PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2008

Article

Importance of high-order n-gram models in morph-based speech recognition Teemu Hirsimäki, Janne Pylkkönen and Mikko Kurimo Article Item not available online. (31 December 2008)
Expert-Driven Genetic Algorithms for Simulating Evaluation Functions Omid David-Tabibi, Moshe Koppel and Nathan Netanyahu Article (19 December 2008)
Probabilistic assignment of formulas to mass peaks in metabolomics experiments. Simon Rogers, R Scheltema, Mark Girolami and R Breitling Article Item not available online. (18 December 2008)
Towards structured output prediction of enzyme function Katja Astikainen, Liisa Holm, Esa Pitkänen, Sandor Szedmak and Juho Rousu Article Item not available online. (17 December 2008)
Manifold based local classifiers: linear and non linear approaches Hakan Cevikalp, Diane Larlus, William Triggs, Mike Neamtu and Frederic Jurie Article (07 December 2008)
Beamforming in non-invasive Brain-Computer Interfaces Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann and Martin Buss Article Item not available online. (02 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)
Bit-Interleaved Coded Modulation in the Wideband Regime Alfonso Martinez, Albert Guillén i Fàbregas, Giuseppe Caire and Frans Willems Article 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)
ICA based on a Smooth Estimation of the Differential Entropy Lev Faivishevsky and Jacob Goldberger Article (December 2008)
Identifying differentially expressed subnetworks with MMG Josselin Noirel, Guido Sanguinetti and Phillip C. Wright Article Item not available online. (December 2008)
Joining linguistic and statistical methods for Spanish-to-Basque speech translation Alicia Pérez, M. Inés Torres and Francisco Casacuberta Article Item not available online. (December 2008)
Magic Moments for Structured Output Prediction elisa ricci, Tijl De Bie and Nello Cristianini Article Item not available online. (December 2008)
On Nonparametric Residual Variance Estimation Elia Liitiäinen, Francesco Corona and Amaury Lendasse Article Item not available online. (December 2008)
Parameter estimation of ODE’s via nonparametric estimators Nicolas J-B. Brunel Article (December 2008)
Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (December 2008)
SimpleMKL Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet Article (December 2008)
Spoken Language Interaction with Model Uncertainty: An Adaptive Human-Robot Interaction System Finale Doshi and Nicholas Roy Article (December 2008)
Stacked Dependency Networks for Layout Document Structuring Boris Chidlovskii and Loic Lecerf Article Item not available online. (December 2008)
Statistical framework for a Spanish spoken dialogue corpus C. D. Martínez, José Miguel Benedí and Ramón Granell Article Item not available online. (December 2008)
Strongly consistent model selection for densities Gérard Biau, Benoît Cadre, Luc Devroye and Laszlo Gyorfi Article (December 2008)
Support vector regression with interval-input interval-output Wensen An, Cecilio Angulo and Yanguang Sun Article Item not available online. (December 2008)
Compressing spectral data using optimised Gaussian basis Tuomas Kärna, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (29 November 2008)
Learning the Switching Rate by Discretising Bernoulli Sources Online Steven de Rooij and Tim Erven, van Article (05 November 2008)
A kernel method for unsupervised structured network inference Christoph Lippert, Oliver Stegle, Zoubin Ghahramani and Karsten Borgwardt Article Item not available online. (03 November 2008)
Efficient Graphlet Kernels for Large Graph Comparison Nino Shervashidze, S V N Vishwanathan, Tobias Petri, Kurt Mehlhorn and Karsten Borgwardt Article Item not available online. (03 November 2008)
Least squares contour alignment Ivan Markovsky and Sasan Mahmoodi Article (01 November 2008)
Learning the Coordinate Gradients Yiming Ying, Qiang Wu and Colin Campbell Article (01 November 2008)
A Convergent Single Time Scale Actor Critic Algorithm Dotan Di Castro and Ron Meir Article Item availablity restricted. (November 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)
Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems J. J. Murillo-Fuentes and Fernando Perez-Cruz Article (November 2008)
Graph Rigidity, Cyclic Belief Propagation and Point Pattern Matching Julian J McAuley, Tiberio S Caetano and Marconi S Barbosa Article (November 2008)
Herbrich, R., Learning Kernel Classifiers: Theory and Algorithms (Book Review) Cecilio Angulo Article Item not available online. (November 2008)
Herbrich, R., Learning kernel classifiers: theory and algorithms (book review) Cecilio Angulo Article Item not available online. (November 2008)
Identifying Graph Clusters using Variational Inference and links to Covariance Parameterisation David Barber Article (November 2008)
Optimism in the Face of Uncertainty Should be Refutable Ronald Ortner Article Item not available online. (November 2008)
Switching Regulatory Models of Cellular Stress Response Guido Sanguinetti, Andreas Ruttor, Manfred Opper and Cedric Archambeau Article Item not available online. (November 2008)
Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo E. de Campos and Samuel Kaski Article (30 October 2008)
Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. Simon Rogers, Mark Girolami, W Kolch, K Waters, T Liu, B Thrall and H.S. Wiley Article Item not available online. (30 October 2008)
A New Distance Measure for Model-Based Sequence Clustering Dario Garcia-Garcia, Emilio Parrado-Hernandez and Fernando Diaz-de-MAria Article (16 October 2008)
Near-optimal supervised feature selection among frequent subgraphs Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alex Smola, Le Song, Philip Yu, Xifeng Yan and Karsten Borgwardt Article Item not available online. (05 October 2008)
A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series Oliver Stegle, Katherine Denby, Zoubin Ghahramani, David Wild and Karsten Borgwardt Article (01 October 2008)
Bayesian Unsupervised Learning with Multiple Data Types Phaedra Agius, Yiming Ying and Colin Campbell Article (01 October 2008)
On time-bounded incompressibility of compressible strings Edgar G. Daylight, Wouter M. Koolen and Paul M.B. Vitányi Article Item not available online. (01 October 2008)
A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback Robert Legenstein, Dejan Pecevski and Wolfgang Maass Article Item not available online. (October 2008)
Efficient Kernel Orthonormalized PLS for Remote Sensing Applications Jerónimo Arenas-Garcia and Gustavo Camps-Valls Article (October 2008)
Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences Fei Yan, William Christmas and Josef Kittler Article Item not available online. (October 2008)
Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection Andreas Opelt, Axel Pinz and Andrew Zisserman Article (October 2008)
Measuring Uncertainty in Graph Cut Solutions Pushmeet Kohli and Philip Torr Article (October 2008)
Nonlinear Channel Equalization with Gaussian Processes for Regression Fernando Perez-Cruz, J. J. Murillo-Fuentes and Sebastian Caro Article (October 2008)
Query Learning and Certificates in Lattices Marta Arias and José L. Balcázar Article (October 2008)
Summarization system evaluation revisited: N-gram graphs George Giannakopoulos, Vangelis Karkaletsis, George Vouros and Panagiotis Stamatopoulos Article Item not available online. (October 2008)
Variational Bayesian least squares: An application to brain-machine interface data Jo-Anne Ting, Aaron D'Souza, Kenji Yamamoto, Toshinori Yoshioka, Donna Hoffman, Shinji Kakei, Lauren Sergio, John Kalaska, Mitsuo Kawato, Peter Strick and Stefan Schaal Article (October 2008)
Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat and Klaus-Robert Müller Article Item not available online. (30 September 2008)
Spatio-Temporal Road Condition Forecasting With Markov Chains and Artificial Neural Networks Konsta Sirvio and Jaakko Hollmen Article Item availablity restricted. (30 September 2008)
Wavelength selection using the measure of topological relevance on the Self-Organizing Map Francesco Corona, Satu-Pia Reinikainen, Kari Aalioki, Anniki Perkkiö, Elia Liitiäinen, Roberto Baratti, Amaury Lendasse and Olli Simula Article Item availablity restricted. (29 September 2008)
Automatic Detection of Onset and Cessation of Tree Stem Radius Increase using Dendrometer Data and CUSUM Charts Mika Sulkava, Harri Mäkinen, Pekka Nöjd and Jaakko Hollmen Article (17 September 2008)
Probabilistic approach to detecting dependencies between data sets Arto Klami and Samuel Kaski Article Item not available online. (13 September 2008)
When is there a representer theorem? Vector versus matrix regularizers Andreas Argyriou, Charles Micchelli and Massimiliano Pontil Article Item not available online. (09 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)
HECTAR: A method to predict subcellular targeting in heterokonts Bernhard Gschloessl, Yann Guermeur and J Mark Cock Article Item not available online. (September 2008)
IDD: A Supervised Interval Distance-Based Method for Discretization Francisco Javier Ruiz, Cecilio Angulo and Núria Agell Article Item not available online. (September 2008)
Learning the Coordinate Gradients Yiming Ying, Qiang Wu and Colin Campbell Article Item not available online. (September 2008)
On Approximate Maximum Likelihood Methods for Blind Identification: How to Cope with the Curse of Dimensionality Steffen Barembruch, Aurelien Garivier and Eric Moulines Article Item not available online. (September 2008)
Parieto-occipital alpha power indexes distraction during simulated car driving Ruth Schubert, Michael Tangermann, Stefan Haufe, Claudia Sannelli, Michael Simon, Eike Schmidt, Wilhelm Kincses and Gabriel Curio Article Item not available online. (September 2008)
Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic Graph Cuts Pushmeet Kohli, Jon Rihan, Matthieu Bray and Philip Torr Article (September 2008)
Speaker Recognition in Two Wire Test Sessions Hagai Aronowitz and Yosef Solewicz Article (September 2008)
Structured Prediction with Reinforcement Learning francis maes, Ludovic Denoyer and Patrick Gallinari Article (September 2008)
When Is There a Representer Theorem? Vector versus Matrix Regularizers Andreas Argyriou, Charles Micchelli and Massimiliano Pontil Article (September 2008)
Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier and Léon Botou Article Item availablity restricted. (17 August 2008)
Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities Pei Gao, Antti Honkela, Magnus Rattray and Neil Lawrence Article Item availablity restricted. (15 August 2008)
Handbook for the GREAT08 Challenge: An image analysis competition for cosmological lensing S. L. Bridle, John Shawe-Taylor and +29 co-authors from astronomy backgrounds Article Item not available online. (07 August 2008)
A hierarchical clustering algorithm based on the Hungarian method Jacob Goldberger and Tamir Tassa Article (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)
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks Michael Collins, Amir Globerson, Terry Koo, Xavier Carreras and Peter Bartlett Article (August 2008)
Learning Balls of Strings from Edit Corrections Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Article Item not available online. (August 2008)
Learning Balls of Strings from Edit Corrections Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Article Item availablity restricted. (August 2008)
Minimum Leaf Out-branching and Related Problems Gregoy Gutin, I. Razgon and E.J. Kim Article (August 2008)
On Relevant Dimensions in Kernel Feature Spaces Mikio braun, Joachim Buhmann and Klaus-Robert Müller Article (August 2008)
Simplifying mixture models using the Unscented Transform Jacob Goldberger, Hayit Greenspan and Jeremie Dreyfuss Article (August 2008)
Evolutionary entropy: A predictor of body mass, metabolic rate and maximal life span L. Demetrius, S. Legendre and Peter Harremoes Article (27 July 2008)
Sparse multinomial kernel discriminant analysis (sMKDA) Robert Harrison and Kitsuchart Pasupa Article Item not available online. (23 July 2008)
Clique Matrices for Statistical Graph Decomposition and Parameterising Restricted Positive Definite Matrices David Barber Article (09 July 2008)
Catching Up Faster by Switching Sooner: A Prequential Solution to the AIC-BIC Dilemma Tim Erven, van, Peter Grünwald and Steven de Rooij Article (July 2008)
Digital Communication Receivers Using Gaussian Processes for Machine Learning fernando Perez-Cruz and J. J. Murillo-Fuentes Article (July 2008)
Error Bounds for Approximations from Projected Linear Equations Huizhen Yu and Dimitri Bertsekas Article Item not available online. (July 2008)
Inferring sparse kernel combination and relevance vectors: an application to subcelluar localization of proteins Theo Damoulas, Yiming Ying, Mark Girolami and Colin Campbell Article Item not available online. (July 2008)
Learning and Classification of Malware Behavior Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Düssel and Pavel Laskov Article (July 2008)
Pattern analysis for the prediction of fungal pro-peptide cleavage sites Sureyya Ozogur, John Shawe-Taylor, G.W. Weber and Z.B. Ögel Article (11 June 2008)
Multilevel Image Coding with Hyperfeatures Ankur Agarwal and William Triggs Article Item availablity restricted. (01 June 2008)
Clustering of population pyramids Vladimir Batagelj, Nataša Kejžar and Simona Korenjak-Černe Article Item not available online. (June 2008)
Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Article Item not available online. (June 2008)
Maximal causes for non-linear component extraction. Jörg Lücke and Maneesh Sahani Article Item not available online. (June 2008)
On the use of different loss functions in statistical pattern recognition applied to machine translation Jesús Andrés, Daniel Ortiz, Ismael García and Francisco Casacuberta Article Item not available online. (June 2008)
Ranking Categorical Features Using Generalization Properties Sivan Sabato and Shai Shalev-Shwartz Article (June 2008)
Report on the XML mining track at INEX 2007 Ludovic Denoyer and Patrick Gallinari Article Item not available online. (June 2008)
Semantic Role Labeling: An Introduction to the Special Issue Lluís Màrquez, Xavier Carreras, Kennetch C. Litkowski and Suzanne Stevenson Article (June 2008)
The scaling problem in the pattern recognition approach to machine translation Daniel Ortiz, Ismael García and Francisco Casacuberta Article Item not available online. (June 2008)
Integrated Gene Copy Number and Expression Microarray Analysis of Gastric Cancer Highlights Potential Target Genes Samuel Myllykangas, Siina Junnila, Arto Kokkola, Reija Autio, Ilari Scheinin, Tuula Kiviluoto, Marja-Liisa Karjalainen-Lindsberg, Jaakko Hollmen, Sakari Knuutila, Pauli Puolakkainen and Outi Monni Article Item availablity restricted. (27 May 2008)
Classification of human cancers based on DNA copy number amplification modeling Samuel Myllykangas, Jarkko Tikka, Tom Böhling, Sakari Knuutila and Jaakko Hollmen Article Item not available online. (14 May 2008)
Comments on: "Augmenting the Bootstrap to Analyze High-Dimensional Genomic Data" Anne-Laure Boulesteix, Athanassios Kondylis and Nicole Krämer Article Item not available online. (May 2008)
Properties of Classical and Quantum Jensen Shannon Divergence J. Briet, Peter Harremoes and F. Topsoe Article (May 2008)
Recent efforts in spoken language translation Francisco Casacuberta, M. Federico, H. Ney and Enrique Vidal Article Item not available online. (May 2008)
A Sequential Input Selection Algorithm for Long-term prediction of Time Series Jarkko Tikka and Jaakko Hollmen Article Item availablity restricted. (29 April 2008)
The Metric Nearness Problem J Brickell, I.S. Dhillon, Suvrit Sra and J Tropp Article Item not available online. (23 April 2008)
Margin adaptive model selection in statistical learning Sylvain Arlot and Peter L. Bartlett Article Item not available online. (18 April 2008)
Pathways affected by asbestos exposure in normal and tumour tissue of lung cancer patients Salla Ruosaari, Tuija Hienonen-Kempas, Anne Puustinen, Virinder K. Sarhadi, Jaakko Hollmen, Sakari Knuutila, Juha Saharinen, Harriet Wikman and Sisko Anttila Article Item not available online. (14 April 2008)
Using hidden Markov model to uncover processing states from eye movements in information search tasks Jaana Simola, Jarkko Salojärvi and Ilpo Kojo Article Item not available online. (14 April 2008)
A note on the bias in SVMs for multi-classification Luis Gonzalez-Abril, Cecilio Angulo, Francisco Velasco and Juan Antonio Ortega Article Item not available online. (April 2008)
Combining sparsity and rotational invariance in EEG/MEG source reconstruction Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Article (April 2008)
Constrained domain maximum likelihood estimation for naive Bayes text classification Jesús Andrés and Alfons Juan Article Item not available online. (April 2008)
Experiments with an ensemble of Spanish dependency parsers Roser Morante Article Item not available online. (April 2008)
Information Consistency of Nonparametric Gaussian Process Methods matthias seeger, Sham Kakade and Dean P. Foster Article Item not available online. (April 2008)
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path András Antos, Csaba Szepesvari and Rémi Munos Article Item availablity restricted. (April 2008)
MMG: a probabilistic tool to identify submodules of metabolic pathways Guido Sanguinetti, Josselin Noirel and Phillip C. Wright Article (April 2008)
Solving variational inequalities with Stochastic Mirror-Prox algorithm A. Juditsky and A. Nemirovski Article Item availablity restricted. (April 2008)
Tracking the Best Quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item availablity restricted. (April 2008)
Bayesian inference of the sites of perturbations in metabolic pathways via Markov chain Monte Carlo Bayu Jayawardhana, Douglas Kell and Magnus Rattray Article (20 March 2008)
Aberrations of chromosome 19 in asbestos-associated lung cancer and in asbestos-induced micronuclei of bronchial epithelial cells in vitro Salla Ruosaari, Penny Nymark, Mervi Aavikko, Eeva Kettunen, Sakari Knuutila, Jaakko Hollmen, Hannu Norppa and Sisko Anttila Article Item availablity restricted. (13 March 2008)
Detecting Polymorphic Regions in the Arabidopsis thaliana Genome with Resequencing Microarrays Georg Zeller, Richard Clark, Korbinian Schneeberger, Detlef Weigel and Gunnar Raetsch Article Item not available online. (06 March 2008)
The fault-diameter of Cartesian products Janez Žerovnik and Iztok Banič Article Item not available online. (March 2008)
A numerical characterization of modified Hamori curve representation of DNA sequences Igor Pesek and Janez Žerovnik Article Item not available online. (March 2008)
Agglomerative independent variable group analysis Antti Honkela, Jeremias Seppä and Esa Alhoniemi Article Item availablity restricted. (March 2008)
Different orientations of males and females in computer-mediated negotiations Ron Katz, Yair Amichai-Hamburger, Efrat Manisterski and Sarit Kraus Article Item not available online. (March 2008)
Dimensionality reduction for clustered data sets Guido Sanguinetti Article (March 2008)
Discovering multi–level structures in bio-molecular data through the Bernstein inequality Alberto Bertoni and Giorgio Valentini Article (March 2008)
Information rates of radiation as a photon gas Alfonso Martinez Article Item not available online. (March 2008)
Learning iteratively a classifier with the Bayesian Model Averaging Principlestar Rudy Sicard, Thierry Artières and Eric Petit Article Item not available online. (March 2008)
Modelling sequences using pairwise relational features rudy sicard and thierry artières Article Item not available online. (March 2008)
Progress in modeling, theory, and application of computational intelligence Fabrice Rossi, Michael Biehl and Cecilio Angulo Article Item not available online. (March 2008)
Simultaneous facial action tracking and expression recognition in the presence of head motion Fadi Dornaika and Franck Davoine Article Item not available online. (March 2008)
Support Vector Machines for Interval Discriminant Analysis Cecilio Angulo, Davide Anguita, Luis Gonzalez-Abril and Juan Antonio Ortega Article Item not available online. (March 2008)
Simple integrative preprocessing preserves what is shared in data sources Abhishek Tripathi, Arto Klami and Samuel Kaski Article Item not available online. (21 February 2008)
Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset Cédric,C. Auliac, Vincent, V. Frouin, Xavier, X. Gidrol and Florence d'Alché-Buc Article Item not available online. (08 February 2008)
Letting Stones Go Unturned Peter Bentley Article (06 February 2008)
A Formal Context for Symmetric Dependencies Jaume Baixeries Article Item availablity restricted. (February 2008)
Quantization for nonparametric regression Laszlo Gyorfi and Marten Wegkamp Article (February 2008)
Self-consistent multiple testing procedures Gilles Blanchard and Étienne Roquain Article Item availablity restricted. (February 2008)
A som-based approach to estimating product properties from spectroscopic measurements Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu and Roberto Baratti Article Item not available online. (19 January 2008)
A general definition of conditional information and its application to ergodic decomposition Lukasz Debowski Article Item availablity restricted. (15 January 2008)
The Desktop Doctor Peter Bentley Article (14 January 2008)
Groups of Adjacent Contour Segments for Object Detection Vittorio Ferrari, Loic Fevrier, Frederic Jurie and Cordelia Schmid Article (01 January 2008)
Self-Adaptive Utility-Based Web Session Management Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Article Item availablity restricted. (01 January 2008)
A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Article (January 2008)
A survey of kernel and spectral methods for clustering Maurizio Filippone, Francesco Camastra, Francesco Masulli and Stefano Rovetta Article Item not available online. (January 2008)
A Unifying Framework for Robot Control with Redundant DOFs Jan Peters, Michael Mistry, Firdaus Udwadia, Jun Nakanishi and Stefan Schaal Article (January 2008)
Continuous Time Particle Filtering for fMRI Lawrence Murray and Amos Storkey Article Item not available online. (January 2008)
Exploration-exploitation tradeoff using variance estimates in multi-armed bandits Jean-Yves Audibert, Rémi Munos and Csaba Szepesvari Article Item not available online. (January 2008)
Face recognition using classification based linear projections Moshe Butman and Jacob Goldberger Article (January 2008)
HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (January 2008)
Improved risk tail bounds for on-line algorithms Nicolò Cesa-Bianchi and Claudio Gentile Article (January 2008)
Linear-Time Computation of Similarity Measures for Sequential Data Konrad Rieck and Pavel Laskov Article (January 2008)
Modelling motion primitives and their timing in biologically executed movements Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2008)
Modelling motion primitives and their timing in biologically executed movements Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2008)
On the Bahadur-efficient Testing of Uniformity by means of Entropy Peter Harremoes and Igor Vajda Article (January 2008)
Qualitative Evaluation of Chromatographic Data from Quality Control Schemes using a SVM Montserrat Ventura, Antoni Sanchez-Niubo, Francisco Javier Ruiz, Núria Agell, Rosa Ventura, Cecilio Angulo, Antonia Domingo-Salvany, Jordi Segura and Rafael de la Torre Article Item not available online. (January 2008)
Bearing-based selection in mobile spatial interaction steven Strachan and Roderick Murray-Smith Article Item not available online. (2008)
Causal Reasoning by Evaluating the Complexity of Conditional Densities with Kernel Methods Xiaohai Sun, Dominik Janzing and Bernhard Schoelkopf Article (2008)
Filtering systems of coupled stochastic differential equations partially observed at high frequency Paul Fearnhead, Omiros Papaspiliopoulos, Gareth Roberts and Andrew Stuart Article Item not available online. (2008)
POIMs: Positional Oligomer Importance Matrices - Understanding Support Vector Machine Based Signal Detectors Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Rätsch Article Item not available online. (2008)
#An #optimal permutation routing algorithm on full-duplex hexagonal networks Janez Žerovnik and Ignasi Saun Walls Article Item not available online. (2008)
A contribution to environmentally friendly winter road maintenance: : optimizing road de-icing Janez Žerovnik and Tomaž Kramberger Article Item not available online. (2008)
A Discriminative Kernel-based Model to Rank Images from Text Queries David Grangier and Samy Bengio Article (2008)
A Fast Method for Training Linear SVM in the Primal Trinh Minh Tri Do and Thierry Artieres Article Item not available online. (2008)
A fast separability-based feature selection method for high-dimensional remotely-sensed image classification. B. Guo, Bob Damper, Steve Gunn and J. Nelson Article Item not available online. (2008)
A learning rule for very simple universal approximators consisting of a single layer of perceptrons Peter Auer, Harald Burgsteiner and Wolfgang Maass Article Item not available online. (2008)
A Memetic Algorithm for the Generalized Traveling Salesman Problem Gregory Gutin and D. Karapetyan Article (2008)
A platform-independent open-source feedback framework for BCI systems Bastian Venthur and Benjamin Blankertz Article (2008)
A probabilistic approach to classifying metabolic stability Anton Schwaighofer, Timon Schroeter, Sebastian Mika, Katja Hansen, Antonius ter Laak, Philip Lienau, Andreas Reichel, Nikolaus Heinrich and Klaus-Robert Müller Article (2008)
A Single-shot Measurement of the Energy of Product States in a Translation Invariant Spin Chain Can Replace Any Quantum Computation Dominik Janzing, Pawel Wocjan and Shenghui Zhang Article (2008)
A small sample comparison of maximum likelihood, moments and L-moments methods for the asymmetric exponential power distribution Pedro Delicado and M. Goria Article Item not available online. (2008)
A Sparsity Driven Kernel Machine Based on Minimizing a Generalization Error Bound Dori Peleg and Ron Meir Article (2008)
A Study of Mechanisms for Improving Robotic Group Performance Avi Rosenfeld, Gal Kaminka, Sarit Kraus and Onn Shehory Article (2008)
A Survey of Kernel and Spectral Methods for Clustering Maurizio Filippone, Francesco Camastra, Francesco Masulli and Stefano Rovetta Article (2008)
Advancing topic ontology learning through term extraction. Blaz Fortuna, Nada Lavrac and Paola Velardi Article Item not available online. (2008)
Algebraic solutions to the connectivity problem for $m$-way layouts: interaction-contrast aliasing Henry Wynn Article Item not available online. (2008)
Algebraic stability indicators for ranked lists in molecular profiling. giuseppe jurman, stefano merler, annalisa barla, antonio galea and cesare furlanello Article Item not available online. (2008)
Algorithmic Inference: from Information Granules to Subtending Functions Bruno Apolloni and Simone Bassis Article Item not available online. (2008)
Algorithms for generating convex sets in acyclic digraphs P. Balister, S. Gerke, Gregory Gutin, A. Johnstone, J. Reddington, E. Scott, A. Soleimanfallah and A. Yeo Article (2008)
An Approximation Ratio for Biclustering Kai Puolamäki, Sami Hanhijärvi and Gemma Garriga Article Item not available online. (2008)
An unusual decomposition of a complete 7-partite graph of order 28 Dragan Marušič and Edward Dobson Article Item not available online. (2008)
Analysis of Kinship Relations with Pajek Vladimir Batagelj and Andrej Mrvar Article Item not available online. (2008)
Analysis of kinship relations with Pajek Vladimir Batagelj and Andrej Mrvar Article Item not available online. (2008)
Analysis of tagged sequences by line distance matrices and grid paths Tomaž Pisanski and Agnes PIsanski Peterlin Article Item not available online. (2008)
Apprentissage semi supervisé via un SVM parcimonieux : calcul du chemin de régularisation Gilles Gasso, Karina Zapien and Stéphane Canu Article Item availablity restricted. (2008)
Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard and Klaus-Robert Müller Article (2008)
Approximations for Binary Gaussian Process Classification Hannes Nickisch and Carl Edward Rasmussen Article (2008)
Aspects of discrete mathematics and probability in the theory of machine learning Martin Anthony Article Item not available online. (2008)
Aspects of discrete mathematics and probability in the theory of machine learning Martin Anthony Article Item not available online. (2008)
Assessing the risk to intercept VoIP calls Marco Benini and Sabrina Sicari Article Item not available online. (2008)
At-TAX: A Whole Genome Tiling Array Resource for Developmental Expression Analysis and Transcript Identification in Arabidopsis thaliana S. Laubinger, G. Zeller, S.R. Henz, T. Sachsenberg, C.K. Widmer, N. Naouar, M. Vuylsteke, B. Schölkopf, G. Rätsch and D. Weigel Article (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 wave-equation migration velocity inversion using multiobjective evolutionary algorithms Vijay Pratap Singh, Bernard Duquet, Michel Léger and Marc Schoenauer Article Item not available online. (2008)
Barycentric coordinates for Lagrange interpolation over lattices on a simplex Gašper Jaklic, Jernej Kozak, Marjetka Krajnc, Vito Vitrih and Emil Žagar Article Item not available online. (2008)
Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration Omer Bobrowski, Ron Meir and Yonina Eldar Article (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)
BayesMD: flexible biological modeling for motif discovery M Tang, A Krogh and O Winther Article (2008)
Beam Sampling for the Infinite Hidden Markov Model Jurgen van Gael, Yunus Saatci, Yee Whye Teh and Zoubin Ghahramani Article (2008)
Birth of the object: Detection of objectness and extraction of object shape through object action complexes Dirk Kraft, Nicolas Pugeault, Emre Baseski, Mila Popovic, Danica Kragic, Sinan Kalkan, Florentin Woergoetter and Norbert Krueger Article (2008)
Block clustering with Bernoulli mixture models: Comparison of different approaches Gérard Govaert and Mohamed Nadif Article Item not available online. (2008)
Book review: Data Clustering: Theory Algorithms and Applications by Gan, G., Chaoqun, MA, and Wu, J. Gilles Celeux Article Item not available online. (2008)
Bounds on the power-weighted mean nearest neighbor distance Elia Liitiäinen, Amaury Lendasse and Francesco Corona Article Item availablity restricted. (2008)
Causal inference using the algorithmic Markov condition Dominik Janzing and Bernhard Schoelkopf Article (2008)
Causal Reasoning by Evaluating the Complexity of Conditional Densities with Kernel Methods X. Sun, D. Janzing and B. Schölkopf Article (2008)
Change-point estimation from indirect observations. 1. Minimax complexity A. Goldenshluger, A. Juditsky, A. Tsybakov and A. Zeevi Article Item not available online. (2008)
Change-point estimation from indirect observations. 2. Adaptation A. Goldenshluger, A. Juditsky, A. Tsybakov and A. Zeevi Article Item not available online. (2008)
Circular chromatic number of triangle-free hexagonal graphs Janez Žerovnik and Petra Šparl Article Item not available online. (2008)
Classification of 2-arc-transitive dihedrants Dragan Marušič, Aleksander Malnič and Shao Fei Du Article Item not available online. (2008)
Classification of arrayCGH data using fused SVM Franck Rapaport, Emmanuel Barillot and Jean-Philippe Vert Article Item not available online. (2008)
Closed Sets for Labeled Data Gemma Garriga, Petra Kralj and Nada Lavrac Article (2008)
Closed Sets for Labeled Data Gemma Garriga, Petra Kralj and Nada Lavrac Article Item not available online. (2008)
Compressing probabilistic Prolog programs Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo and Hannu Toivonen Article Item availablity restricted. (2008)
Computational Challenges for Noninvasive Brain Computer Interfaces Florin Popescu, Benjamin Blankertz and Klaus-Robert Müller Article (2008)
Computational Methods in Authorship Attribution Moshe Koppel, Jonathan Schler and Shlomo Argamon Article Item not available online. (2008)
Consistency of random forests and other averaging classifiers Gérard Biau, Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
Consistent Nonparametric Tests of Independence Arthur Gretton and Laszlo Gyorfi Article Item not available online. (2008)
Constructions for chiral polytopes Tomaž Pisanski, Marston D. E. Conder and Isabel Hubard 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)
Continuous lunches are free plus the design of optimal optimization algorithms Anne Auger and Olivier Teytaud Article (2008)
Contour-Propagation Algorithms for Semi-Automated Reconstruction of Neural Processes J.H. Macke, N. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article Item availablity restricted. (2008)
Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes J.H. Macke, M. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article (2008)
Convergence of Markov Chains in Information Divergence Peter Harremoes and K. K. Holst Article (2008)
Coordinating concurrent transmissions: a constant-factor approximation of maximum-weight independent set in local conflict graphs Petteri Kaski, Aleksi Penttinen and Jukka Suomela Article Item availablity restricted. (2008)
Customizing kernel functions for SVM-based hyperspectral image classification B. Guo, Steve Gunn, Bob Damper and J. D. B. Nelson Article Item not available online. (2008)
Diagnostics of prior-data conflict in applied Bayesian analysis Nicolas Bousquet Article Item not available online. (2008)
Dynamical replica analysis of processes on finitely connected random graphs: I. Vertex covering Alexander Mozeika and Anthony Coolen Article (2008)
Efficient peptide-MHC-I binding prediction for alleles with few known binders Laurent Jacob and Jean-Philippe Vert Article Item not available online. (2008)
Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares. Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Article Item not available online. (2008)
Efficient, incremental coverage of space with a continuous curve Subramanian Ramamoorthy, Ram Rajagopal and Lothar Wenzel Article Item not available online. (2008)
Eliciting Consumer Preferences using Robust Adaptive Choice Questionnaires Jacob Abernethy, Theodoros Evgeniou, Olivier Toubia and Jean-Philippe Vert Article Item not available online. (2008)
Ensembles of temporal filters enhance classification performance for ERD-based BCI systems Siamac Fazli, Cristian Grozea, Marton Donaczy, Benjamin Blankertz, Klaus-Robert Müller and Florin Popescu Article (2008)
Entropies of complex networks with hierarchically constrained topologies Ginestra Bianconi, Anthony Coolen and Conrad Perez-Vicente Article (2008)
Entropy concentration and the empirical coding game Peter Grünwald Article (2008)
Etiquetat automàtic de rols semàntics amb un sistema basat en memòria Roser Morante Article Item not available online. (2008)
Exploration in POMDPs Christos Dimitrakakis Article (2008)
Facial Shape-from-shading and Recognition Using Principal Geodesic Analysis and Robust Statistics William Smith and Edwin Hancock Article Item not available online. (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)
Finding reliable subgraphs from large probabilistic graphs Petteri Hintsanen and Hannu Toivonen Article Item availablity restricted. (2008)
Finite dimensional projection for classification and statistical learning Gilles Blanchard and Laurent Zwald Article (2008)
Finite time bounds for fitted value iteration R Munos and Csaba Szepesvari Article (2008)
Forgetting of the initial distribution for non ergodic Hidden Markov Chains Elisabeth Gassiat, Benoit Landelle and Eric Moulines Article (2008)
Gaussian Process Product Models for Nonparametric Nonstationarity Ryan Adams and Oliver Stegle Article (2008)
Gender dependent progression of systemic metabolic states in early childhood Janne Nikkilä, Marko Sysi-Aho, Andrey Ermolov, Tuulikki Seppänen-Laakso, Olli Simell, Samuel Kaski and Matej Oresic Article Item not available online. (2008)
Gene expression modelling through positive Boolean functions Francesca Ruffino, Marco Muselli and Giorgio Valentini Article (2008)
Generalization and Similarity in Exemplar Models of Categorization: Insights from Machine Learning F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2008)
Generalized Traveling Salesman Problem Reduction Algorithms Gregory Gutin and D. Karapetyan Article (2008)
Genomic Profiles Associated with Early Micrometastatis in Lung Cancer: Relevance of 4q Deletion Michaela Wrage, Salla Ruosaari, Paul P. Eijk, Jussuf T. Kaifi, Jaakko Hollmen, Emre F. Yekebas, Jacob R. Izbicki, Ruud H. Brakenhoff, Thomas Streichert, Sabine Riethdorf, Bauke Ylstra, Klaus Pantel and Harriet Wikman Article Item not available online. (2008)
Geometric Lagrange interpolation by planar cubic Pythagorean-hodograph curves Gašper Jaklic, Jernej Kozak, Marjetka Krajnc, Vito Vitrih and Emil Žagar Article Item not available online. (2008)
Gibbs Sampling in Factorized Continuous-Time Markov Processes Tal El-Hay, Nir Friedman and Raz Kupferman Article (2008)
GLM and SVM Analyses of Neural Response to Tonal and Atonal Stimuli: New Techniques and A Comparison Simon Durrant, David Hardoon, Andre Brechmann, John Shawe-Taylor, Edurado Miranda and Henning Scheich Article Item not available online. (2008)
Graph spectral image smoothing using the heat kernel Fan Zhang and Edwin Hancock Article Item not available online. (2008)
Graphical model inference in optimal control of stochastic multi-agent systems. Bart Broek, Wim Wiegerinck and Bert Kappen Article (2008)
Growth in [n]helicenes Primož Lukšic and Tomaž Pisanski Article Item not available online. (2008)
Guest Editorial: Special Issue on Inductive Logic Programming S Muggleton, R Otero and S Colton Article Item not available online. (2008)
Hamiltonicity of vertex-transitive graphs of order 4p Dragan Marušič and Klavdija Kutnar Article Item not available online. (2008)
HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (2008)
Hierarchical statistical shape analysis and prediction of sub-cortical brain structures A Rao, P Aljabar and D Rueckert Article Item not available online. (2008)
How Wrong Can We Get? A Review of Machine Learning Approaches and Error Bars Anton Schwaighofer, Timon Schroeter, Sebastian Mika and Gilles Blanchard Article (2008)
Improving morphosyntactic tagging of Slovene language through meta-tagging Jan Rupnik, Miha Grcar and Tomaz Erjavec Article Item not available online. (2008)
Improving on Expectation Propagation. Manfred Opper, Ulrich Paquet and Ole Winther Article (2008)
Inferring elapsed time from stochastic neural processes Misha Ahrens and Maneesh Sahani Article Item not available online. (2008)
Integration of Visual and Shape Attributes for Object Action Complexes'' Kaj Huebner, Marten Bjorkman, Babak Rasolzade and Danica Kragig Article Item not available online. (2008)
Interpolating support information granules Bruno Apolloni, Simone Bassis, Dario Malchiodi and Witold Pedrycz Article Item not available online. (2008)
Invariant common spatial patterns: Alleviating nonstationarities in brain-computer interfacing Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim Nikulin and Klaus-Robert Müller Article (2008)
Isotree: Tree clustering via metric embedding Xiao Bai, Andrea Torsello and Edwin Hancock Article Item not available online. (2008)
JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update J Bryne, E Valen, M Tang, T Marstrand, O Winther, I da Piedade, A Krogh, B Lenhard and A Sandelin Article Item not available online. (2008)
Kernel Methods in Machine Learning T. Hofmann, B. Schölkopf and A.J. Smola Article (2008)
Kernels, Regularization and Differential Equations F. Steinke and B. Schölkopf Article Item not available online. (2008)
Kolmogorov complexity theory over the reals Wouter M. Koolen and Martin Ziegler Article Item not available online. (2008)
Large Margin vs. Large Volume in Transductive Learning Ran El-Yaniv, Dmitry Pechyony and Vladimir Vapnik Article (2008)
Learning by mirror averaging A. Juditsky, Ph. Rigollet and A. Tsybakov Article Item not available online. (2008)
Learning by mirror averaging A. Juditsky, Ph. Rigollet and A. Tsybakov Article Item not available online. (2008)
Learning coordinate gradients with multi-task kernels Yiming Ying and Colin Campbell Article (2008)
Learning Layered Motion Segmentations of Video Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Article (2008)
Learning mixture models with Support Vector Machines for sequence classification and segmentation Trinh Minh Tri Do and Thierry Artieres Article Item not available online. (2008)
Learning probabilistic models of tree edit distance Marc Bernard, Laurent Boyer, Amaury Habrard and Marc Sebban Article Item availablity restricted. (2008)
Learning Subsumption Hierarchies of Ontology Concepts from Texts Ilias Zavitsanos, George Paliouras, George Vouros and Sergios Petridis Article Item availablity restricted. (2008)
Learning topology of a labeled data set with the supervised generative Gaussian graph Pierre Gaillard, Michael Aupetit and Gérard Govaert Article Item not available online. (2008)
Linear algorithms for online multitask classification. Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Article (2008)
Linear classification and selective sampling under low noise conditions. Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Article Item not available online. (2008)
Local Invariant Feature Detectors: A Survey Tinne Tuytelaars and Krystian Mikolajczyk Article Item availablity restricted. (2008)
Local tail bounds for functions of independent random variables Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
Macadamia: Master's programme in machine learning and data mining Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmen, Antti Honkela, Heikki Mannila, Erkki Oja and Olli Simula Article (2008)
Machine learning for in silico virtual screening and chemical genomics: new strategies Laurent Jacob and Jean-Philippe Vert Article Item not available online. (2008)
Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring Klaus-Robert Müller, Michael Tangermann, Guido Dornhege, Matthias Krauledat, Gabriel Curio and Benjamin Blankertz Article Item not available online. (2008)
Machine learning methods for predictive proteomics. annalisa barla, giuseppe jurman, samantha riccadonna, marco chierici, stefano merler and cesare furlanello Article Item not available online. (2008)
Manifold-valued Thin-plate Splines with Applications in Computer Graphics F. Steinke, M. Hein, J. Peters and B. Schölkopf Article (2008)
Memory Reduction Methodology for Distributed Arithmetic Based DWT/ IDWT. A. Acharyya, K. Maharatna, B. Al-Hashimi and Steve Gunn Article Item not available online. (2008)
Microscopic Evolution of Social Networks Jure Leskovec, Lars Backstrom, Ravi Kumar and Andrew Tomkins Article Item not available online. (2008)
Minimizing the Delta Test for Variable Selection in Regression Problems Alberto Guillen, Dusan Sovilj, Fernando Mateo, Ignacio Rojas and Amaury Lendasse Article Item not available online. (2008)
Model Based Clustering using multilocus data with loci selection Elisabeth Gassiat and Wilson Toussile Article (2008)
MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration M. Hofmann, F. Steinke, V. Scheel, G. Charpiat, J. Farquhar, P. Aschoff, M. Brady, B. Schölkopf and B.J. Pichler Article Item not available online. (2008)
Multiple Kronecker covering graphs Tomaž Pisanski and Wilfried Imrich Article Item not available online. (2008)
Multipoint approximations of identity-by-descent probabilities for accurate linkage analysis of distantly-related individuals Kees Albers, J. Stankovich, T. Thomson, M. Bahlo and Bert Kappen Article Item not available online. (2008)
NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks Petri Kontkanen, Hannes Wettig and Petri Myllymäki Article (2008)
Non-negative matrix factorization with Gaussian process priors Mikkel N. Schmidt and Hans Laurberg Article Item not available online. (2008)
Nonlinear matroid optimization and experimental design Yael Bernstein, Jon Lee, Hugo Maruri-Aguilar, Shmeul Onn, Eva Riccomagno, Robert Weismantel and Henry Wynn Article Item not available online. (2008)
Nonparametric Estimation by Convex Programming A. Juditsky and A. Nemirovski Article Item not available online. (2008)
On 2-fold covers of graphs Dragan Marušič, Aleksander Malnič, Klavdija Kutnar and Yan-Quan Feng Article Item not available online. (2008)
On cyclic edge-connectivity of fullerenes Dragan Marušič and Klavdija Kutnar Article Item not available online. (2008)
On geometric Lagrange interpolation by quadratic parametric patches Gašper Jaklic, Jernej Kozak, Marjetka Krajnc, Vito Vitrih and Emil Žagar Article Item not available online. (2008)
On Optimal Sampling for Particle Filtering in digital communication Steffen Barembruch, Aurelien Garivier and Eric Moulines Article Item not available online. (2008)
On quartic half-arc-transitive metacirculants Dragan Marušič and Primož Šparl Article Item not available online. (2008)
On Rational Stochastic Languages François Denis and Yann Esposito Article Item not available online. (2008)
On representation of DNA by line distance matrix Tomaž Pisanski, Jure Zupan and Milan Randić Article Item not available online. (2008)
On Similarities between Inference in Game Theory and Machine Learning I. Rezek, D. Leslie, S. Reece, S.J. Roberts, A. Rogers, R.K. Dash and N.K. Jennings Article Item not available online. (2008)
On the performance of clustering in Hilbert spaces Gerard Biau, Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2008)
Optimal experimental design and quadratic optimization Rebecca Haycroft, Luc Pronzato, Henry Wynn and Anatoly Zhigljavsky Article Item not available online. (2008)
Optimizing spatial filters for robust EEG single-trial analysis Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
Particle filter estimation of duration models Miguel Belmonte, Omiros Papaspiliopoulos and Mike Pitt Article Item not available online. (2008)
Particle filters for partially observed diffusions Omiros Papaspiliopoulos, Gareth Roberts and Paul Fearnhead Article Item not available online. (2008)
Penalized Partial Least Squares with Applications to B-Spline Transformations and Functional Data Nicole Krämer, Anne-Laure Boulesteix and Gerhard Tutz Article Item not available online. (2008)
Perfect codes in direct products of cycles - a complete characterization Janez Žerovnik Article Item not available online. (2008)
Phase-of-firing coding of natural visual stimuli in primary visual cortex Marcelo A. Montemurro, Malte Rasch, Yusuke Murayama, Nikos K. Logothetis and Stefano Panzeri Article Item not available online. (2008)
Planetary-Scale Views on a Large Instant-Messaging Network Jure Leskovec and Eric Horvitz Article Item not available online. (2008)
Predicting the shapes of bones at a joint: application to the shoulder Y Yang, D Rueckert and A Bull Article Item not available online. (2008)
Probabilistic inductive classes of graphs Vladimir Batagelj, Nataša Kejžar and Zoran Nikoloski Article Item not available online. (2008)
Probabilistic inductive classes of graphs Nataša Kejžar, Zoran Nikoloski and Vladimir Batagelj Article Item not available online. (2008)
Probabilistic multi-class multi-kernel learning: On protein fold recognition and remote homology detection Theodoros Damoulas and Mark Girolami Article Item not available online. (2008)
Probabilistic White Matter Fiber Tracking using Particle Filtering and von Mises-Fisher Sampling Edwin Hancock, Fan Zhang, Guido Gerig and Caset Goodlett Article Item not available online. (2008)
Protein Functional Class Prediction With a Combined Graph H.H. Shin, K. Tsuda and B. Schölkopf Article (2008)
Protein-ligand interaction prediction: an improved chemogenomics approach Laurent Jacob and Jean-Philippe Vert Article Item not available online. (2008)
QG/GA: A stochastic search for Progol S Muggleton and A Tamaddoni-Nezhad Article Item not available online. (2008)
Quasi-isometric parameterization for texture mapping Xianfang Sun and Edwin Hancock Article Item not available online. (2008)
Ranking and empirical minimization of U-statistics Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis Article Item not available online. (2008)
Reachability relations in digraphs Dragan Marušič, Aleksander Malnič, Norbert Seifter, Primož Šparl and Boris Zgrablić Article Item not available online. (2008)
Recent trends and future directions in vertex-transitive graphs Dragan Marušič and Klavdija Kutnar Article Item not available online. (2008)
Redefining the maximum sustainable yield for the Schaefer population model including multiplicative environmental noise Nicolas Bousquet, Thierry Duchesne and Louis-Paul Rivest Article Item not available online. (2008)
Regularized boost for semi-supervised learning Ke Chen and Shihai Wang Article Item not available online. (2008)
Relating the Thermodynamic Arrow of Time to the Causal Arrow. Armen Allahverdyan and Dominik Janzing Article 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)
Retractions onto series-parallel posets Victor Dalmau, Andrei Krokhin and Benoit Larose Article Item not available online. (2008)
Retrospective MCMC for Dirichlet process hierarchical models Omiros Papaspiliopoulos and Gareth Roberts 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)
Risk Assessment in Practice: A Real Case Study Marco Benini and Sabrina Sicari Article Item not available online. (2008)
Robustly estimating the flow direction of information in complex physical systems Guido Nolte, Andreas Ziehe, Vadim Nikulin, Alois Schlögl, Nicole Krämer, Tom Brismar and Klaus-Robert Müller Article Item not available online. (2008)
Rollout Sampling Approximate Policy Iteration Christos Dimitrakakis and Michail G. Lagoudakis Article (2008)
Sélection de modèles: de la théorie à la pratique Pascal Massart Article (2008)
Scene Classification Using a Hybrid Generative/Discriminative Approach Anna Bosch, Andrew Zisserman and X. Munoz Article (2008)
Selecting Hidden Markov Model State Number with Cross-Validated Likelihood Gilles Celeux and Jean-Baptiste Durand Article Item not available online. (2008)
Selective Adaptation in Networks of Heterogeneous Populations: Model, Simulation and Experiment Avner Wallach, Danny Eytan, Shimon Marom and Ron Meir Article (2008)
Semiparametric regression estimation using noisy nonlinear non invertible functions of the observations Elisabeth Gassiat and Benoit Landelle Article (2008)
Shape analysis of carbon nanotube junctions Tomaž Pisanski, Ante Graovac and István László Article Item not available online. (2008)
Signal theory for SVM kernel design with applications to parameter estimation and sequence kernels. J. D. B. Nelson, Bob Damper, Steve Gunn and B. Guo Article Item not available online. (2008)
Similarity, Kernels, and the Triangle Inequality F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2008)
SimpleMKL Alain Rakotomamonjy, Francis Bach, Yves Grandvalet and Stephane Canu Article (2008)
SIRENE: Supervised Inference of REgulatory NEtworks Fantine Mordelet and Jean-Philippe Vert Article Item not available online. (2008)
Spin models on random graphs with controlled topologies beyond degree constraints Conrad Perez-Vicente and Anthony Coolen Article (2008)
Stability of the Gibbs sampler for Bayesian hierarchical models Omiros Papaspiliopoulos and Gareth Roberts Article Item not available online. (2008)
Statistical estimation of rational transducers applied to machine translation Jesús Andrés, Alfons Juan and Francisco Casacuberta Article Item not available online. (2008)
Statistical estimation of rational transducers applied to machine translation Jesús Andrés, Francisco Casacuberta and Alfons Juan Article Item not available online. (2008)
Statistical Performance of Support Vector Machines Gilles Blanchard, Olivier Bousquet and Pascal Massart Article Item not available online. (2008)
Statistical Properties of Community Structure in Large Social and Information Networks Jure Leskovec, Kevin Lang, Anirban Dasgupta and Michael Mahoney Article Item not available online. (2008)
Stochastic orderings for discrete random variables A Giovagnoli and Henry Wynn Article Item not available online. (2008)
Strategies for prediction under imperfect monitoring. Gábor Lugosi, Shie Mannor and Gilles Stoltz Article Item not available online. (2008)
Support Vector Machines and Kernels for Computational Biology A. Ben-Hur, C.S. Ong, S. Sonnenburg, B. Schölkopf and G. Rätsch Article (2008)
Terminal polynomials and star-like graphs Boris Horvat, Tomaž Pisanski and Milan Randić Article Item not available online. (2008)
The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Marton Donaczy, Gabriel Curio and Klaus-Robert Müller Article (2008)
The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Klaus-Robert Müller Article Item not available online. (2008)
The Infinite Factorial Hidden Markov Model Jurgen van Gael, Yee Whye Teh and Zoubin Ghahramani Article (2008)
Tightening LP Relaxations for MAP using message passing David Sontag, Talya Meltzer, Amir Globerson, Tommi Jaakkola and Yair Weiss Article (2008)
Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article Item not available online. (2008)
Towards zero training for brain-computer interfacing Matthias Krauledat, Michael Tangermann, Benjamin Blankertz and Klaus-Robert Müller Article (2008)
Tracking the best quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item not available online. (2008)
Tract shape modelling provides evidence of topological change in corpus callosum genu during normal ageing Mark Bastin, Jakub Piatkowksi, Amos Storkey, L.J. Brown, A.M. Maclullich and Jonathan D. Clayden Article Item not available online. (2008)
Truncating the loop series expansion for bp. V Gomez, Joris Mooij and Bert Kappen Article (2008)
Two grammatical inference applications in music processing P. P. Cruz and Enrique Vidal Article Item not available online. (2008)
Two simple sufficient conditions for FDR control Gilles Blanchard and Etienne Roquain Article (2008)
Universal Multi-task Kernels Charles A. Micchelli, Andrea Caponnetto, Massimiliano Pontil and Yiming Ying Article (2008)
Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces. Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
Using Multiplicity Automata to Identify Transducer Relations from Membership and Equivalence Queries Jose Oncina Article 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)
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. (2008)
Variational inference for Markov jump processes Manfred Opper and Guido Sanguinetti Article (2008)
Virtual screening of GPCRs: an in silico chemogenomics approach Laurent Jacob, Brice Hoffmann, Véronique Stoven and Jean-Philippe Vert Article Item not available online. (2008)
Visualizing the Repeat Structure of Genomic Sequences Nava E. Whiteford, Gerald Weber, Adam Prügel-Bennett, Jonathan W. Essex and Cameron Neylon Article (2008)
Voluntary Brain Regulation and Communication with ECoG-Signals T. Hinterberger, G. Widmann, T.N. Lal, J. Hill, M. Tangermann, W. Rosenstiel, B. Schölkopf, C.E. Elger and N. Birbaumer Article (2008)
Weighted Sampling for Large-Scale Boosting Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2008)

Book

Selected Proceedings of Machine Learning in Systems Biology: MLSB 2007 Book (17 December 2008)
Bit-Interleaved Coded Modulation Albert Guillén i Fàbregas, Alfonso Martinez and Giuseppe Caire Book Item not available online. (December 2008)
19th International Conference on Algorithmic Learning Theory, ALT 2008, Proceedings Book Item not available online. (02 October 2008)
Inference and Estimation in Probabilistic Time-Series Models David Barber and Silvia Chiappa Book (18 June 2008)
Biometric Person Recognition: Face, Speech and Fusion. Conrad Sanderson Book Item not available online. (11 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)
10e Conférence d'Apprentissage Book Item not available online. (29 May 2008)
Proceedings of the the Second Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA) Book (2008)
Applications of Reinforcement Learning to Structured Prediction francis maes, Ludovic Denoyer and Patrick Gallinari Book (2008)
ESTSP 2008: Proceedings Book Item availablity restricted. (2008)
Exploratory social network analysis with Pajek Vladimir Batagelj, Andrej Mrvar and Wouter de Nooy Book Item not available online. (2008)
Festschrift in Honor of Jorma Rissanen on the Occasion of his 75th Birthday Book Item not available online. (2008)
Supervised and Unsupervised Ensemble Methods and their Applications Book Item not available online. (2008)
The puzzle of granular computing Bruno Apolloni, Witold Pedrycz, Simone Bassis and Dario Malchiodi Book Item not available online. (2008)

Book Section

Melody recognition with learned edit distances Amaury Habrard, José Iñesta, Rizo David and Marc Sebban Book Section (December 2008)
Statistical Language Modeling for Automatic Speech Recognition of Agglutinative Languages Ebru Arisoy, Mikko Kurimo, Murat Saraclar, Teemu Hirsimäki, David Askey, Tanel Alumäe and Hasim Sak Book Section Item availablity restricted. (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)
Probabilistic Inference for Fast Learning in Control Carl Edward Rasmussen and Marc Deisenroth Book Section (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)
Active learning in multi-armed bandits András Antos, Varun Grover and Csaba Szepesvari Book Section Item availablity restricted. (02 October 2008)
Growth optimal portfolio selection strategies with transaction costs Laszlo Gyorfi and István Vajda Book Section Item availablity restricted. (02 October 2008)
Nonparametric independence tests: space partitioning and kernel approaches Arthur Gretton and Laszlo Gyorfi Book Section (02 October 2008)
Online Regret Bounds for Markov Decision Processes with Deterministic Transitions Ronald Ortner Book Section Item not available online. (October 2008)
Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd and Jaakko Hollmen Book Section Item availablity restricted. (October 2008)
Robust Bio-regenerative Life Support Systems Control Jordi Duatis, Cecilio Angulo, Vicenç Puig and Pedro Ponsa Book Section Item not available online. (06 August 2008)
A ground-truth experiment on melody genre recognition in absence of timbre José Iñesta, Ponce de León Pedro J. and Heredia-Agoiz Jose L. Book Section (August 2008)
Estimation of parametric nonlinear ODEs for biological networks identification Florence d'Alché-Buc and Nicolas Brunel Book Section (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)
Lazy planning under uncertainties by optimizing decisions on an ensemble of incomplete disturbance trees Boris Defourny, Damien Ernst and Louis Wehenkel Book Section (30 June 2008)
Selection of important input variables for RBF networks using partial serivatives Jarkko Tikka and Jaakko Hollmen Book Section (23 April 2008)
Multiple Fundamental Frequency estimation using Gaussian smoothness Pertusa Antonio and José Iñesta Book Section (March 2008)
Prediction with the SVM using test point margins Sureyya Ozogur, Zakria Hussain and John Shawe-Taylor Book Section (31 January 2008)
Practical Feature Selection: from Correlation to Causality Isabelle Guyon Book Section (16 January 2008)
Induction as a Search Stasinos Konstantopoulos, Rui Camacho, Nuno Fonseca and Vitor Santos Costa Book Section Item not available online. (January 2008)
Instrumented Usability Analysis for Mobile Devices: Gait Phase Effects Andrew Crossan, Roderick Murray-Smith, Stephen Brewster and Bojan Musizza Book Section Item not available online. (January 2008)
Model-Based Target Sonification in Small Screen Devices: Perception and Action Parisa Eslambolchilar, Andrew Crossan, Roderick Murray-Smith, Sarah Dalzel-Job and Frank Pollick Book Section Item not available online. (January 2008)
Rule extraction based on support and prototype vectors Haydemar Núñez, Cecilio Angulo and Andreu Català Book Section Item not available online. (January 2008)
Ensemble Clustering with a Fuzzy Approach R Avogadri and Giorgio Valentini Book Section (2008)
Experiments on Selection of Codebooks for Local Image Feature Histograms Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2008)
A factor-analysis decoder for high-performance neural prostheses. Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani and Krishna V. Shenoy Book Section Item availablity restricted. (2008)
A Kernel Statistical Test of Independence A. Gretton, K. Fukumizu, C.H. Teo, L. Song, B. Schölkopf and A.J. Smola Book Section (2008)
A path following algorithm for graph matching Mikhail Zaslavskiy, Francis Bach and Jean-Philippe Vert Book Section Item not available online. (2008)
A probabilistic model for generating realistic lip movements from speech Gwenn Englebienne, Tim F Cootes and Magnus Rattray Book Section (2008)
Algorithmic Information Theory Peter Grünwald and Paul Vitányi Book Section (2008)
An algorithm to assess the reliability of hierarchical clusters in gene expression data R. Avogadri, M. Brioschi, F. Ruffino, F. Ferrazzi, A. Beghini and Giorgio Valentini Book Section (2008)
An Analysis of Inference with the Universum F.H. Sinz, O. Chapelle, A. Agarwal and B. Schölkopf Book Section (2008)
Analysis of joint inference strategies for the semantic role labeling of Spanish and Catalan Mihai Surdeanu, Roser Morante and LLuís Màrquez Book Section Item not available online. (2008)
Authorship Attribution in Law Enforcement Scenarios Moshe Koppel, Jonathan Schler and Eran Messeri Book Section Item not available online. (2008)
Automatic 3D Face Reconstruction from Single Images or Video P. Breuer, K.I. Kim, W. Kienzle, B. Schölkopf and V. Blanz Book Section (2008)
Automatic Image Colorization Via Multimodal Predictions G. Charpiat, M. Hofmann and B. Schölkopf Book Section (2008)
Bayesian Biclustering with the Plaid Model José Caldas and Samuel Kaski Book Section Item not available online. (2008)
Causal graphical models with latent variables : learning and inference Philippe Leray, Stijn Meganck, Sam Maes and Bernard Manderick Book Section 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)
Factorized NML models Petri Myllymäki, Teemu Roos, Tomi Silander, Petri Kontkanen and Henry Tirri Book Section (2008)
Fast Gaussian process methods for point process intensity estimation. John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section (2008)
Fitted Q-iteration in continuous action-space MDPs András Antos, Rémi Munos and Csaba Szepesvari Book Section Item availablity restricted. (2008)
Greedy Like Algorithms for the Traveling Salesman and Multidimensional Assignment Problems Gregory Gutin and D. Karapetyan Book Section (2008)
Inferring neural firing rates from spike trains using Gaussian processes. John P Cunningham, Byron M Yu, Krishna V Shenoy and Maneesh Sahani Book Section (2008)
Injective Hilbert Space Embeddings of Probability Measures B.K. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet and B. Schölkopf Book Section (2008)
Kernel Based Text-Independent Speaker Verification Johnny Mariéthoz, Samy Bengio and Yves Grandvalet Book Section Item not available online. (2008)
Kernel based text-independent speaker verification J. Mariethoz, Yves Grandvalet and Samy Bengio Book Section Item not available online. (2008)
Kernel Measures of Conditional Dependence K. Fukumizu, A. Gretton, X. Sun and B. Schölkopf Book Section (2008)
Kernel Methods for Smart Antennas Angel Navia-Vazquez, M. Martínez-Ramón, R. Jordan and C.G. Christodoulou Book Section Item availablity restricted. (2008)
Learning Inverse Dynamics: A Comparison D. Nguyen-Tuong, J. Peters, M. Seeger and B. Schölkopf Book Section (2008)
Learning with Malicious Noise Peter Auer Book Section Item not available online. (2008)
Modeling natural sounds with modulation cascade processes. Richard Turner and Maneesh Sahani Book Section (2008)
Natural Language as the Basis for Meaning Representation and Inference Ido Dagan, Roy Bar Haim, Idan Szpektor, Iddo Greental and Eyal Shnarch Book Section (2008)
Neural decoding of movements: From linear to nonlinear trajectory models. Byron M Yu, John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section Item not available online. (2008)
On sparsity and overcompleteness in image models. Pietro Berkes, Richard Turner and Maneesh Sahani Book Section (2008)
OP-ELM: Theory, Experiments and a Toolbox Yoan Miche, Antti Sorjamaa and Amaury Lendasse Book Section Item availablity restricted. (2008)
Optimal control in large stochastic multi-agent systems Bart Broek, Wim Wiegerinck and Bert Kappen Book Section (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)
RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics B. Schölkopf, B.K. Sriperumbudur, A. Gretton and K. Fukumizu Book Section (2008)
Sparse Multiscale Gaussian Process Regression C. Walder, K.I. Kim and B. Schölkopf Book Section (2008)
Tailoring density estimation via reproducing kernel moment matching L. Song, X. Zhang, A. Smola, A. Gretton and B. Schölkopf Book Section (2008)
Techniques for image classification, object detection and object segmentation Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2008)
That simple device already used by Gauss Peter Grünwald Book Section (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)

Conference or Workshop Item

Learning shared and separate features from two related data sets using GPLVM's Gayle Leen and Colin Fyfe Conference or Workshop Item (13 December 2008)
Regression Canonical Correlation Analysis Jan Rupnik and Blaz Fortuna Conference or Workshop Item Item not available online. (13 December 2008)
Two-level infinite mixture for multi-domain data. Simon Rogers, Arto Klami, J Sinkkonen, Mark Girolami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (13 December 2008)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
Kernel Measures of Independence for non-iid Data Xinhua Zhang, Le Song, Arthur Gretton and Alex Smola Conference or Workshop Item (08 December 2008)
On Recurrence Formulas for Computing the Stochastic Complexity Tommi Mononen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (07 December 2008)
A pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms Eva Gomez-Ballester, Luisa Mico and Jose Oncina Conference or Workshop Item Item not available online. (04 December 2008)
A Hebbian Learning Rule for Optimal Decision Making Michael Pfeiffer, Bernhard Nessler and Wolfgang Maass Conference or Workshop Item Item not available online. (December 2008)
Automated flower classification over a large number of classes Maria-Elena Nilsback and Andrew Zisserman Conference or Workshop Item (December 2008)
Block iterative algorithms for non-negative matrix approximation Suvrit Sra Conference or Workshop Item Item not available online. (December 2008)
Cost-sensitive parsimonious linear regression Robby Goetschalckx, Scott Sanner and Kurt Driessens Conference or Workshop Item Item not available online. (December 2008)
Design and Analysis of the Causation and Prediction Challenge Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov Conference or Workshop Item (December 2008)
Frequent Subgraph Retrieval in Geometric Graph Databases Sebastian Nowozin and Koji Tsuda Conference or Workshop Item (December 2008)
Groupwise sparsity enforcing estimators for solving the EEG/MEG inverse problem Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert Müller and Guido Nolte Conference or Workshop Item Item not available online. (December 2008)
Inferring Differential Leukocyte Activity from Antibody Microarrays using a Latent Variable Model Joshua W.K. Ho, Rajeev Koundinya, Tiberio S. Caetano, Cristobal G. Dos Remedios and Michael A. Charleston Conference or Workshop Item Item not available online. (December 2008)
Infinite Kernel Learning Peter Gehler and Sebastian Nowozin Conference or Workshop Item (December 2008)
Joint Kernel Support Estimation for Structured Prediction Christoph Lampert and Matthew Blaschko Conference or Workshop Item Item not available online. (December 2008)
Melody Recognition with Learned Edit Distances Amaury Habrard, José Iñesta, David Rizo and Marc Sebban Conference or Workshop Item Item availablity restricted. (December 2008)
Non-sparse Multiple Kernel Learning Marius Kloft, Ulf Brefeld, Pavel Laskov and Sören Sonnenburg Conference or Workshop Item (December 2008)
Online optimization in X-armed bandits Sébastien Bubeck, Rémi Munos, Gilles Stoltz and Csaba Szepesvari Conference or Workshop Item (December 2008)
Robust Near-Isometric Matching via Structured Learning of Graphical Models Julian J. McAuley, Tiberio S. Caetano and Alex J. Smola Conference or Workshop Item (December 2008)
Support Vector Machines with a Reject Option Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet and Stéphane Canu Conference or Workshop Item (December 2008)
Transpositions and Move Groups in Monte Carlo Tree Search Benjamin E Childs, James H Brodeur and Levente Kocsis Conference or Workshop Item (December 2008)
Use of Structured Pattern Representations for Combining Classifiers Raisa Socorro and Luisa Mico Conference or Workshop Item Item availablity restricted. (December 2008)
Efficient Graphlet Kernels for Large Graph Comparison Nino Shervashidze, S.V.N. Vishwanathan, Tobias H. Petri, Kurt Mehlhorn and Karsten M. Borgwardt Conference or Workshop Item Item not available online. (05 November 2008)
Latent Force Models Mauricio Alvarez, David Luengo-Garcia and Neil Lawrence Conference or Workshop Item (05 November 2008)
Identifying interface elements implied in protein-protein interactions using statistical tests and Frequent Item Sets Christine Martin and Antoine Cornuéjols Conference or Workshop Item (03 November 2008)
Efficient semantic inference over language expressions Roy Bar Haim and Ido Dagan Conference or Workshop Item Item not available online. (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)
Variational Bayes learning from relevant tasks only Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Conference or Workshop Item (31 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 (30 October 2008)
Adaptive Distributed Mechanism Against Flooding Network Attacks Based on Machine Learning Josep Ll. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item availablity restricted. (27 October 2008)
Online Regret Bounds for Markov Decision Processes with Deterministic Transitions Ronald Ortner Conference or Workshop Item Item not available online. (16 October 2008)
A Uniform Lower Error Bound for Half-space Learning Andreas Maurer and Massimiliano Pontil Conference or Workshop Item Item not available online. (13 October 2008)
Exploiting Cluster-Structure to Predict the Labeling of a Graph Mark Herbster Conference or Workshop Item (13 October 2008)
A New Least Squares Adaptation Scheme for the Affine Combination of Two Adaptive Filters Luis Azpicueta-Ruiz, Aníbal Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (October 2008)
A new least squares adaptation scheme for the affine combination of two adaptive filters Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (October 2008)
Adaptive combination of IPNLMS filters for robust sparse echo cancellation Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Conference or Workshop Item (October 2008)
Automatic Feature Selection for Anomaly Detection Marius Kloft, Ulf Brefeld, Patrick Düssel, Christian Gehl and Pavel Laskov Conference or Workshop Item (October 2008)
Calibration from statistical properties of the visual world Etienne Grossmann, José António Gaspar and Francesco Orabona Conference or Workshop Item Item availablity restricted. (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)
Constructing category hierarchies for visual recognition Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (October 2008)
Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces Andreas Maurer and Massimiliano Pontil Conference or Workshop Item (October 2008)
Learning and Generalization with the Information Bottleneck Ohad Shamir, Sivan Sabato and Naftali Tishby Conference or Workshop Item (October 2008)
Learning the scope of negation in biomedical texts Roser Morante, Anthony Liekens and Walter Daelemans Conference or Workshop Item Item not available online. (October 2008)
Learning to Localize Objects with Structured Output Regression Matthew Blaschko and Christoph Lampert Conference or Workshop Item (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)
Supervised learning for computer vision: theory and algorithms Francis Bach and Jean-Yves Audibert Conference or Workshop Item Item not available online. (October 2008)
A Bayesian Approach to Learning in Fault Isolation Anna Pernestål, Hannes Wettig, Tomi Silander, Matias Nyberg and Petri Myllymäki Conference or Workshop Item (22 September 2008)
Learning Languages from Bounded Resources: the Case of the DFA and the Balls of Strings Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Conference or Workshop Item Item not available online. (22 September 2008)
Towards feasible PAC-learning of probabilistic deterministic finite automata Jorge Castro and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (22 September 2008)
Audio Music Classification Using A Combination Of Spectral, Timbral, Rhythmic, Temporal And Symbolic Features Thomas Lidy, Andreas Rauber, Antonio Pertusa, Pedro J. Ponce de León and José Iñesta Conference or Workshop Item (17 September 2008)
Computing the Multinomial Stochastic Complexity in Sub-Linear Time Tommi Mononen and Petri Myllymäki Conference or Workshop Item (17 September 2008)
Expression Invariant 3D Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (17 September 2008)
Factorized normalized maximum likelihood criterion for learning Bayesian network structures Tomi Silander, Teemu Roos, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (17 September 2008)
Multiple Fundamental Frequency Estimation Using Gaussian Smoothness And Short Context Antonio Pertusa and José Iñesta Conference or Workshop Item (17 September 2008)
Module extraction in autoregressive models : application to gene regulatory networks inference. Nicolas J-B. Brunel, Yousri Slaoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (13 September 2008)
Multi-spectral biclustering for data described by multiple similarities Farida Zehraoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (13 September 2008)
Instance or Prototype Selection for Function Approximation using Mutual Information Alberto Guillén, Luis Herrera, Gines Rubio Rubio, Amaury Lendasse, Hector Pomares and Ignacio Rojas Conference or Workshop Item Item availablity restricted. (07 September 2008)
A Polynomial Algorithm for the Inference of Context Free Languages Alexander Clark, Rémi Eyraud and Amaury Habrard Conference or Workshop Item Item availablity restricted. (September 2008)
A spatio-temporal descriptor based on 3D-gradients Alexander Klaser and Marcin Marszalek Conference or Workshop Item (September 2008)
A Spatio-Temporal Descriptor Based on 3D-Gradients Alexander Klaser, Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (September 2008)
Ambiguity Modeling in Latent Spaces Carl Henrik Ek, Jon Rihan, Philip Torr, Gregory Rogez and Neil Lawrence Conference or Workshop Item (September 2008)
Combined classification and channel/basis selection with L1-L2 regularization with application to P300 speller system Ryota Tomioka and Stefan Haufe Conference or Workshop Item (September 2008)
Estimating Noise and Dimensionality in BCI Data Sets: Towards BCI Illiteracy Comprehension Claudia Sannelli, Mikio braun, Michael Tangermann and Klaus-Robert Müller Conference or Workshop Item Item not available online. (September 2008)
Exact and Approximate Inference for Annotating Graphs with Structural SVMs Thoralf Klein, Ulf Brefeld and Tobias Scheffer Conference or Workshop Item (September 2008)
Multi-spectral biclustering for data described by multiple similarities. farida zehraoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (September 2008)
Object Class Segmentation using Random Forests Florian Schroff, Antonio Criminisi and Andrew Zisserman Conference or Workshop Item (September 2008)
Relevant Representations for the Inference of Rational Stochastic Tree Languages François Denis, Edouard Gilbert, Amaury Habrard, Faissal Ouardi and Marc Tommasi Conference or Workshop Item Item availablity restricted. (September 2008)
Scalable Feature Selection for Multi-class Problems Boris Chidlovskii and Loic Lecerf Conference or Workshop Item Item not available online. (September 2008)
Selective Breeding Analysed as a Communication Channel Chris Watkins Conference or Workshop Item Item availablity restricted. (September 2008)
Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis Matthew Blaschko, Christoph Lampert and Arthur Gretton Conference or Workshop Item (September 2008)
Mining adaptively frequent closed unlabeled rooted trees in data streams Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (27 August 2008)
Efficient tracking of the best of many experts Andras Gyorgy, Tamas Linder and Gábor Lugosi Conference or Workshop Item Item not available online. (26 August 2008)
On sequentially normalized maximum likelihood models Teemu Roos and Jorma Rissanen Conference or Workshop Item (18 August 2008)
Recent Advances in Computing the NML for Discrete Bayesian Networks Petri Myllymäki Conference or Workshop Item (18 August 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 Fast Method for Training Linear SVM in the Primal Trinh Minh Tri Do and thierry artières Conference or Workshop Item (August 2008)
Agnostic Learning vs. Prior Knowledge Challenge Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley Conference or Workshop Item Item availablity restricted. (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)
Max-Margin Learning of Gaussian Mixtures with Sequential Minimal Optimization Trinh Minh Tri Do and thierry artières Conference or Workshop Item Item not available online. (August 2008)
Model Selection with Support Vector Machines Trinh Minh Tri Do and thierry artières Conference or Workshop Item Item not available online. (August 2008)
Partial Least Squares Regression for Graph Mining Hiroto Saigo, Nicole Krämer and Koji Tsuda Conference or Workshop Item (August 2008)
TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-rich Parsing Xavier Carreras, Michael Collins and Terry Koo Conference or Workshop Item (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)
On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem Tommi Mononen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (14 July 2008)
On-line sequential bin packing Andras Gyorgy, Gábor Lugosi and Gyorgy Ottucsak Conference or Workshop Item Item availablity restricted. (09 July 2008)
Induction of node label controlled graph grammar rules Hendrik Blockeel and Siegfried Nijssen Conference or Workshop Item Item not available online. (04 July 2008)
Enhancing Speaker Recognition with Virtual Examples Yosef Solewicz and Hagai Aronowitz Conference or Workshop Item Item not available online. (02 July 2008)
A Decoupled Approach to Exemplar-based Unsupervised Learning Sebastian Nowozin and Gökhan BakIr Conference or Workshop Item (July 2008)
A game-theoretic analysis of updating sets of probabilities Peter Grünwald and Joseph Halpern Conference or Workshop Item (July 2008)
A sequential Monte Carlo algorithm for coalescent clustering. Dilan Gorur and Yee Whye Teh Conference or Workshop Item Item not available online. (July 2008)
Adaptive aggregation for Reinforcement Learning with efficient exploration: deterministic domains Andrey Bernstein and Nahum Shimkin Conference or Workshop Item Item not available online. (July 2008)
Algorithms for parameter estimation of differential equations based on nonparametric estimators Nicolas J-B. Brunel and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (July 2008)
An Empirical Comparison of NML Clustering Algorithms Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (July 2008)
Coding and Modulation for the Additive Exponential Noise Channel Alfonso Martinez Conference or Workshop Item Item not available online. (July 2008)
Efficiently Solving Convex Relaxations for MAP Estimation M. Pawan Kumar and Philip Torr Conference or Workshop Item (July 2008)
Focal and rotationally invariant source reconstruction for EEG/MEG Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Conference or Workshop Item (July 2008)
Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization Omid David-Tabibi, Moshe Koppel and Nathan Netanyahu Conference or Workshop Item Item not available online. (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)
Item pricing for revenue maximization Maria-Florina Balcan, Yishay Mansour and Acrim Blum Conference or Workshop Item (July 2008)
Kullback-Leibler Divergence Estimation of Continuous Distributions Fernando Perez-Cruz Conference or Workshop Item (July 2008)
Learning inclusion-optimal chordal graphs Vincent Auvray and Louis Wehenkel Conference or Workshop Item (July 2008)
Learning to analyse tonal music Illescas Plácido R., Rizo D. and José Iñesta Conference or Workshop Item (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)
Magrathea: A Mobile Agent- and Sensing Platform Jukka Perkiö, Petri Myllymäki, Ville Tuulos and Peter Boda Conference or Workshop Item Item not available online. (July 2008)
Modeling celtic violin expressive performance Ramírez Rafael, Pérez A., Kersten Stefan, Rizo David, Illescas Plácido R. and José Iñesta Conference or Workshop Item Item not available online. (July 2008)
Nearest hyperdisk methods for high-dimensional classification Hakan Cevikalp, William Triggs and Robi Polikar Conference or Workshop Item (July 2008)
On Partial Optimality in Multi-label MRFs Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov and Philip Torr Conference or Workshop Item (July 2008)
On the role of information theoretic uncertainty relations in quantum physics Peter Harremoes and P. Jizba Conference or Workshop Item Item not available online. (July 2008)
Optimized cutting plane algorithm for support vector machines Vojtech Franc and Sören Sonnenburg Conference or Workshop Item (July 2008)
Product Retrieval for Grocery Stores Petteri Nurmi, Eemil Lagerspetz, Wray Buntine, Patrik Floréen and Joonas Kukkonen Conference or Workshop Item (July 2008)
Reinforcement learning with the use of costly features Robby Goetschalckx, Scott Sanner and Kurt Driessens Conference or Workshop Item Item not available online. (July 2008)
Robot personality: Representation and externalization Stasinos Konstantopoulos, Vangelis Karkaletsis and Colin Matheson Conference or Workshop Item (July 2008)
Stopping conditions for exact computation of leave-one-out error in support vector machines Vojtech Franc, Pavel Laskov and Klaus-Robert Müller Conference or Workshop Item (July 2008)
Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines Pavel Laskov, Vojtech Franc and Klaus-Robert Müller Conference or Workshop Item (July 2008)
The Projectron: a bounded kernel-based Perceptron Francesco Orabona, Joseph Keshet and Barbara Caputo Conference or Workshop Item (July 2008)
Transductive learning and computer vision Jean-Yves Audibert Conference or Workshop Item Item not available online. (July 2008)
Natural Conjugate Gradient in Variational Inference Antti Honkela, Matti Tornio, Tapani Raiko and Juha Karhunen Conference or Workshop Item Item availablity restricted. (29 June 2008)
Consistent Image Analogies using Semi-supervised Learning Li Cheng, SVN Vishwanathan and Xinhua Zhang Conference or Workshop Item (24 June 2008)
Discriminative Human Action Segmentation and Recognition using Semi-Markov Model Qinfeng Shi, Li Wang, Li Cheng and Alex Smola Conference or Workshop Item (23 June 2008)
Kernel Regression Framework for Machine Translation: UCL System Description for WMT 2008 Shared Translation Task. Zhuoran Wang and John Shawe-Taylor Conference or Workshop Item (19 June 2008)
Analysis of Optimistic Algorithms for the Exploration/Exploitation Trade-Off Peter Auer Conference or Workshop Item (18 June 2008)
Estimation of Information Theoretic Measures for Continuous Random Variables Fernando Perez-Cruz Conference or Workshop Item (06 June 2008)
Sparse Convolved Gaussian Processes for Multi-output Regression Mauricio Alvarez and Neil Lawrence Conference or Workshop Item (06 June 2008)
Bayes optimal classification for decision trees Siegfried Nijssen Conference or Workshop Item Item not available online. (05 June 2008)
SHREC'08 Entry: Shape Based Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (04 June 2008)
On the learning of nonlinear visual features from natural images by optimizing response energies Jussi Lindgren and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (01 June 2008)
Unsupervised learning of dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (01 June 2008)
A Multiple Kernel Learning Approach to Joint Multi-Class Object Detection Christoph Lampert and Matthew Blaschko Conference or Workshop Item (June 2008)
Accounting for non-genetic factors improves the power of eQTL studies Oliver Stegle, Anitha Kannan, Richard Durbin and John M. Winn Conference or Workshop Item (June 2008)
Algorithms for infinitely many-armed bandits Yizao Wang, Jean-Yves Audibert and Rémi Munos Conference or Workshop Item Item not available online. (June 2008)
Approximate Dynamic Programming with Gaussian Processes Marc Deisenroth, Jan Peters and Carl Edward Rasmussen Conference or Workshop Item (June 2008)
Bayesian Color Constancy Revisited Peter Gehler, Carsten Rother, Andrew Blake, Tom Minka and Toby Sharp Conference or Workshop Item (June 2008)
Beyond Sliding Windows: Object Localization by Efficient Subwindow Search Christoph Lampert, Matthew Blaschko and Thomas Hofmann Conference or Workshop Item (June 2008)
Correlational Spectral Clustering Matthew Blaschko and Christoph Lampert Conference or Workshop Item (June 2008)
Estimating Labels from Label Proportions Novi Quadrianto, Alex J. Smola, Tiberio S. Caetano and Quoc V. Le Conference or Workshop Item (June 2008)
Estimation of Differential Equations via Nonparametric Methods: Applications in Systems Biology Nicolas J-B. Brunel and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (June 2008)
Learning realistic human actions from movies Ivan Laptev, Marcin Marszalek, Cordelia Schmid and Benjamin Rozenfeld Conference or Workshop Item (June 2008)
Margin-based discriminant dimensionality reduction for visual recognition Hakan Cevikalp, William Triggs, Frederic Jurie and Robi Polikar Conference or Workshop Item (June 2008)
MILEPOST GCC: machine learning based research compiler Grigori Fursin, Cupertino Miranda, Olivier Temam, Mircea Namolaru, Elad Yom-Tov, Ayal Zaks, Bilha Mendelson, Phil Barnard, Elton Ashton, Eric Courtois, Francois Bodin, Edwin Bonilla, John Thomson, Hugh Leather, Christopher Williams and Michael O'Boyle Conference or Workshop Item (June 2008)
Partitioning of Image Datasets using Discriminative Context Information Christoph Lampert Conference or Workshop Item (June 2008)
Progressive Search Space Reduction for Human Pose Estimation Vittorio Ferrari, Manuel Marin-Jimenez and Andrew Zisserman Conference or Workshop Item (June 2008)
Randomized trees for human pose detection Gregory Rogez, Jonathan Rihan, Srikumar Ramalingam, Carlos Orrite and Philip Torr Conference or Workshop Item (June 2008)
Reduce, Reuse & Recycle: Efficiently Solving Multi-Label MRFs Karteek Alahari, Pushmeet Kohli and Philip Torr Conference or Workshop Item (June 2008)
Reinforcement Learning with Limited Reinforcement: Using Bayes-Risk for Active Learning in POMDPS Finale Doshi, Joelle Pineau and Nicholas Roy Conference or Workshop Item (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)
Simple Semi-supervised Dependency Parsing Terry Koo, Xavier Carreras and Michael Collins Conference or Workshop Item (June 2008)
Simultaneous learning of a discriminative projection and prototypes for nearest-neighbor classification Mauricio Villegas and Roberto Paredes Conference or Workshop Item Item not available online. (June 2008)
Tailoring Density Estimation via Reproducing Kernel Moment Matching Le Song, Xinhua Zhang, Alex Smola, Arthur Gretton and Bernhard Schölkopf Conference or Workshop Item (June 2008)
Using Recognition to Guide a Robot's Attention Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (June 2008)
Solving the data association problem in multi-object tracking by Fourier analysis on the symmetric group Risi Kondor Conference or Workshop Item Item not available online. (28 May 2008)
Variational inference and learning for continuous-time nonlinear state-space models Antti Honkela, Markus Harva, Tapani Raiko and Juha Karhunen Conference or Workshop Item (27 May 2008)
Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning Subramanian Ramamoorthy and Benjamin Kuipers Conference or Workshop Item Item not available online. (23 May 2008)
A Machine Learning (Theory) Perspective on Computer Vision Peter Auer Conference or Workshop Item (09 May 2008)
Learning mixture models - courseware for finite mixture distributions of multivariate Bernoulli distributions Jaakko Hollmen and Tapani Raiko Conference or Workshop Item (07 May 2008)
Macadamia: Master's Programme in Machine Learning and Data Mining Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmen, Anttí Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja and Olli Simula Conference or Workshop Item (06 May 2008)
Machine Learning in Secondary Education? Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (06 May 2008)
Teaching Experiments and Programming for Machine Learning François Jacquenet Conference or Workshop Item (06 May 2008)
Computing the NML for Bayesian Forests via Matrices and Generating Polynomials Tommi Mononen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (05 May 2008)
Monte Carlo estimation of minimax regret with an application to MDL model selection Teemu Roos Conference or Workshop Item (05 May 2008)
Optimal Input Covariance for Multiple-Input Multiple-Output Gaussian Channels with Arbitrary Inputs M Rodrigues, Fernando Perez-Cruz and S Verdu Conference or Workshop Item (05 May 2008)
Inferring Sparse Kernel Combinations and Relevance Vectors: An application to subcellular localization of proteins Theodoros Damoulas, Yiming Ying, Mark Girolami and Colin Campbell Conference or Workshop Item (01 May 2008)
On the Uncertainty in Sequential Hypothesis Testing R Santiago-Mozos, R. Fernandez-Lorenzana, Fernando Perez-Cruz and A Artes-Rodriguez Conference or Workshop Item (May 2008)
A Bayesian Approach to Empirical Local Linearization for Robotics Jo-Anne Ting, Aaron D'Souza, Sethu Vijayakumar and Stefan Schaal Conference or Workshop Item (May 2008)
A point of view on teaching Pattern Recognition Luisa Mico Conference or Workshop Item Item not available online. (May 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)
How Automated Agents Treat Humans and Other Automated Agents in Situations of Inequity: An Experimental Study Ron Katz and Sarit Kraus Conference or Workshop Item (May 2008)
Identifying meaningful places – the nonparametric way Petteri Nurmi and Sourav Bhattacharya Conference or Workshop Item (May 2008)
Multi-Classification by Categorical Features via Clustering. Yevgeny Seldin and Naftali Tishby Conference or Workshop Item (May 2008)
On Agnostic Boosting and Parity Learning Adam Kalai, Yishay Mansour and Elad Verbin Conference or Workshop Item (May 2008)
Optimal Precoding for Digital Subscriber Lines Fernando Perez-Cruz, Massimiliano Rodrigues and S Verdu Conference or Workshop Item (May 2008)
Programming Agents as a Means of Capturing Self-Strategy Michal Chalamish, David Sarne and Sarit Kraus Conference or Workshop Item (May 2008)
Sentiment analysis using automatically labeled financial news Michel Genereux, Thierry Poibeau and Moshe Koppel Conference or Workshop Item Item not available online. (May 2008)
Spring School in Machine Learning and Teaching experiences Cécile Capponi, François Denis, Rémi Eyraud, Amaury Habrard and Liva Ralaivola Conference or Workshop Item Item not available online. (May 2008)
Spring school in machine learning: teaching experiences Cécile Capponi, François Denis, Rémi Eyraud, Amaury Habrard and Liva Ralaivola Conference or Workshop Item (May 2008)
Synthesis of Strategies from Interaction Traces Tsz-Chiu Au, Dana Nau and Sarit Kraus Conference or Workshop Item (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)
Linear projection based on noise variance estimation: Application to spectral data Amaury Lendasse and Francesco Corona Conference or Workshop Item Item availablity restricted. (24 April 2008)
Reducing wasted resources to help achieve green data centers Jordi Torres, David Carrera, Kevin Hogan, Ricard Gavaldà, Vicenç Beltrán and Nicolas Poggi Conference or Workshop Item Item availablity restricted. (14 April 2008)
Learning coordinate gradients with multi-task kernels Yiming Ying and Colin Campbell Conference or Workshop Item (01 April 2008)
Context-dependent kernel design for object matching and recognition Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa and Renaud Keriven Conference or Workshop Item Item not available online. (April 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)
Model-based Reinforcement Learning with Continuous States and Actions Marc Deisenroth, Carl Edward Rasmussen and Jan Peters Conference or Workshop Item (April 2008)
Segmentation by transduction Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce and Florent Ségonne Conference or Workshop Item Item not available online. (April 2008)
Signal Masking in Gaussian Channels John A. Quinn and Christopher Williams Conference or Workshop Item (April 2008)
Stane: Synthesized Surfaces for Tactile Input Roderick Murray-Smith, John Williamson, Stephen Hughes and Torben Quaade Conference or Workshop Item Item not available online. (April 2008)
Towards the understanding of the CFTR dynamic interactome: the example of inflammation. Communication in ECFS Conference - New Frontiers in Basic Science of Cystic Fibrosis. Florence Borot, Ludovic Jeanson, Chiara Guerrera, J Colas, P Pawlowski, farida zehraoui, Florence d'Alché-Buc, P Zielenkiewicz, E Escudier, Franck Brouillard, Mario Ollero and Aleksander Edelman Conference or Workshop Item Item not available online. (April 2008)
Learning Entailment Rules for Unary Templates Idan Szpektor and Ido Dagan Conference or Workshop Item (30 March 2008)
A normalized adaptation scheme for the convex combination of two adaptive filters Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (March 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)
Improving content-based target and change detection in Alos Palsar images with efficient feature selection Matthieu Molinier, Ville Viitaniemi, Markus Koskela, Jorma Laaksonen, Yrjö Rauste, Anne Lönnqvist and Tuomas Häme Conference or Workshop Item Item not available online. (March 2008)
Semi-supervised visual clustering for spherical coordinates systems Boris Chidlovskii and Loic Lecerf Conference or Workshop Item Item not available online. (March 2008)
Across-channel dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (28 February 2008)
Combined PLP-Acoustic Waveform Classification for Robust Phoneme Recognition using Support Vector Machines Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)
Towards robust phoneme classification: Augmentation of PLP models with acoustic waveforms Matthew Ager, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)
Combining Expert Advice Efficiently Wouter Koolen and Steven de Rooij Conference or Workshop Item Item not available online. (20 February 2008)
A Formal Context for Symmetric Dependencies Jaume Baixeries Conference or Workshop Item Item availablity restricted. (16 February 2008)
A Marginalized Variational Bayesian Approach to the Analysis of Array Data Yiming Ying, Li Peng and Colin Campbell Conference or Workshop Item (01 February 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)
Bayesian network structure learning using factorized NML universal models Teemu Roos, Tomi Silander, Petri Kontkanen and Petri Myllymäki 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)
Cost-minimising strategies for data labelling: Optimal stopping and active learning Christos Dimitrakakis and Christian Savu-Krohn Conference or Workshop Item (February 2008)
Empirical Bernstein stopping Volodymyr Mnih, Csaba Szepesvari and Jean-Yves Audibert Conference or Workshop Item Item not available online. (February 2008)
Interact, Excite, and Feel Parisa Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (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)
Robust matching and recognition using context-dependent kernels Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa and Renaud Keriven Conference or Workshop Item Item not available online. (February 2008)
Mining Implications from Lattices of Closed Trees José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (29 January 2008)
Comment optimiser A* adaptatif Lou Fedon and Antoine Cornuéjols Conference or Workshop Item (24 January 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)
Contextual Preferences Idan Szpektor, Ido Dagan, Roy Bar Haim and Jacob Goldberger Conference or Workshop Item (10 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)
Efficiency of Entropy Testing Peter Harremoes and I. Vajda Conference or Workshop Item Item not available online. (07 January 2008)
Information Theory for Angular Data Peter Harremoes Conference or Workshop Item Item not available online. (07 January 2008)
Thinning and Information Projections Peter Harremoes, O. Johnson and I. Kontoyiannis Conference or Workshop Item Item not available online. (07 January 2008)
Transcript Normalization and Segmentation of Tiling Array Data Georg Zeller, Stefan Henz, Sascha Laubinger, Detlef Weigel and Gunnar Raetsch Conference or Workshop Item Item not available online. (04 January 2008)
Competitive Queue Management for Latency Sensitive Packets Amos Fiat, Yishay Mansour and Uri Nadav Conference or Workshop Item (January 2008)
Discriminative and generative machine learning approaches towards robust phoneme classification Jibran Yousafzai, Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (January 2008)
Modelling the jobs of a Grid System Xiangliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item Item not available online. (January 2008)
Optimisation du Primal pour les SVM Trinh-Minh-Tri Do and Thierry Artières Conference or Workshop Item Item not available online. (January 2008)
Towards More Secure Systems: How to Combine Expert Evaluations Marco Benini and Sabrina Sicari Conference or Workshop Item Item not available online. (2008)
Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert and Jean Ponce Conference or Workshop Item (2008)
Learning the scope of negation in biomedical texts Roser Morante, Anthony Liekens and Walter Daelemans Conference or Workshop Item Item not available online. (2008)
A Bayesian approach to switching linear Gaussian state-space models for unsupervised time-series segmentation Silvia Chiappa Conference or Workshop Item Item not available online. (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 combined memory-based semantic role labeler of English Roser Morante, Walter Daelemans and Vincent Van Asch Conference or Workshop Item Item not available online. (2008)
A Combined Memory-Based Semantic Role Labeler of English Roser Morante, Walter Daelemans and Vincent Van Asch Conference or Workshop Item (2008)
A Distance Model for Rhythms Jean-Francois Paiement, Yves Grandvalet and Samy Bengio Conference or Workshop Item (2008)
A Fast Method for Training Linear SVM in the Primal Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item Item not available online. (2008)
A methodology for Building Regression Models using Extreme Learning Machine: OP-ELM Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2008)
A model for optimization of general and bulk cargo transportation Boris Horvat, Tomaž Pisanski and Tomaž Berčič Conference or Workshop Item Item not available online. (2008)
A model for oversize cargo transportation optimization Boris Horvat, Tomaž Pisanski, Primož Lukšic, Andrej Berčič, Štefan Novak and Marino Medeot Conference or Workshop Item Item not available online. (2008)
A neural network implementing optimal state estimation based on dynamic spike train decoding Omer Bobrowski, Ron Meir, Shy Shoham and Yonina Eldar Conference or Workshop Item (2008)
A quasi-Newton approach to nonsmooth convex optimization Jin Yu, Vishwanathan S V N, Simon Guenter and Nicol Schraudolph Conference or Workshop Item (2008)
A simple infinite topic mixture for rich graphs and relational data Janne Sinkkonen, Juuso Parkkinen, Janne Aukia and Samuel Kaski Conference or Workshop Item (2008)
A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Charles Micchelli, Massimiliano Pontil and Yiming Ying Conference or Workshop Item Item not available online. (2008)
A variable selection approach based on the Delta Test for Extreme Learning Machine models Fernando Mateo and Amaury Lendasse Conference or Workshop Item (2008)
Accounting for Voxel Neighbourhood Relationship in the SVM David Hardoon, Janaina Mourão-Miranda, Vanessa Rocha Rego and John Shawe-Taylor Conference or Workshop Item (2008)
Active learning in group-structured environments Gabor Bartok, Sandra Zilles and Csaba Szepesvari Conference or Workshop Item (2008)
Adaptive Operator Selection with Dynamic Multi-Armed Bandits Luis DaCosta, Alvaro Fialho, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2008)
Adaptive Optimal Control for Redundantly Actuated Arms Djordje Mitrovic, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2008)
Adaptive play in Texas Hold’em Poker. Raphael Maitrepierre, Jérémie Mary and Rémi Munos Conference or Workshop Item (2008)
Algorithms and Bounds for Rollout Sampling Approximate Policy Iteration Christos Dimitrakakis and Michail G. Lagoudakis Conference or Workshop Item (2008)
Algorithms for Infinitely Many-Armed Bandits Yizao Wang, Rémi Munos and Jean-Yves Audibert Conference or Workshop Item (2008)
Aligning Names and Faces: Seeing the Problem in Different Ways Phi The Pham, M.F. Moens and Tinne Tuytelaars Conference or Workshop Item Item availablity restricted. (2008)
An Algorithm for Transfer Learning in a Heterogeneous Environment Andreas Maurer and Massimiliano Pontil Conference or Workshop Item (2008)
An Algorithm for Transfer Learning in a Heterogeneous Environment Andreas Argyriou, Andreas Maurer and Massimiliano Pontil Conference or Workshop Item Item not available online. (2008)
An analysis of convex relaxations for MAP estimation Mudigonda Pawan Kumar, Vladimir Kolmogorov and Philip Torr Conference or Workshop Item (2008)
An Efficient Dense and Scale-Invariant Spatio-Temporal Interest Point Detector Geert Willems, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (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)
Apprentissage de fonctions d'ordonnancement semi--supervisé inductives Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
Apprentissage rapide de SVM dans le primal Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item (2008)
Artificial Ontogeny for Truss Structure Design Alexandre Devert, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item (2008)
Arty Shapes Y-Z Song, P Hall, P Rosin and John Collomosse Conference or Workshop Item (2008)
Authorship attribution and verification with many authors and limited data Kim Luyckx and Walter Daelemans Conference or Workshop Item 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)
Banded structure in binary matrices Gemma Garriga, Esa Junttila and Heikki Mannila Conference or Workshop Item (2008)
Bayesian Agglomerative Clustering with Coalescents Yee Whye Teh, Hal Daume III and Daniel Roy Conference or Workshop Item Item not available online. (2008)
Bayesian Exponential Family PCA Shakir Mohamed, Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2008)
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior Sebastian Gerwinn, Jakob Macke, matthias seeger and Matthias Bethge Conference or Workshop Item Item not available online. (2008)
Bayesian Kernel Shaping for Control Jo-Anne Ting, Mrinal Kalakrishnan, Sethu Vijayakumar and Stefan Schaal Conference or Workshop Item (2008)
Bolasso: model consistent Lasso estimation through the bootstrap. Francis Bach Conference or Workshop Item (2008)
Catching up Faster in Bayesian Model Selection and Model Averaging Tim Erven, van, Peter Grünwald and Steven De Rooij Conference or Workshop Item (2008)
Caterpillar duality for constraint satisfaction problems Victor Dalmau and Andrei Krokhin Conference or Workshop Item Item not available online. (2008)
CNTS: memory-based learning of generating repeated references Iris Hendrickx, Walter Daelemans, Kim Luyckx, Roser Morante and Vincent Van Asch Conference or Workshop Item (2008)
CNTS: Memory-Based learning of generating repeated references Iris Hendrickx, Walter Daelemans, Kim Luyckx, Roser Morante and Vincent Van Asch Conference or Workshop Item 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)
Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Conference or Workshop Item (2008)
Computer aided support systems in the E-um project Igor Pesek, Blaž Zmazek and Katja Prnaver Conference or Workshop Item Item not available online. (2008)
Concave paths in graphs and networks Boris Horvat, Tomaž Pisanski and Primož Lukšic Conference or Workshop Item Item not available online. (2008)
Consistent Minimization of Clustering Objective Functions Ulrike v. Luxburg, Sebastien Bubeck, Stefanie Jegelka and Michael Kaufmann Conference or Workshop Item Item not available online. (2008)
Consistent structured estimation for weighted bipartite matching James Petterson, Tiberio Caetano and Julian McAuley Conference or Workshop Item (2008)
Cooled and Relaxed Survey Propagation for MRFs Hai Leong Chieu, Wee Sun Lee and Yee Whye Teh Conference or Workshop Item 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)
Data streaming with Affinity propagation Xiangliang Zhang, Cyril Furtlehner and Michele Sebag Conference or Workshop Item (2008)
Dataset Complexity Can Help to Generate Accurate Ensembles of K-Nearest Neighbors Oleg Okun and Giorgio Valentini Conference or Workshop Item (2008)
Developing chemometrics with the tools of information sciences (CHESS) – MASIT23 Olli Simula, Francesco Corona, Amaury Lendasse, Marja-Liisa Riekkola, Kari Hartonen, Pentti Minkkinen, Satu-Pia Reinikainen, Jarno Kohonen, Ilppo Vuorinen, Jari Hänninen and Jukka Silén Conference or Workshop Item Item availablity restricted. (2008)
Distributed and Incremental Clustering Based on Weighted Affinity Propagation Xiangliang Zhang, Cyril Furtlehner and Michele Sebag Conference or Workshop Item Item not available online. (2008)
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping Richard S. Sutton, Csaba Szepesvari, Alborz Geramiford and Michael Bowling Conference or Workshop Item (2008)
Edge fault-diameter of Cartesian graph bundles Janez Žerovnik, Iztok Banič and Rija Erveš Conference or Workshop Item Item not available online. (2008)
Efficient Data Clustering by Local Density Approximation, M.A. Akodjenou and Patrick Gallinari Conference or Workshop Item Item not available online. (2008)
Empirical Bernstein Stopping Vladimir Mnih, Csaba Szepesvari and Jean-Yves Audibert Conference or Workshop Item (2008)
Estimating labels from label proportions Novi Quadrianto, Alex Smola, Tiberio Caetano and quoc le Conference or Workshop Item (2008)
Evolutivité d'une architecture en temps réel de filtrage d’alertes générées par les systèmes de détection d’intrusions sur les réseaux. A. Faour, Philippe Leray and B. Eter Conference or Workshop Item Item not available online. (2008)
Evolving Scale-Free Topologies using a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Conference or Workshop Item Item availablity restricted. (2008)
Exact Inference in Multi-label CRFs with Higher Order Cliques Srikumar Ramalingam, Pushmeet Kohli, Karteek Alahari and Philip Torr Conference or Workshop Item (2008)
Experimental Evaluation of the Value of Structure: How to Efficiently Exploit Interdependencies in Sequence Labeling G. Wisniewski and Patrick Gallinari Conference or Workshop Item (2008)
EXTENDING ONTOLOGIES FOR ANNOTATING BUSINESS NEWS Inna Novalija and Dunja Mladenic Conference or Workshop Item Item not available online. (2008)
Extreme Value Based Adaptive Operator Selection Alvaro Fialho, Luis DaCosta, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2008)
Feature Selection in Taxonomies with Applications to Paleontology. Gemma Garriga, Antti Ukkonen and Heikki Mannila Conference or Workshop Item (2008)
Flutter: Directed Random Browsing of Photo Collections with a Tangible Interface John Williamson and Lorna Brown Conference or Workshop Item Item not available online. (2008)
Free-hand sketch grouping for video retrieval G McNeill, L Watts and John Collomosse Conference or Workshop Item (2008)
Frequent Subgraph Retrieval in Geometric Graph Databases Sebastian Nowozin and Koji Tsuda Conference or Workshop Item (2008)
Frugal and online affinity propagation Xiangliang Zhang, Cyril Furtlehner and Michele Sebag Conference or Workshop Item Item not available online. (2008)
FUZZY CLUSTERING OF DOCUMENTS Matjaz Jursic and Nada Lavrac Conference or Workshop Item Item not available online. (2008)
Fuzzy Inference Based Autoregressors for Time Series Prediction Using Nonparametric Residual Variance Estimation Federico Montesino Pouzols, Amaury Lendasse and Angel Barriga Barros Conference or Workshop Item Item availablity restricted. (2008)
Geometric LDA: A Generative Model for Particular Object Discovery James Philbin, Josef Sivic and Andrew Zisserman Conference or Workshop Item (2008)
Gibbs Sampling in Factorized Continuous-Time Markov Processes Tal El-Hay, Nir Friedman and Raz Kupferman Conference or Workshop Item (2008)
Graph Characteristic from the Gauss-Bonnet Theorem Hewayda ElGhawalby and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
Graph Characteristics from the Ihara Zeta Function Peng Ren, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks David Emms, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
Graph kernels between point clouds Francis Bach Conference or Workshop Item (2008)
Hierarchical Penalization Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux Conference or Workshop Item (2008)
Hierarchical POMDP Controller Optimization by Likelihood Maximization M Toussaint, L Charlin and P Poupart Conference or Workshop Item (2008)
Hybrid variational / gibbs collapsed inference in topic models. M. Welling, Y Teh and Bert Kappen 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)
Improved Moves for Truncated Convex Models Mudigonda Pawan Kumar and Philip Torr Conference or Workshop Item (2008)
Improving on Expectation Propagation M Opper, U Paquet and O Winther Conference or Workshop Item (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)
In recent years, learning methods are desirable because of their reliability and efficiency in real-world problems. We propose a novel method to find infinitely many kernel combinations for learning problems with the help of infinite and semi-infinite optimization regarding all elements in kernel space. This will provide to study variations of combinations of kernels when considering heterogeneous data in real-world applications. Looking at all infinitesimally fine convex combinations of the kernels from the infinite kernel set, the margin is maximized subject to an infinite number of constraints with a compact index set and an additional (Riemann-Stieltjes) integral constraint due to the combinations. After a parametrisation in the space of probability measures it becomes semi-infinite. We analyze the conditions which satisfy the Reduction Ansatz and discuss the type of distribution functions of the kernel coefficients within the structure of the constraints and our bilevel optimization problem. Sureyya Ozogur and G.W. Weber Conference or Workshop Item (2008)
Infinite mixtures for multi-relational categorical data Janne Sinkkonen, Janne Aukia and Samuel Kaski Conference or Workshop Item (2008)
Integrating Microarray and Proteomics Data to Predict the Response of Cetuximab in Patients with Rectal Cancer Anneleen Daemen, Olivier Gevaert, Tijl De Bie, Annelies Debucquoy, Jean-Pascal Machiels, Bart De Moor and Karin Haustermans Conference or Workshop Item Item not available online. (2008)
Iterative Subgraph Mining for Principal Component Analysis Hiroto Saigo and Koji Tsuda Conference or Workshop Item (2008)
Learning Potential-based Policies from Constrained Motion Matthew Howard, Stefan Klanke, Michael Gienger, Christian Görick and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2008)
Learning to Classify with Missing and Corrupted Features Ohad Shamir and Ofer Dekel Conference or Workshop Item (2008)
Learning visual attributes Vittorio Ferrari and Andrew Zisserman Conference or Workshop Item Item not available online. (2008)
Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
Linear classification and selective sampling under low noise conditions Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
Local Quantum Computing for Fast Probably MAP Inference in Graphical Models Charles Fox, Iead Rezek and Stephen J. Roberts Conference or Workshop Item (2008)
Long-Term Prediction of Time Series using NNE-based Projection and OP-ELM Antti Sorjamaa, Yoan Miche, Robert Weiss and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2008)
Mal'tsev + Datalog --> Symmetric Datalog Victor Dalmau and Benoit Larose Conference or Workshop Item Item not available online. (2008)
Max-Margin Learning of Gaussian Mixtures with Sequential Minimal Optimization Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item Item availablity restricted. (2008)
Microscopic Evolution of Social Networks Jure Leskovec, Lars Backstrom, Ravi Kumar and Andrew Tomkins Conference or Workshop Item Item not available online. (2008)
Mobile Call Graphs: Beyond Power-Law and Lognormal Distributions Seshadri Mukund, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos and Jure Leskovec Conference or Workshop Item Item not available online. (2008)
Model Selection and Stability in k-means Clustering Ohad Shamir and Naftali Tishby Conference or Workshop Item (2008)
Model Selection with Support Vector Machines Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item Item availablity restricted. (2008)
MODELLING OF KERNEL MACHINES BY INFINITE AND SEMI-INFINITE PROGRAMMING Sureyya Ozogur and G.W. Weber Conference or Workshop Item (2008)
Monitoring Network Evolution using MDL. Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2008)
Multi-task Gaussian Process Prediction Edwin Bonilla, Kian Ming Chai and Christopher Williams Conference or Workshop Item (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)
Natural Conjugate Gradient in Variational Inference Antti Honkela, Matti Tornio, Tapani Raiko and Juha Karhunen Conference or Workshop Item (2008)
Network analysis of repositories Vladimir Batagelj, Iztok Kavkler and Matija Lokar Conference or Workshop Item Item not available online. (2008)
New methodologies based on delta test for variable selection in regression problems Alberto Guillén, Dusan Sovilj, Fernando Mateo, Fernando Mateo and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2008)
Nonlinear temporal and spatial forecasting: modelling and uncertainty analysis (NoTeS) – MASIT20 Risto Ritala, Esa Alhoniemi, Tuomo Kauranne, Kimmo Konkarikoski, Amaury Lendasse and Miki Sirola Conference or Workshop Item Item availablity restricted. (2008)
Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. A Gretton and L Gyorfi Conference or Workshop Item Item not available online. (2008)
On asymmetric generalization error of asymmetric multitask learning Keisuke Yamazaki and Samuel Kaski Conference or Workshop Item (2008)
On total chromatic number of direct product graphs Blaž Zmazek and Katja Prnaver Conference or Workshop Item Item not available online. (2008)
One Class SVM for Predicting Brain State Janaina Mourão-Miranda, David Hardoon, Joao Sato and Michael Brammer Conference or Workshop Item (2008)
Online graph prediction with random trees Nicolo' Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item Item not available online. (2008)
Online graph prediction with random trees Nicolo' Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2008)
Optimal Control with Adaptive Internal Dynamics Models Djordje Mitrovic, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2008)
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Alberto Guillén, Eric Séverin and Fernando Mateo Conference or Workshop Item Item availablity restricted. (2008)
Optimisation du Primal pour les SVMs Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item (2008)
Optimistic Planning for Deterministic Systems Jean Francois Hren and Rémi Munos Conference or Workshop Item (2008)
Optimization of fluent approach and grasp motions M Gienger, M Toussaint, N Jetchev, A Bendig and Ch Goerick Conference or Workshop Item (2008)
PAC-Bayes Analysis of Maximum Entropy Learning John Shawe-Taylor and David Hardoon Conference or Workshop Item (2008)
Particle Filter-based Policy Gradient in POMDPs Pierre-Arnaud Coquelin and Rémi Munos Conference or Workshop Item (2008)
Planetary-Scale Views on a Large Instant-Messaging Network Jure Leskovec and Eric Horvitz Conference or Workshop Item Item not available online. (2008)
Polytopal Graph Complexity, Matrix Permanents, and Embedding Francisco Escolano, Edwin Hancock and Miguel Lozano Conference or Workshop Item Item not available online. (2008)
Principal Component Analysis for Sparse High-Dimensional Data Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item (2008)
Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint V Willert, J Eggert, M Toussaint and E Körner Conference or Workshop Item (2008)
Probabilistic Parameter Selection for Learning Scene Structure from Video Michael Breitenstein, Eric Sommerlade, Bastian Leibe, Luc Van Gool and Ian Reid Conference or Workshop Item Item not available online. (2008)
Randomization techniques for statistical significance testing on graphs Sami Hanhijärvi, Gemma Garriga and Kai Puolamäki Conference or Workshop Item (2008)
Real-Time Face Pose Estimation from Single Range Images Michael Breitenstein, Daniel Kuettel, Thibaut Weise, Luc Van Gool and Hanspeter Pfister Conference or Workshop Item Item not available online. (2008)
Reduction of Non-stationary Noise using a Non-negative Latent Variable Decomposition Mikkel N. Schmidt and Jan Larsen Conference or Workshop Item Item not available online. (2008)
Regularized Fitted Q-iteration: Application to Planning Amir massoud Farahmand, Mohammad Ghavamzadeh, Shie Mannor and Csaba Szepesvari Conference or Workshop Item (2008)
Reinforcement Learning by Advantage Weighted Regression Gerhard Neumann and Jan Peters Conference or Workshop Item Item not available online. (2008)
Reliability analysis using graphical duration models. R. Donat, L. Bouillaut, P. Aknin and Philippe Leray Conference or Workshop Item Item not available online. (2008)
Results on the PASCAL challenge "Simple causal effects in time series" Ivan Markovsky Conference or Workshop Item (2008)
Rub the Stane Roderick Murray-Smith, John Williamson, Stephen Strachan, Torben Quaade and Stephen Hughes Conference or Workshop Item Item not available online. (2008)
Screen Codes: Visual Hyperlinks for Displays John Collomosse and T Kindberg Conference or Workshop Item (2008)
SEDiL: Software for Edit Distance Learning Laurent Boyer, Yann Esposito, Amaury Habrard, Jose Oncina and Marc Sebban Conference or Workshop Item Item availablity restricted. (2008)
Selecting models focussing on the modeller's purpose Jean-Patrick Baudry, Gilles Celeux and Jean-Michel Marin Conference or Workshop Item Item not available online. (2008)
Self-organization using synaptic plasticity. V. Gomez, A. Kaltenbrunner, V. Lopez and Bert Kappen Conference or Workshop Item Item not available online. (2008)
Semantic and syntactic features for anaphora resolution for Dutch Iris Hendrickx, Veronique Hoste and Walter Daelemans Conference or Workshop Item 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)
Semantic Modeling, Translation and Matching of QoS Alexandra Moraru, Blaz Fortuna and Carolina Fortuna Conference or Workshop Item Item not available online. (2008)
Semantic role labeling tools trained on the Cast3LB-CoNLL-SemRol corpus Roser Morante Conference or Workshop Item Item not available online. (2008)
Semi-supervised dimensionality reduction using pairwise equivalence constraints Hakan Cevikalp, Jakob Verbeek, Frederic Jurie and Alexander Klaser 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)
Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier and Léon Bottou Conference or Workshop Item Item not available online. (2008)
Shape analysis of polyhex carbon nanotubes and nanotori Tomaž Pisanski, Ante Graovac, István László and Dejan Plavšić Conference or Workshop Item Item not available online. (2008)
Shape preserving interpolation by cubic G [sup] 1 splines in R [sup] 3 Gašper Jaklic and Emil Žagar Conference or Workshop Item Item not available online. (2008)
Similarity-based cross-layered hierarchical representation for object categorization. Marko Boben, Sanja Fidler and Aleš Leonardis Conference or Workshop Item (2008)
Sparse Canonical Correlation Analysis David Hardoon and John Shawe-Taylor Conference or Workshop Item Item not available online. (2008)
Sparse Learning and Adaptation in Online Kernel Methods Supawan Phonpitakchai and Tony Dodd Conference or Workshop Item Item not available online. (2008)
Sparse Probabilistic Projections Cedric Archambeau and Francis Bach Conference or Workshop Item Item availablity restricted. (2008)
Spatio-Temporal Features for Robust Content-Based Video Copy Detection Geert Willems, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2008)
Spectral Embedding of Feature Hypergraphs Peng Ren, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions Alejandro Isaza, Csaba Szepesvari, Vadim Bulitko and Russ Greiner Conference or Workshop Item (2008)
Stacked dependency networks for layout document structuring Loic Lecerf and Boris Chidlovskii Conference or Workshop Item Item not available online. (2008)
Stane: Synthesized Textures for Tactile Input Roderick Murray-Smith, John Williamson, Torben Quaade and Stephen Hughes Conference or Workshop Item Item not available online. (2008)
Statistical Models for Partial Membership Katherine Heller, Sinead Williamson and Zoubin Ghahramani Conference or Workshop Item (2008)
Stochastic Optimal Control Bert Kappen and Marc Toussaint Conference or Workshop Item Item not available online. (2008)
STOCHASTIC SUBGRADIENT APPROACH FOR SOLVING LINEAR SUPPORT VECTOR MACHINES – AN OVERVIEW Jan Rupnik Conference or Workshop Item Item not available online. (2008)
Structured non-negative matrix factorization with sparsity patterns Hans Laurberg, Mikkel N. Schmidt, Mads G. Christensen and Søren Holdt Jensen Conference or Workshop Item Item not available online. (2008)
Supervised and Evolutionary Learning of Echo State Networks Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (2008)
Synthesising Novel Movements through Latent Space Modulation of Scalable Control Policies Sebastian Bitzer, Ioannis Havoutis and Sethu Vijayakumar Conference or Workshop Item (2008)
Task Maps in Humanoid Robot Manipulation M Gienger, M Toussaint and Ch Goerick 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)
The Gaussian Process Density Sampler Ryan Adams, Iain Murray and David MacKay Conference or Workshop Item (2008)
THE PARALLELIZATION OF MONTE-CARLO PLANNING Olivier Teytaud, jean baptiste, Sylvain Gelly, arpad rimmel and yann kalemkarian Conference or Workshop Item (2008)
The skew spectrum of graphs Risi Kondor and Karsten Borgwardt Conference or Workshop Item (2008)
Theory of matching pursuit Zakria Hussain and John Shawe-Taylor Conference or Workshop Item (2008)
Towards automatic emotional state categorization from speech signals Arslan Shaukat and Ke Chen Conference or Workshop Item Item not available online. (2008)
Towards independent subspace analysis in controlled dynamical systems Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2008)
Towards independent subspace analysis in controlled dynamical systems Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2008)
TRIPLET EXTRACTION FROM SENTENCES USING SVM Lorand Dali and Blaz Fortuna Conference or Workshop Item Item not available online. (2008)
Uncertainty Optimization for Robust Dynamic Optical Flow Estimation Volker Willert, Marc Toussaint, Julian Eggert and Edgar Körner Conference or Workshop Item (2008)
Unsupervised Discovery of Visual Object Class Hierarchies Josef Sivic, B. Russell, Andrew Zisserman, W. T. Freeman and A. A. Efros Conference or Workshop Item (2008)
Unsupervised Learning of Echo State Networks: Balancing the Double Pole Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (2008)
Using Recognition to Guide a Robot's Attention Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2008)
Using Subspace-Based Template Attacks to Compare and Combine Power and Electromagnetic Information Leakages Francois-Xavier Standaert and Cedric Archambeau Conference or Workshop Item Item availablity restricted. (2008)
Using the Delta test for variable selection Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona and Michel Verleysen Conference or Workshop Item Item availablity restricted. (2008)
Variational Inference for the Indian Buffet Process Finale Doshi, Kurt Tadayuki Miller, Jurgen van Gael and Yee Whye Teh Conference or Workshop Item (2008)
Variational Markov Chain Monte Carlo for Inference in Partially Observed Nonlinear Diffusions. Yuan Shen, Cedric Archambeau, Dan Cornford and Manfred Opper Conference or Workshop Item Item not available online. (2008)
When does quasi-random work ? Olivier Teytaud Conference or Workshop Item (2008)
Whole Genome Association Studies in Autistic Spectrum Disorders Revisited: A Support Vector Machine Approach P Johnston, David Hardoon, C Ecker, T Clarke, J Powell and D Murphy Conference or Workshop Item (2008)
xftsp: a Tool for Time Series Prediction by Means of Fuzzy Inference Systems Federico Montesino, Amaury Lendasse and Angel Barriga Barros Conference or Workshop Item Item not available online. (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)

Monograph

Datasets of the Causation and Prediction Challenge Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov Monograph (December 2008)
Redundancy, deduction schemes, and minimum-size bases for association rules José Balcázar Monograph (December 2008)
Frequent Subgraph Retrieval in Geometric Graph Databases Sebastian Nowozin and Koji Tsuda Monograph (November 2008)
Infinite Kernel Learning Peter Gehler and Sebastian Nowozin Monograph (October 2008)
Multi-spectral biclustering for data described by multiple similarities. farida zehraoui and Florence d'Alché-Buc Monograph Item not available online. (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)
Bayesian Reinforcement Learning with Gaussian Process Temporal Difference Methods Yaki Engel, Shie Mannor and Ron Meir Monograph Item availablity restricted. (August 2008)
Combining Appearance and Motion for Human Action Classification in Videos Paramveer S. Dhillon, Sebastian Nowozin and Christoph Lampert Monograph (August 2008)
Correlation Based Multivariate Analysis of the Genetic Influence on Brain Volume David Hardoon, Ulrich Ettinger, Janaina Mourao-Miranda, Elena Antonova, David Collier, Veena Kumari, Steven Williams and Michael Brammer Monograph (09 July 2008)
Low cost estimation of $\sigma$ for SVM using local features Vanessa Gomez-Verdejo, Miguel Lazaro-Gredilla and Emilio Parrado-Hernandez Monograph (08 June 2008)
Text classification with a Primal SVM endowed with domain knowledge Emilio Parrado-Hernandez and David Hardoon Monograph (08 June 2008)
Practical Approaches to Principal Component Analysis in the Presence of Missing Values Alexander Ilin and Tapani Raiko Monograph (June 2008)
A Generic Tool for Performance Evaluation of Supervised Learning Algorithms Ron Begleiter and Ran El-Yaniv Monograph Item availablity restricted. (03 January 2008)
Bayesian inference for motion control and planning Marc Toussaint Monograph (2008)
Category level object segmentation by combining bag-of-words models and Markov Random Fields Diane Larlus, Jakob Verbeek and Frederic Jurie Monograph Item not available online. (2008)

Other

Suboptimality of penalties proportional to the dimension for model selection in heteroscedastic regression Sylvain Arlot Other (16 December 2008)
From images to shape models for object detection Vittorio Ferrari, Frederic Jurie and Cordelia Schmid Other (July 2008)
Consistence of various phi-divergence statistics Peter Harremoes and Igor Vajda Other (March 2008)
On possible optimization of road transport with respect to data on transport history Boris Horvat, Tomaž Pisanski, Alen Orbanic and Primož Lukšic Other 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)
SPARSE RECOVERY UNDER MATRIX UNCERTAINTY M. Rosenbaum and A.B. Tsybakov Other (2008)

Patent

METHOD FOR ALIGNING SENTENCES AT THE WORD LEVEL ENFORCING SELECTIVE CONTIGUITY CONSTRAINTS Madalina Barbaiani, Nicola Cancedda, Chris Dance, Szilard Fazekas, Tamas Gaal and Eric Gaussier Patent Item not available online. (December 2008)
Method and apparatus for automatically combining a digital image with text data Chris Dance and Gabriela Csurka Patent Item not available online. (25 November 2008)

Thesis

Learning Nonlinear Visual Processing from Natural Images Jussi T. Lindgren Thesis (28 November 2008)
Inferring relevance from eye movements with wrong models Jarkko Salojärvi Thesis (21 November 2008)
Sparse kernel feature extraction Charanpal Dhanjal Thesis (November 2008)
Weather Talk - extracting weather information by text mining Vasileios Lampos Thesis (30 September 2008)
Modeling of mutual dependencies Arto Klami Thesis Item not available online. (05 September 2008)
Modeling of mutual dependencies Arto Klami Thesis Item not available online. (05 September 2008)
Past the limits of bag-of-features Marcin Marszalek Thesis (September 2008)
Lexical Entailment and its Extraction from Wikipedia Eyal Shnarch Thesis (August 2008)
Novel statistical approaches to text classification, machine translation and computer-assisted translation Jorge Civera Thesis (27 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)
Understanding and Improving Belief Propagation Joris Mooij Thesis (07 May 2008)
Semi-supervised Structured Prediction Models Ulf Brefeld Thesis (April 2008)
Approximate inference methods for genetic linkage analysis Kees Albers Thesis Item not available online. (2008)
Efficient Bayesian Methods for Clustering Katherine Heller Thesis (2008)
Learning aspect models with partially labeled data Anastasia Krithara Thesis (2008)
Topic detection and tracking in a stream of documents Blaz Novak Thesis Item not available online. (2008)
Understanding and improving belief propagation Joris Mooij Thesis Item not available online. (2008)

This list was generated on Thu Oct 30 16:24:45 GMT 2014.