for melody analysis and characterization Pedro J. Ponce de León and José Manuel Iñesta Book Section (November 2004)

Tree representation and efficient search for melody recognition David Rizo, Francisco Moreno-Seco, José Manuel Iñesta and Luisa Mico Article Item availablity restricted. (29 October 2004)

Style recognition through statistical event models Carlos Pérez-Sancho, José Manuel Iñesta and Jorge Calera-Rubio Conference or Workshop Item (20 October 2004)

Learning to Align Polyphonic Music Shai Shalev-Shwartz, Joseph Keshet and Yoram Singer Conference or Workshop Item (10 October 2004)

A RULE BASED APPROACH TO WORD LEMMATIZATION Joel Plisson, Nada Lavrac and Dunja Mladenić Conference or Workshop Item (October 2004)

A SURVEY OF FOCUSED WEB CRAWLING ALGORITHMS Blaz Novak Conference or Workshop Item (October 2004)

Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes Jose` Iria, Fabio Ciravegna, Philipp Cimiano, Alberto Lavelli, Enrico Motta, Luca Gilardoni and Eddie Moench Conference or Workshop Item (October 2004)

KERNEL CANONICAL CORRELATION ANALYSIS WITH APPLICATIONS Blaz Fortuna Conference or Workshop Item (October 2004)

MACHINE LEARNING ON SETS OF DOCUMENTS CONNECTED IN GRAPHS Janez Brank Conference or Workshop Item (October 2004)

Privacy Problems with Anonymized Transaction Databases Taneli Mielikäinen Conference or Workshop Item (October 2004)

STRING KERNELS Blaz Fortuna Conference or Workshop Item (October 2004)

Tiling Databases Floris Geerts, Bart Goethals and Taneli Mielikäinen Conference or Workshop Item (October 2004)

USE OF UNLABELED DATA IN SUPERVISED MACHINE LEARNING Blaz Novak Conference or Workshop Item (October 2004)

USER PROFILING: COLLABORATIVE FILTERING Miha Grcar Conference or Workshop Item (October 2004)

USER PROFILING: WEB USAGE MINING Miha Grcar Conference or Workshop Item (October 2004)

VISUALIZATION OF NEWS ARTICLES Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (October 2004)

Using Discrete PCA on Web Pages Wray Buntine, Sami Perttu and Ville Tuulos Conference or Workshop Item (20 September 2004)

IMPROVING MUSIC GENRE CLASSIFICATION BY SHORT-TIME FEATURE INTEGRATION Anders Meng, Peter Ahrendt and Jan Larsen Conference or Workshop Item Item availablity restricted. (17 September 2004)

Characterization and Armstrong relations for Degenerate Multivalued Dependencies using Formal Concept Analysis Jaume Baixeries and José Balcázar Conference or Workshop Item Item availablity restricted. (15 September 2004)

Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi and Luca Zaniboni Conference or Workshop Item (06 September 2004)

A Roadmap for Web Mining: From Web to Semantic Web Bettina Berendt, Andreas Hotho, Dunja Mladenić, Myra Spiliopoulou and Gerd Stumme Book Section (September 2004)

Decision time horizon for music genre classification using short time features Peter Ahrendt, Anders Meng and Jan Larsen Conference or Workshop Item (September 2004)

Discovering Unexpected Information for Technology Watch Christine Largeron and François Jacquenet Conference or Workshop Item Item availablity restricted. (September 2004)

Part-of-speech enhanced context recognition Rasmus Elsborg Madsen, Jan Larsen and Lars Kai Hansen Conference or Workshop Item (September 2004)

KCCA Feature Selection for fMRI Analysis David Hardoon, John Shawe-Taylor and Ola Friman Monograph (25 August 2004)

Feature Vector Quality and Distributional Similarity Maayan Geffet and Ido Dagan Article (22 August 2004)

The Expected Performance Curve Samy Bengio, Mikaela Keller and Johnny Mariéthoz Monograph (14 August 2004)

A shallow description framework for music style recognition Pedro J. Ponce de León, Carlos Pérez-Sancho and José Manuel Iñesta Article (August 2004)

Enhanced context recognition by sensitivity pruned vocabularies Rasmus Elsborg Madsen, Sigurdur Sigurdsson and Lars Kai Hansen Conference or Workshop Item Item availablity restricted. (August 2004)

Inductive Databases as Ranking Taneli Mielikäinen Conference or Workshop Item (August 2004)

Learning Sub-structures of Document Semantic Graphs for Document Summarization Jure Leskovec, Marko Grobelnik and Natasa Milic-Frayling Conference or Workshop Item (August 2004)

A Geometric view on bilingual lexicon extraction from comparable corpora Eric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte and Herve Dejean Conference or Workshop Item Item availablity restricted. (25 July 2004)

A Pattern Recognition Approach for Music Style Identification Using Shallow Statistical Descriptors Pedro J. Ponce de León and José Iñesta Article Item availablity restricted. (23 July 2004)

Armadillo: Harvesting Information for the Semantic Web Sam Chapman, Alexiei Dingli and Fabio Ciravegna Conference or Workshop Item (July 2004)

BioGrapher: Biography Questions as a Restricted Domain Question Answering Task Oren Tsur, Maarten de Rijke and Khalil Sima'an Article (July 2004)

Document Annotation Through Information Extraction Fabio Ciravegna Other (July 2004)

Document structure matching for heterogeneous corpora Ludovic Denoyer, Guillaume Wisniewski and Patrick Gallinari Conference or Workshop Item (July 2004)

Gaussian Process Classification for Segmenting and Annotating Sequences Yasemin Altun, Thomas Hofmann and Alex Smola Conference or Workshop Item (July 2004)

Scaling Web-based Acquisition of Entailment Relations Idan Szpektor, Hristo Tanev, Ido Dagan and Bonaventura Coppola Conference or Workshop Item (July 2004)

Semi-Supervised Learning of Hierarchical Latent Trait Models for Data Visualisation Ian Nabney, Y Sun, P Tino and A Kaban Article Item not available online. (July 2004)

Vocabulary pruning for improved context recognition Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen and Jan Larsen Conference or Workshop Item Item availablity restricted. (July 2004)

An Algebra for probabilistic XML retrieval Benjamin Piwowarski and Patrick Gallinari Conference or Workshop Item (21 June 2004)

Retrieving Keyword's to an Image Query using Kernel CCA David R. Hardoon, Sandor Szedmak and John Shawe-Taylor Monograph (04 June 2004)

Significance Tests for Bizarre Measures in 2-Class Classification Tasks Mikaela Keller, Johnny Mariéthoz and Samy Bengio Monograph (04 June 2004)

Efficient Computation of Gapped Substring Kernels on Large Alphabets Juho Rousu and John Shawe-Taylor Article Item availablity restricted. (02 June 2004)

Discovery of Serial Episodes from Streams of Events Taneli Mielikäinen Conference or Workshop Item (June 2004)

Filtering in XML Retrieval: a Prospective Analysis Huyen-Trang Vu, Benjamin Piwowarski and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (31 May 2004)

Face detection in color images of generic scenes Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item availablity restricted. (29 May 2004)

On Text-Based Estimation of Document Relevance Eerika Savia, Samuel Kaski, Ville Tuulos and Petri Myllymäki Conference or Workshop Item (13 May 2004)

Categorizing Nine Visual Classes with Bags of Keypoints Christopher Dance, Jutta Willamowski, Gabriela Csurka and Cedric Bray Conference or Workshop Item (03 May 2004)

A Critical Survey of the Methodology for IE Evaluation Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick and Lorenza Romano Conference or Workshop Item (May 2004)

Automatic Alphabet Recognition Maayan Geffet, Yair Wiseman and Dror G. Feitelson Article (May 2004)

Learning to Harvest Information for the Semantic Web Fabio Ciravegna, Sam Chapman, Alexiei Dingli and Yorick Wilks Conference or Workshop Item Item not available online. (May 2004)

Mining texts by association rules discovery in a technical corpus Mathieu Roche, Jérome Azé, Oriane Matte-Tailliez and Yves Kodratoff Conference or Workshop Item Item not available online. (May 2004)

Separating Structure from Interestingness Taneli Mielikäinen Conference or Workshop Item (May 2004)

Learning « Generalization/Specialization » Relations between Concepts – Application for Automatically Building Thematic Document Hierarchies Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item (26 April 2004)

Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)

Unsupervised Learning with Term Clustering for Thematic segmentation of Texts . Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)

Feature Instability as a Criterion for Selecting Potential Style Markers Moshe Koppel, Navot Akiva and Ido Dagan Article (22 April 2004)

Sequential information bottleneck for finite data Jaakko Peltonen, Janne Sinkkonen and Samuel Kaski Conference or Workshop Item Item not available online. (22 April 2004)

A Stochastic Model for XML Information Retrieval: Searching and Learning with the INEX collection Benjamin Piwowarski and Patrick Gallinari Article Item not available online. (19 April 2004)

INFORMATION ACCESS VIA TOPIC HIERARCHIES AND THEMATIC ANNOTATIONS FROM DOCUMENT COLLECTIONS Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item Item not available online. (14 April 2004)

Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering Nicolas Usunier, Massih Amini and Gallinari Patrick Conference or Workshop Item (12 April 2004)

Combining topic models and social networks for chat data mining Ville Tuulos and Henry Tirri Conference or Workshop Item (04 April 2004)

Endjinn: a scalable topic-based open source search engine Wray Buntine, Jaakko Lofström, Jukka Perkiö, Sami Perttu, Vladimir Poroshin, Tomi Silander, Henry Tirri, Antti Tuominen and Ville Tuulos Conference or Workshop Item (04 April 2004)

Exploring trends in a topic-based search engine Wray Buntine, Jukka Perkiö and Sami Perttu Conference or Workshop Item (04 April 2004)

Pattern recognition algorithms for polyphonic music transcription Antonio Pertusa and José Manuel Iñesta Book Section Item not available online. (April 2004)

Apprentissage de Relations « Généralisation / Spécialisation » entre Concepts – Application à la Structuration Hiérarchique Automatique de Corpus Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item Item not available online. (10 March 2004)

Corpus-Based vs. Model-Based Selection of Relevant Features Cyril Goutte, Pavel Dobrokhotov, Eric Gaussier and Anne-Lise Veuthey Conference or Workshop Item Item availablity restricted. (10 March 2004)

Generative vs Discriminative approaches to entity Recognition from label deficient data Cyril Goutte, Eric Gaussier, Nicola Cancedda and Herve Dejean Conference or Workshop Item Item availablity restricted. (10 March 2004)

Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (08 March 2004)

Apprentissage non-supervisé pour la segmentation automatique de textes Jean-François Pessiot, Marc Caillet, Massih Amini and Patrick Gallinari Conference or Workshop Item (14 February 2004)

A Bayesian Framework for Hierarchical Classification Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (28 January 2004)

A Methodology for Topographic Clustering of Structured Text Documents Marie-Jeanne Lesot, Delphine Dard and Florence d'Alché-Buc Conference or Workshop Item (28 January 2004)

Bayesian Networks for Structured Information retrieval Benjamin Piwowarski, Trang Vu and Patrick Gallinari Conference or Workshop Item (28 January 2004)

Combining Clustering with Canonical Correlation Analysis for Cross-Language Patent Retrieval Yaoyong Li and John Shawe-Taylor Conference or Workshop Item (28 January 2004)

Efficient Computation of Gap-weighted String Kernels on Large Alphabets Juho Rousu and John Shawe-Taylor Conference or Workshop Item (28 January 2004)

Highlighting Latent Structures in Text Michèle Jardino Conference or Workshop Item (28 January 2004)

Learning Topic Hierarchies and Thematic Annotations from Document Collections Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item (28 January 2004)

Linear Programming Boosting for Uneven Datasets Jure Leskovec and John Shawe-Taylor Conference or Workshop Item (28 January 2004)

Mining the Semantic Web: Requirements for Machine Learning Fabio Ciravegna Conference or Workshop Item (28 January 2004)

Probabilistic Textual Entailment: Generic Applied Modeling of Language Variability Ido Dagan and Oren Glickman Conference or Workshop Item (28 January 2004)

Text Categorization via Ellipsoid Separation Andriy Kharechko, John Shawe-Taylor, Ralf Herbrich and Thore Graepel Conference or Workshop Item (28 January 2004)

Theme-Topic Mixture Model for Document Representation Mikaela Keller and Samy Bengio Conference or Workshop Item (28 January 2004)

Machine Learning applied to Text Analysis: Overview Eric Gaussier and Nicola Cancedda Conference or Workshop Item (27 January 2004)

Memory-Based Shallow Parsing for Text Mining Walter Daelemans Conference or Workshop Item (27 January 2004)

Text Mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (27 January 2004)

Mining the Semantic Web: Requirements for Machine Learning Fabio Ciravegna Conference or Workshop Item (January 2004)

Probabilistic memory based collaborative filtering: Learning individual and social preferences Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu and Hans-Peter Kriegel Article (January 2004)

Regret bounds for hierarchical classification with linear-threshold functions Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (2004)

A Semi-automatic System for Tagging Specialized Corpora Ahmed Amrani, Yves Kodratoff and Oriane Matte-Tailliez Book Section Item not available online. (2004)

Acquiring Lexical Paraphrases from a Single Corpus Oren Glickman and Ido Dagan Book Section (2004)

Algorithmic clustering of music based on string compression R. Cilibrasirc, P.M.B. Vitanyi and R. de Wolf Article (2004)

Bayesian Network Model for Semi Structured Document Classification Ludovic Denoyer and Patrick Gallinari Article Item availablity restricted. (2004)

Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (2004)

Clustering by compression Rudi Cilibrasi and Paul M.B. Vitanyi Article (2004)

Controle du risque multiple en selection de regles d'association E. Prudhomme, S. Lallich and Olivier Teytaud Article (2004)

Evaluation et validation des règles d'association Stephane Lallich and Olivier Teytaud Article (2004)

Generalized Blockmodeling of Two-mode Network Data. Vladimir Batagelj, Patrick Doreian and Anuška Ferligoj Article Item not available online. (2004)

Identifying structure across pre-partitioned data Zvika Marx, Ido Dagan and Eli Shamir Conference or Workshop Item (2004)

LearningPinocchio: Adaptive Information Extraction for Real World Applications Fabio Ciravegna and Alberto Lavelli Article (2004)

Musical Style Classification from Symbolic Data: A Two-Styles Case Study Pedro J. Ponce de León and José Manuel Iñesta Article (2004)

On prediction using variable order Markov models Ron Begleiter, Ran El-Yaniv and Golan Yona Article (2004)

On Private Scalar Product Computation for Privacy-Preserving Data Mining Bart Goethals, Sven Laur, Helger Lipmaa and Taneli Mielikäinen Conference or Workshop Item (2004)

Online Suffix Trees with Counts Breanndan O Nuallain and Steven de Rooij Conference or Workshop Item (2004)

Pajek - Analysis and Visualization of Large Networks. Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (2004)

Speech transcription and spoken document retrieval in Finnish Mikko Kurimo, Ville Turunen and Inger Ekman Book Section Item not available online. (2004)

The evolving tree - a novel self-organizing network for data analysis Jussi Pakkanen, Jukka Iivarinen and Erkki Oja Article Item not available online. (2004)

The Similarity metric Ming Li, Xin Chen, Xin Li, Bin Ma and Paul M.B. Vitanyi Article (2004)

The University of Amsterdam at the TREC 2003 Question Answering Track V. Jijkoun, G. Mishne, C. Monz, M. de Rijke, S. Schlobach and Oren Tsur Article (2004)

Topic-Specific Scoring of Documents with Discrete PCA Wray Buntine and Kimmo Valtonen Monograph Item availablity restricted. (2004)

Un modèle de mixture de Modèles génératifs pour les Documents Structurés Multimedia Ludovic Denoyer and Patrick Gallinari Article Item availablity restricted. (2004)

Unsupervised and Supervised Exploitation of Semantic Domains in Lexical Disambiguation Alfio Gliozzo, Carlo Strapparava and Ido Dagan Article Item availablity restricted. (2004)

Zur Beurteilung des Fraud-Risikos im Rahmen der Abschlussprüfung S Knabe, Sebastian Mika, Klaus-Robert Müller, Gunnar Rätsch and W Schruff Article Item not available online. (2004)

Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (22 December 2003)

The Download Estimation task on KDD Cup 2003 Janez Brank and Jure Leskovec Article (December 2003)

What is a « good » Hypertext System for accessing Scientific Literature? Hermine Njike-Fotzo Conference or Workshop Item Item not available online. (20 October 2003)

A belief network based generative model for structured documents Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)

Kolmogorov Complexity and Information Theory \\ {\small \em with an interpretation in terms of questions and answers Peter D. Grunwald and Paul M.B. Vitanyi Article (2003)

Structured Multimedia Document Classification Ludovic Denoyer, Patrick Gallinari, Jean-Noel Vittaut, Sylvie Brunesseaux and Stephan Brunesseaux Conference or Workshop Item (2003)

Un modèle Statistique pour la classification de Documents Structurés Trang Vu, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)

Using Belief Networks and Fisher Kernels for Structured Document Classification Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)

Hierarchical Indexing and Documents Matching in BoW Maayan Geffet and Dror G. Feitelson Article (November 2000)

Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes Zhao Xu, Kristian Kersting and Thorsten Joachims Conference or Workshop Item Item not available online. (20 September 0210)

Similarity Word-Sequence Kernels for Sentence Clustering Jesús Andrés-Ferrer, Germán Sanchis-Trilles and Francisco Casacuberta Conference or Workshop Item Item not available online. (18 August 0210)

D-optimality for Minimum Volume Ellipsoid with Outliers Alexander Dolia, Scott Page, Neil White and Chris Harris Conference or Workshop Item (04 October 0011)

Approximate Inference in Graphical Models Philipp Hennig Thesis (11 January 0011)

A Correlation Approach for Automatic Image Annotation David Hardoon, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item (26 May 0006)

Fast Inference in Conditional Topic Models Philipp Hennig, David Stern, Thore Graepel and Ralf Herbrich Conference or Workshop Item Item availablity restricted. (11 February 0001)