PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2005

Article

Eye localization for face recognition Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Article Item not available online. (23 December 2005)
PRIMARY VISUAL CORTEX NEURONS THAT CONTRIBUTE TO RESOLVE THE APERTURE PROBLEM Kun Guo, Robert Robertson, Angel Nevado, M Pulgarin, Sasan Mahmoodi and Malcolm Young Article Item not available online. (16 December 2005)
A Bayesian Network for XML Information Retrieval: Searching and Learning with the INEX Collection Benjamin Piwowarski and Patrick Gallinari Article Item not available online. (December 2005)
A Unifying View of Sparse Approximate Gaussian Process Regression Joaquin Quinonero Candela and Carl Edward Rasmussen Article Item not available online. (December 2005)
An experimental bias-variance analysis of SVM ensembles based on resampling techniques Giorgio Valentini Article (December 2005)
Bayesian modelling and analysis of spatio-temporal neuronal networks Fabio Rigat, Mathisca de Gunst and Jaap van Pelt Article (December 2005)
Clustering via Kernel Decomposition A Szymkowiak-Have, Mark Girolami and Jan Larsen Article (December 2005)
Generative Polyspectral Models for Depth of Anaesthesia Assessment Iead Rezek, Stephen J. Roberts and Regina Conradt Article (December 2005)
Input-Dependent Estimation of Generalization Error under Covariate Shift M Sugiyama and Klaus-Robert Müller Article (December 2005)
Inverse Problems in biology: NPMLE jean michel loubes and Djalil Chafai Article (December 2005)
Methodology for Long-term Prediction of Time Series Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji and Amaury Lendasse Article Item availablity restricted. (December 2005)
Représentation et comparaison de séquences par visualisation. Christine Largeron and Cédric Dreissia Article Item availablity restricted. (December 2005)
Style recognition through statistical event models Carlos Pérez-Sancho, José Iñesta and Jorge Calera-Rubio Article Item availablity restricted. (December 2005)
Learning Context-Free Languages Colin de la Higuera and Jose Oncina Article (30 November 2005)
On the properties of the Bethe approximation and loopy belief propagation on binary networks Joris Mooij and Bert Kappen Article (30 November 2005)
A MDL approach to HMM with Poisson and Gaussian emissions. Application to order identification Antoine Chambaz, Aurelien Garivier and Elisabeth Gassiat Article (23 November 2005)
Theory of classification: some recent advances Stephane Boucheron, Olivier Bousquet and Gábor Lugosi Article Item not available online. (22 November 2005)
Step Size Adaptation in Reproducing Kernel Hilbert Space S V N Vishwanathan, Nicol Schraudolph and Alex Smola Article (21 November 2005)
Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes S V N Vishwanathan, Alex Smola and Rene Vidal Article (10 November 2005)
Recognition of note onsets in digital music using semitone bands Antonio Pertusa and José Iñesta Article Item availablity restricted. (10 November 2005)
Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors Mark Girolami and Simon Rogers Article (09 November 2005)
The Linear Arrangement Problem Parameterized Above Guaranteed Value Gregory Gutin, Arash Rafiey-Hafshejani, Stefan Szeider and Anders Yeo Article (07 November 2005)
Kernel Extrapolation S V N Vishwanathan, Karsten Borgwardt, Omri Guttman and Alex Smola Article (01 November 2005)
A New Quartet Tree Heuristic for Hierarchical Clustering Rudi Cilibrasi and Paul Vitányi Article Item availablity restricted. (November 2005)
Approximate inference techniques with expectation constraints tom heskes, Manfred Opper, Wim Wiegerinck, ole winther and Onno Zoeter Article Item not available online. (November 2005)
Automatic Meaning Discovery Using Google Rudi Cilibrasi and Paul Vitányi Article Item availablity restricted. (November 2005)
Blind and Semi-Blind Equalization based on the Constant Power Criterion vicente zarzoso and Pierre Comon Article Item not available online. (November 2005)
Expectation Consistent Approximate Inference Manfred Opper and Ole Winther Article (November 2005)
How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks? Norman Poh and Samy Bengio Article (November 2005)
Local Features and Kernels for Classifcation of Texture and Object Categories: An In-Depth Study Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik and Cordelia Schmid Article Item not available online. (November 2005)
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik and Cordelia Schmid Article (November 2005)
Multi-Target Tracking - Linking Identities using Bayesian Network Inference Josephine Sullivan, Peter Nillius, Stefan Carlsson and Eric Hayman Article Item not available online. (November 2005)
Multi-Target Tracking - Linking Identities using Bayesian Network Inference Josephine Sullivan, Peter Nillius, Stefan Carlsson and Eric Hayman Article Item not available online. (November 2005)
Probabilistic non-linear Principal Component Analysis with Gaussian Process Latent Variable Models Neil Lawrence Article Item not available online. (November 2005)
Robotic Clinical Trials of Uni-condylar Arthroplasty Brian Davies, Simon Harris, Matjaz Jakopec,, Ferdinando Rodriguez, Paula Gomes and Justin Cobb Article Item not available online. (November 2005)
The algebra of Bonferroni bounds: discrete tubes and extensions D.Q. Naiman and Henry Wynn Article Item not available online. (November 2005)
Unsupervised Texture Segmentation Using a nonlinear Energy Optimisation Sasan Mahmoodi and Bayan Sharif Article Item not available online. (24 October 2005)
Adaptive and non-adaptive perceptron-like algorithms for selective sampling tasks Claudio Gentile Article (21 October 2005)
Combined optimization for spatial and temporal filters for improving Brain-Computer Interfacing Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio and Klaus-Robert Müller Article Item not available online. (21 October 2005)
Incremental Support Vector Learning: Analysis, Implementation and Applications Pavel Laskov, Christian Gehl, Stefan Krüger and Klaus-Robert Müller Article (21 October 2005)
A nonlinear variational method for signal segmentation and reconstruction using level set algorithm Sasan Mahmoodi and Bayan Sharif Article Item not available online. (14 October 2005)
An Algorithmic and a Geometric Characterization of Coarsening At Random Richard Gill and Peter Grünwald Article (12 October 2005)
Beyond ASR 1-best: Using word confusion networks in spoken language understanding Dilek Hakkani-Tur, Fréderic Béchet, Giuseppe Riccardi and Gokhan Tur Article Item not available online. (10 October 2005)
Learning Preferences Graphs by Soft Projections onto Polyhedra Shai Shalev-Shwartz and Yoram Singer Article (10 October 2005)
Kernel-based Learning of Hierarchical Multilabel Classification Models Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Article Item availablity restricted. (05 October 2005)
Regular Polygon Detection N. Barnes,, Gareth Loy, D Shaw and A Robles-Kelly Article Item not available online. (October 2005)
A Bayesian Perspective on Hypothesis Testing - comment on Killeen (2005) Peter Grünwald and Eric-Jan Wagenmakers Article Item not available online. (October 2005)
A NEW ALGORITHM FOR DENSE TWO-FRAME STEREO CORRESPONDENCE Ignazio Gallo and Elisabetta Binaghi Article (October 2005)
A unifying view of Wiener and Volterra theory and polynomial kernel regression Matthias Franz and Paul Vitányi Article (October 2005)
Assessing Approximate Inference for Binary Gaussian Process Classification Malte Kuss and Carl Edward Rasmussen Article (October 2005)
Class\--specific material categorisation. ICCV05. B. Caputo and E. Hayman Article Item not available online. (October 2005)
Class\--specific material categorisation. ICCV05 Barbara Caputo, E Hayman and P Mallikarjuna Article Item not available online. (October 2005)
ICAR, a Tool for Blind Source Separation using Fourth Order Statistics Only Laurent Albera, Anne Ferreol, Pascal Chevalier and Pierre Comon Article Item not available online. (October 2005)
Integrating representative and discriminative models for object category detection Bastian Liebe, Mario Fritz, Barbara caputo and Bernt Schiele Article Item not available online. (October 2005)
Integrating representative and discriminative models for object category detection M Fritz, B Leibe, Barbara Caputo and B Schiele Article Item not available online. (October 2005)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Article (October 2005)
Support Vector Machines for candidate nodules classification Paola Campadelli, Elena Casiraghi and Giorgio Valentini Article (October 2005)
The Linear Arrangement Problem Parameterized Above Guaranteed Value Gregory Gutin, Arash Rafiey, Stefan Szeider and Anders Yeo Article (October 2005)
Tracking and Labelling of Interacting Multiple Targets Josephine Sullivan, Stefan Carlsson and Erc Hayman Article Item not available online. (October 2005)
Tracking and Labelling of Interacting Multiple Targets Josephine Sullivan, Stefan Carlsson and Erc Hayman Article Item not available online. (October 2005)
Selection of generative models in Classification Guillaume Bouchard and Gilles Celeux Article (26 September 2005)
Identification of Prognostic Signatures in Breast Cancer Microarray Data using Bayesian Techniques L Carrivick, S Rogers, J Clark, C Campbell, Mark Girolami and C Cooper Article (13 September 2005)
Graph kernels for chemical informatics Liva Ralaivola, Sanjay J. Swamidass, Hiroto Saigo and Pierre Baldi Article Item not available online. (12 September 2005)
Kernel methods and the exponential family Stéphane Canu and Alex Smola Article (01 September 2005)
Managing Diversity in Regression Ensembles Gavin Brown, Jeremy Wyatt and Peter Tino Article (01 September 2005)
Universal similarity P.M.B. Vitanyi Article (01 September 2005)
Appreciation of medical treatments by learning underlying functions with good confidence Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Article Item not available online. (September 2005)
Approximate inference techniques with expectation constraints Tom Heskes, Manfred Opper, Wim Wiegerinck, Ole Winther and Onno Zoeter Article (September 2005)
Automated Knowledge Discovery in Advanced Knowledge Management Marko Grobelnik and Dunja Mladenić Article Item not available online. (September 2005)
Bayesian Networks and Inner Product Spaces Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt and Hans Simon Article Item not available online. (September 2005)
Développement autonome des comportements de base d'un agent Olivier Buffet Article (September 2005)
Exact adaptive estimation of the shape of a periodic function with unknown period corrupted by white noise Ismael Castillo, Celine Levy-Leduc and Catherine Matias Article (September 2005)
Filtering-Ranking Perceptron Learning for Partial Parsing Xavier Carreras, Lluís Màrquez and Jorge Castro Article (September 2005)
Frames, Reproducing Kernels, Regularization and Learning Alain Rakotomamonjy and Stéphane Canu Article (September 2005)
New Closure Operators and Lattice Representations for Multivalued Dependencies and Related Expressions Jaume Baixeries and José Balcázar Article Item availablity restricted. (September 2005)
Next Generation Knowledge Access John Davies, Alistair Duke, Nick Kings, Dunja Mladenić, Kalina Bontcheva, Miha Grcar, Jesus Contreras, Mercedes Blazquez Civico and Tim Glover Article Item not available online. (September 2005)
On Early Stopping in Gradient Descent Learning yao yuan, rosasco lorenzo and caponnetto andrea Article Item not available online. (September 2005)
On some relations between approximation problems and PCPs over the real numbers Klaus Meer Article (September 2005)
On some relations between approximation problems and PCPs over the real numbers Klaus Meer Article (September 2005)
Polyphonic music transcription using dynamic networks Antonio Pertusa and José Iñesta Article Item availablity restricted. (September 2005)
Principal Surfaces from Unsupervised Kernel Regression Peter Meinicke, Stefan Klanke, Roland Memisevic and Helge Ritter Article Item not available online. (September 2005)
Time series forecasting: obtaining long term trends with self-organizing maps Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort and Michel Verleysen Article Item availablity restricted. (September 2005)
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. (September 2005)
Vision-based object handling for industrial applications Pedro J. Sanz, Antonio Requena, José Iñesta and Angel P. del Pobil Article Item availablity restricted. (September 2005)
Unlimited vocabulary speech recognition with morph language models applied to Finnish Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja and Janne Pylkkönen Article Item not available online. (29 August 2005)
Unlimited vocabulary speech recognition with morph language models applied to Finnish Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja and Janne Pylkkönen Article Item not available online. (29 August 2005)
Learning to recognize objects with little supervision Peter Carbonetto, Gyorgy Dorko, Cordelia Schmid, Hendrik Kück and Nando de Freitas Article Item not available online. (26 August 2005)
Iterated importance sampling in missing data problems Gilles Celeux, Jean-Michel Marin and Christian P Robert Article (24 August 2005)
Evaluating Machine Learning for Information Extraction Neil Ireson, Fabio Ciravegna, Mary Elaine Califf, Dayne Freitag, Nicholas Kushmerick and Alberto Lavelli Article (07 August 2005)
Using Neutral Examples for Learning Polarity Moshe Koppel and Jonathan Schler Article (01 August 2005)
Using Neutral Examples for Learning Polarity Moshe Koppel and Jonathan Schler Article (01 August 2005)
Semantic-Oriented 3D Shape Retrieval using Relevance Feedback George Leifman, Ron Meir and Ayelet Tal Article (August 2005)
The statistical strength of nonlocality proofs Wim Van Dam, Richard Gill and Peter Grünwald Article Item availablity restricted. (August 2005)
A boosting approach to multiple instance learning Peter Auer and Ronald Ortner Article Item not available online. (August 2005)
Determining an Author's Native Language by Mining a Text for Errors Moshe Koppel, Jonathan Schler and Kfir Zigdon Article (August 2005)
Kernel Methods for Measuring Independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article Item not available online. (August 2005)
Learning Model Structure from Data: An Application to On-Line Handwriting Henri Binsztok and Thierry Artieres Article Item not available online. (August 2005)
The Latent Process Decomposition of cDNA Microarray Data Sets S Rogers, Mark Girolami, C Campbell and R Breitling Article (August 2005)
Une méthode générique pour la conception de moteurs de reconnaissance de symboles manuscrits en ligne Sanparith Marukatat, Thierry Artieres and Patrick Gallinari Article Item not available online. (August 2005)
A Bayesian Regression Approach to the Inference of Regulatory Networks from Gene Expression Data S Rogers and Mark Girolami Article (15 July 2005)
Optimal parameter selection in support vector machines Klaus Schittkowski Article (09 July 2005)
Tree representation and efficient seach for melody recognition David Rizo, Francisco Moreno-Seco and Jose M. Inet¡sta Article Item availablity restricted. (07 July 2005)
SpeechFind: Advances in Spoken Document Retrieval for a National Gallery of the Spoken Word John H.L. Hansen, Rongqing Huang, Bowen Zhou, Michael Seadle, John R. Deller Jr., Mikko Kurimo, Aparna R. Gurijala and Pongtep Angkititrakul Article Item not available online. (05 July 2005)
A Lattice Representation of Relations, Multivalued Dependencies and Armstrong Relations Jaume Baixeries and José Balcázar Article Item availablity restricted. (July 2005)
EEG Classification using Generative Independent Component Analysis Silvia Chiappa and David Barber Article (July 2005)
Gaussian processes for ordinal regression Wei Chu and Zoubin Ghahramani Article Item not available online. (July 2005)
Parsing with probabilistic strictly locally testable tree languages José Luis Verdú-Mas, Rafael C. Carrasco and Jorge Calera-Rubio Article Item availablity restricted. (July 2005)
Semigroup kernels on measures Marco Cuturi, Kenji Fukumizu and Jean-Philippe Vert Article (July 2005)
Sequential Activity Profiling : Latent Dirichlet Allocation of Markov Chains Mark Girolami and A Kaban Article (July 2005)
Towards a Robust BCI: Error Recognition and Online Learning Anna Buttfield, Pierre Ferrez and Jose del R. Millan Article Item not available online. (July 2005)
Vector quantization: a weighted version for time-series forecasting Amaury Lendasse, Damien Francois, Vincent Wertz and Michel Verleysen Article Item availablity restricted. (July 2005)
The p-norm generalization of the LMS algorithm for adaptive filtering Jyrki Kivinen, Manfred Warmuth and Babak Hassibi Article Item availablity restricted. (25 June 2005)
Model-based cluster analysis and discriminant analysis with the MIXMOD software Christophe Biernacki, Gilles Celeux, Gérard Govaert and Florent Langrognet Article (15 June 2005)
Error bounds for learning the kernel Charles Micchelli, Massimiliano Pontil, Qiang WU and Ding-Xuan Zhou Article (02 June 2005)
A Class of Rényi Information Estimators for Multidimensional Densities Nikolai Leonenko, Luc Pronzato and Vippal Savani Article (June 2005)
An approximate inference approach for the pca reconstruction error Manfred Opper Article (June 2005)
Bayesian networks : a better than frequentist approach for parametrization, and a more accurate structural complexity measure than the number of parameters Sylvain Gelly and Olivier Teytaud Article (June 2005)
Elementary team strategies in a monotone game Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Article Item not available online. (June 2005)
factorization for facial expression analysis and synthesis B. Abboud and Franck Davoine Article (June 2005)
Gradient projection methods for quadratic programs and applications in training support vector machines Thomas Serafini, Gaetano Zanghirati and Luca Zanni Article (June 2005)
Improvements on removing non-optimal support points in D-optimum design algorithms Radoslav Harman and Luc Pronzato Article (June 2005)
Learning convex combinations of continuously parameterized basic kernels Andreas Argyriou, Charles A. Micchelli and Massimiliano Pontil Article (June 2005)
Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection Koji Tsuda, Gunnar Raetsch and Manfred Warmuth Article Item not available online. (June 2005)
Open Source Search: A Data Mining Platform Wray Buntine Article (June 2005)
RASE: recognition of alternatively spliced exons in C.elegans Gunnar Rätsch, Sören Sonnenburg and Bernhard Schölkopf Article Item not available online. (June 2005)
Universal Consistency and Bloat in GP : Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer Article (June 2005)
Complexity of Pattern Classes and Lipschitz Property Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Article Item availablity restricted. (13 May 2005)
On the use of finite state transducers for semantic interpretation Christian Raymond, Fréderic Béchet, Renato De Mori and Geraldine DAMNATI Article Item not available online. (11 May 2005)
Deviance information criteria for missing data models Gilles Celeux, Florence Forbes, Christian P Robert and Mike D Titterington Article (05 May 2005)
A New Tractable Class of Constraint Satisfaction Problems Victor Dalmau Article (May 2005)
Controlling the losing probability in a monotone game Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Article Item not available online. (May 2005)
Learning rule representations from data Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas and Anna Maria Zanaboni Article Item not available online. (May 2005)
On the properties of the bethe approximation and loopy belief propagation on binary networks Joris Mooij and Bert Kappen Article Item not available online. (May 2005)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (May 2005)
Semi-supervised Learning with an Imperfect Supervisor Massih Amini and Patrick Gallinari Article Item not available online. (May 2005)
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Article (May 2005)
Bayesian approach to feature selection and parameter tuning for Support Vector Machine classifers Carl Gold, Alex Holub and Peter Sollich Article (25 April 2005)
Generic object recognition with boosting Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Article Item not available online. (15 April 2005)
Empirical Bayesian Test of the Smoothness Eduard Belitser and Farida Enikeeva Article Item availablity restricted. (07 April 2005)
A Brain Computer Interface with Online Feedback based on Magnetoencephalography Thomas Navin Lal, Michael Schroeder, N. Jeremy Hill, Hubert Preissl, Thilo Hinterberger, Juergen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer and Bernhard Schoelkopf Article Item not available online. (April 2005)
An EM algorithm for the Block Mixture Model Gérard Govaert and Mohamed Nadif Article Item availablity restricted. (April 2005)
Clustering by Compression R. Cilibrasi and P.M.B. Vitanyi Article (April 2005)
Composite Texture Synthesis Alexey Zalesny, Vittorio Ferrari, Gert Caenen and Luc Van Gool Article (April 2005)
Composite texture synthesis A. Zalesny, Vittorio Ferrari, Geert Caenen, Luc Van Gool and Luc Van Gool Article Item not available online. (April 2005)
Computing Minimal Multi-Homogeneous B\'ezout Numbers is Hard Klaus Meer and Gregorio Malajovich Article Item availablity restricted. (April 2005)
Estimating functions for blind source separation when sources have variance dependencies M Kawanabe and KR Muller Article Item not available online. (April 2005)
Parsimonious Additive Models Avalos Marta, Yves Grandvalet and Christophe Ambroise Article Item not available online. (29 March 2005)
Kernels for small molecules and the prediction of mutagenicity, toxicity and anti-cancer activity Joshua S. Swamidass, Jonathan Chen, Jocelyne Bruand, Peter Phung, Liva Ralaivola and Pierre Baldi Article (27 March 2005)
Seamless Image Stitching by Minimizing False Edges Assaf Zomet, Anat Levin, Shmuel Peleg and Yair Weiss Article (23 March 2005)
Fast Bayesian Support Vector Machine parameter tuning with the Nystrom method Carl Gold and Peter Sollich Article (16 March 2005)
Accumulative prediction error and the selection of time series models Eric-Jan Wagenmakers, Peter Grünwald and Mark Steijvers Article Item not available online. (March 2005)
Auto-Associative Models and Generalized Principal Component Analysis Stephane Girard and Serge IOVLEFF Article (March 2005)
Detecting Irrelevant Subtrees to Improve Probabilistic Learning from Tree-structured Data Amaury Habrard, Marc Bernard and Marc Sebban Article Item availablity restricted. (March 2005)
Fast bootstrap methodology for model selection Amaury Lendasse, Geoffroy Simon, Vincent Wertz and Michel Verleysen Article Item availablity restricted. (March 2005)
Learning a Function and its Derivatives forcing the Support Vector Expansion Marcelino Lazaro, Fernando Perez-Cruz and Antonio Artes Article Item not available online. (March 2005)
Reconstructing camera projection matrices from multiple pairwise overlapping views Jacob Goldberger Article (March 2005)
Level of Repair Analysis and Minimum Cost Homomorphisms of Graphs Gregory Gutin, Arash Rafiey-Hafshejani, Anders Yeo and Michael Tso Article (22 February 2005)
Unsupervised Models for Morpheme Segmentation and Morphology Learning Mathias Creutz and Krista Lagus Article Item not available online. (21 February 2005)
Nonlinear optimisation method for image segmentation and noise reduction using geometrical intrinsic properties Sasan Mahmoodi and Bayan Sharif Article Item not available online. (09 February 2005)
Suboptimal behaviour of Bayes and MDL in classification under misspecification Peter Grünwald and John Langford Article Item not available online. (February 2005)
Building kernels from binary strings for image matching Francesca Odone, Annalisa Barla and Alessandro Verri Article Item not available online. (February 2005)
Expectation Correction for smoothing in Switching Linear Gaussian State Space models David Barber Article (February 2005)
On the Complexity of Several Haplotyping Problems Rudi Cilibrasi, Leo van Iersel, Steven Kelk and John Tromp Article (February 2005)
On the irregular behavior of LS estimators for Asymptotically singular designs Andrej Pazman and Luc Pronzato Article (February 2005)
Discriminative components of data Jaakko Peltonen and Samuel Kaski Article Item not available online. (31 January 2005)
Mask estimation for missing data speech recognition based on statistics of binaural interaction S. Harding, J.P. Barker and G.J. Brown Article Item availablity restricted. (31 January 2005)
Designing a Bayesian network for preventive maintenance from expert opinion in a rapid and reliable way Gilles Celeux, Franck Corset, André Lannoy and Benoit Ricard Article Item not available online. (06 January 2005)
Deviance Information Criteria for missing data models Gilles Celeux, Florence Forbes, Christian Robert and Mike Titterington Article Item not available online. (04 January 2005)
Bayesian Estimation of a Multifractal function Fabrice Gamboa and Jean-Michel Loubes Article Item not available online. (January 2005)
Building minority language corpora by learning to generate web search queries Rayid Ghani, Rosie Jones and Dunja Mladenić Article Item not available online. (January 2005)
Convergence of the IRWLS Procedure to the Support Vector Machine Solution Fernando Perez-Cruz, Carlos Bousoño and Antonio Artes Article Item availablity restricted. (January 2005)
Restructuration Automatique de Documents dans les Corpus Semi Structurés Hétérogènes guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Article (January 2005)
Measuring Phase Synchronization of Superimposed Signals F Meinecke, A Ziehe, J Kurths and Klaus-Robert Müller Article (2005)
Statistical asymptotic and non-asymptotic consistency of bayesian networks : convergence to the right structure and consistent probability estimates Sylvain Gelly and Olivier Teytaud Article (2005)
Vehicle Categorization: Parts for Speed and Accuracy Eric Nowak and Frederic Jurie Article (2005)
2-local 3/4-competitive algorithm for multicoloring hexagonal graphs Petra Sparl and Janez Žerovnik Article Item not available online. (2005)
A Bibliographical Study of Grammatical Inference Colin de la Higuera Article Item availablity restricted. (2005)
A Classification EM Algorithm for Binned Data Allou Same, Christophe Ambroise and Gérard Govaert Article Item availablity restricted. (2005)
A comparison of affine region detectors K. Mikolajzyk, Tinne Tuytelaars, Cordelia Schmid, Andrew Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, Luc Van Gool and Luc Van Gool Article Item not available online. (2005)
A face recognition system based on automatically determined facial fiducial points Stefano Arca, Paola Campadelli and Raffaella Lanzarotti Article Item not available online. (2005)
A gene expression map of Arabidopsis thaliana development M. Schmid, T.S. Davison, S.R. Henz, U.J. Pape, M. Demar, M. Vingron, Bernhard Schölkopf, D. Weigel and J.U. Lohmann Article Item not available online. (2005)
A linear theory for control of non-linear stochastic systems Bert Kappen Article Item not available online. (2005)
A MDL approach to HMM with Poisson and Gaussian emissions. Application to order indentification. Antoine Chambaz, Aurelien Garivier and Elisabeth Gassiat Article (2005)
A Model for Generating Random Quantified Boolean Formulas Hubert Ming Chen and Yannet Interian Article Item not available online. (2005)
A new lower bound for multiple hypothesis testing Lucien Birgé Article Item not available online. (2005)
A Novel Graphical Representation of Proteins Tomaž Pisanski, Alexandru T. Balaban, Marjana Novič, Milan Randić and Aleš Založnik Article Item not available online. (2005)
A novel kernel method for clustering Francesco Camastra and Alessandro Verri Article Item not available online. (2005)
A novel representation of protein sequences for prediction of subcellular location using support vector machines Setsuro Matsuda, Jean-Philippe Vert, Hiroto Saigo, Nobuhisa Ueda, Hiroyuki Toh and Tatsuya Akutsu Article Item not available online. (2005)
A pairwise alignment algorithm which favours clusters of blocks Elisabeth Gassiat, Elodie Nedelec, Thomas Moncion, Bruno Bossard, Guillemette Duchateau-Nguyen, Alain Denise and Michel Termier Article Item not available online. (2005)
A Polynomially Searchable Exponential Neighbourhood for Graph Colouring Adam Prügel-Bennett and Celia Glass Article (2005)
A Second Language Acquisition Model Using Example Generalization and Concept Categories Ari Rappoport and Vera Sheinman Article Item not available online. (2005)
A second-order Perceptron algorithm Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Article (2005)
A statistical analysis of information processing properties of lamina-specific cortical microcircuit models Stefan Häusler and Wolfgang Maass Article Item not available online. (2005)
A statistical physics approach for the analysis of machine learning algorithms on real data. Manfred Opper and Manfred Opper Article (2005)
A Unified Framework for Score Normalization Techniques Applied to Text Independent Speaker Verification Johnny Mariéthoz and Samy Bengio Article (2005)
Accelerating Evolutionary Algorithms with Gaussian Process Fitness Function Models Dirk Büche, Nicol N. Schraudolph and Petros Koumoutsakos Article Item availablity restricted. (2005)
Accounting for probe-level noise in principal component analysis of microarray data Guido Sanguinetti, Marta Milo, magnus rattray and Neil Lawrence Article (2005)
Active appearance-based robot localization using stereo vision Josep Porta, Jakob Verbeek and Ben Krose Article Item not available online. (2005)
An analysis of the feasibility of short read sequencing Nava Whiteford, Niall Haslam, Gerald Weber, Adam Prügel-Bennett, Jonathan W. Essex, Peter L. Roach, Mark Bradley and Cameron Neylon Article (2005)
An auditory paradigm for Brain--Computer Interfaces Jeremy Hill, Thomas Navin Lal, Karin Bierig, Niels Birbaumer and Bernhard Schölkopf Article (2005)
An EM algorithm for the Block Mixture Model Gérard Govaert and Mohamed Nadif Article Item not available online. (2005)
An introduction to a new way of eliciting prior distributions for Weibull inference in an inudstrial context Nicolas BOUSQUET Article Item availablity restricted. (2005)
An invitation to quantum tomography L.M. Artiles, R. Gill and M.I. Guta Article (2005)
Associative clustering for exploring dependencies between functional genomics data sets Samuel Kaski, Janne Nikkilä, Janne Sinkkonen, Leo Lahti, Juha Knuutila and Christophe Roos Article Item not available online. (2005)
Asymptotic behaviour of a family of gradient algorithms in R^d and {H}ilbert spaces. Luc Pronzato, Henry Wynn and A.A. Zhigljavsky Article Item not available online. (2005)
Automatic Analysis of Multimodal Group Actions in Meetings Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard and Dong Zhang Article (2005)
Automatic Identification of Faked and Fraudulent Interviews in the German SOEP Christin Schäfer, Jörg-Peter Schräpler, Klaus-Robert Müller and Gert G. Wagner Article Item not available online. (2005)
Barrier trees MAX-SAT combinatorial optimization cost landscape heuristic search Adam Prügel-Bennett and Jonathan Hallam Article Item not available online. (2005)
Batched Bin Packing Gregory Gutin, Tommy Jensen and Anders Yeo Article Item not available online. (2005)
Bayesian estimation for quantification by real-time Polymerase Chain Reaction Nadia Lalam and Christine Jacob Article Item availablity restricted. (2005)
BCI Competition III : Dataset II - Ensemble of SVMs for BCI P300 speller Alain Rakotomamonjy and Vincent Guigue Article Item availablity restricted. (2005)
Berlin Brain-Computer Interface - the HCI communication channel for discovery Roman Krepki, Gabriel Curio, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2005)
Beyond Hypertree Width: Decomposition Methods Without Decompositions Hubert Ming Chen and Victor Dalmau Article Item not available online. (2005)
Bilinear Dynamical Systems Will Penny, Zoubin Ghahramani and Karl Friston Article (2005)
Binary On-line Classification based on Temporally Integrated Information Christin Schaefer and Steven Lemm Article Item not available online. (2005)
Bio-molecular cancer prediction with random subspace ensembles of Support Vector Machines Alberto Bertoni, Raffaella Folgieri and Giorgio Valentini Article (2005)
Biomarker discovery in microarray gene expression data with Gaussian processes Wei Chu, Zoubin Ghahramani, F. Falciani and D.L. Wild Article (2005)
Classification d'un tableau de contingence et modèle probabiliste Gérard Govaert and Mohamed Nadif Article Item availablity restricted. (2005)
Classifying 'drug-likeness' with kernel-based learning methods Klaus-Robert Müller, Gunnar Raetsch, Sören Sonnenburg, Sebastian Mika, Michael Grimm and Nikolaus Heinrich Article Item not available online. (2005)
Clustering of contingency table and mixture model Gérard Govaert and Mohamed Nadif Article Item availablity restricted. (2005)
Comparative analysis of educational networks Alenka Žibert, Vladimir Batagelj and Vladislav Rajkovič Article Item not available online. (2005)
Consistency of spectral clustering Ulrike v. Luxburg, Mikhail Belkin and Olivier Bousquet Article Item not available online. (2005)
Constructing Free-Energy Approximations and Generalized Belief Propagation Algorithms Jonathan Yedidia, Willia Freeman and Yair Weiss Article Item not available online. (2005)
Correcting BLAST e-Values for Low-Complexity Segments Itai Sharon, Aaron Birkland, Kuan Chang, Ran El-Yaniv and Golan Yona Article (2005)
Counting disconnected structures: chemical trees, fullerenes, I-graphs, and others Tomaž Pisanski and Marko Petkovšek Article Item not available online. (2005)
Decoding speech in the presence of other sources J.P. Barker, M.P. Cooke and D.P.W. Ellis Article Item availablity restricted. (2005)
Discrimination par modèles additifs parcimonieux Avalos Marta, Yves Grandvalet and Christophe Ambroise Article Item availablity restricted. (2005)
Edge of chaos and prediction of computational power for neural microcircuit models Robert Legenstein and Wolfgang Maass Article Item not available online. (2005)
Effective Transductive Learning via PAC-Bayesian Model Selection Ran El-Yaniv and Leonid Gerzon Article (2005)
Effects of fast presynaptic noise in attractor neural networks J.M. Cortes, J.J. Torres, J. Marro and Bert Kappen Article Item not available online. (2005)
Efficient Generation of Large Random Networks Vladimir Batagelj and Ulrik Brandes Article Item not available online. (2005)
Efficient generation of large random networks Vladimir Batagelj and Ulrik Brandes Article Item not available online. (2005)
Estimating the tempo and mode of gene family evolution from comparative genomic data Matthew Hahn, Tijl De Bie, Jason Stajich, Chi Nguyen and Nello Cristianini Article Item not available online. (2005)
Estimation of the PCR efficiency based on a size-dependent modelling of the amplification process Nadia Lalam, Christine Jacob and Peter Jagers Article (2005)
Fading memory and kernel properties of generic cortical microcircuit models Wolfgang Maass, Thomas Natschläger and Henry Markram Article Item not available online. (2005)
Fast Protein Classification with Multiple Networks Koji Tsuda, HyunJung Helen Shin and Bernhard Schölkopf Article (2005)
Filtering-ranking perceptron learning for partial parsing Xavier Carreras, Lluis Marquez and Jorge Castro Article (2005)
From outliers to prototypes: Ordering data Stefan Harmeling, Guido Dornhege, David Tax, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2005)
From outliers to prototypes: ordering data Stefan Harmeling, Guido Dornhege, David Tax, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2005)
From Pebble Games to Tractability: An Ambidextrous Consistency Algorithm for Quantified Constraint Satisfaction Hubert Ming Chen and Victor Dalmau Article Item not available online. (2005)
Further Extension of TSP Assign Neighborhood Gregory Gutin and Fred Glover Article (2005)
Fuzzy Clustering to estimate the parameters of block mixture models Gérard Govaert and Mohamed Nadif Article Item availablity restricted. (2005)
Generalization error bounds using unlabeled data Matti Kääriäinen Article (2005)
Generalization in Clustering with Unobserved Features Eyal Krupka and Naftali Tishby Article (2005)
GfKl 2004 Contest: Annealed k-Means Clustering and Decision Trees Christin Schaefer and Julian Laub Article Item not available online. (2005)
Graph kernels for molecular structure-activity relationship analysis with support vector machines Pierre Mahé, Nobuhisa Ueda, Tatsuya Akutsu, Jean-Luc Perret and Jean-Philippe Vert Article Item not available online. (2005)
Hierarchical Gaussian process mixtures for regression Jian Qing Shi, Roderick Murray-Smith and Mike Titterington Article Item not available online. (2005)
Hierarchical Testing Designs for Pattern Recognition Gilles Blanchard and Donald Geman Article (2005)
Image segmentation by polygonal Markov fields R. Kluszczynski, Marie-Colette van Lieshout and T. Schreiber Article Item not available online. (2005)
Improving "bag-of-keypoints" image categorisation: Generative Models and PDF-Kernels Jason Farquhar, Sandor Szedmak, Hongying Meng and John Shawe-Taylor Article (2005)
Inlier-Based ICA with an Application to Super-imposed Images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Inlier-based ICA with an application to super-imposed images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Inlier-based ICA with an application to superimposed images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Internal regret in on-line portfolio selection Gilles Stoltz and Gábor Lugosi Article (2005)
Iterative Kernel Principal Component Analysis for Image Modeling K. I. Kim, Matthias Franz and Bernhard Schölkopf Article (2005)
Kantarovich-type inequalities for operators via D-optimal design theory Luc Pronzato, Henry Wynn and Anatoly Zhigljavsky Article Item not available online. (2005)
Kernel Matching Pursuit for Large Datasets Vlad Popovici, Samy Bengio and Jean-Philippe Thiran Article (2005)
Kernel methods for testing independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article (2005)
Kernels in planar digraphs Gregory Gutin, Ton KLoks, Chuan Min Lee and Anders Yeo Article (2005)
Language Pragmatics, Contexts and a Search Engine Ville Tuulos and Tomi Silander Article (2005)
Large-Scale Multiclass Transduction Thomas Geartner, quoc le, Simon Burton, Alex Smola and S V N Vishwanathan Article Item not available online. (2005)
Learning by mirror averaging. Anatoli Juditsky, Philippe Rigollet and Alexandre Tsybakov Article (2005)
Learning interpretable SVMs for biological sequence classification Gunnar Raetsch and Sören Sonnenburg Article Item not available online. (2005)
Learning the Kernel with Hyperkernels Cheng Soon Ong, Alex Smola and Bob Williamson Article (2005)
Lifetime maximization for multicasting in energy-constrained wireless networks Patrik Floréen, Petteri Kaski, Jukka Kohonen and Pekka Orponen Article Item availablity restricted. (2005)
Linear datalog and bounded path duality of relational structures Victor Dalmau Article Item not available online. (2005)
Maximum likelihood estimation for random sequential adsorption Marie-Colette van Lieshout Article Item not available online. (2005)
Measuring Phase Synchronization of Superimposed Signals Frank Meinecke, Andreas Ziehe, J\"urgen Kurths and Klaus-Robert Müller Article Item not available online. (2005)
Mediated Digraphs and Quantum Nonlocality Gregory Gutin, Nick Jones, Arash Rafiey, Simone Severini and Anders Yeo Article (2005)
Methods for estimating the computational power and generalization capability of neural microcircuits Wolfgang Maass, Robert Legenstein and Nils Bertschinger Article (2005)
Methods Towards Invasive Human Brain Computer Interfaces Thomas Navin Lal, Thilo Hinterberger, Guido Widman, Michael Schroeder, Jeremy Hill, Wolfgang Rosenstiel, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Article (2005)
Minimax and adaptive estimation of the Wigner function in quantum homodyne tomography with noisy data Cristina Butucea, Madalin Guta and Luis Artiles Article Item availablity restricted. (2005)
Minimizing Regret with Label Efficient Prediction Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (2005)
Minimum Cost and List Homomorphisms to Semicomplete Digraphs Gregory Gutin, Arash Rafiey and Anders Yeo Article (2005)
Mixture of linear mixed models - Application to repeated data clustering Gilles Celeux, Olivier Martin and Christian Lavergne Article (2005)
Mixture of Vector Experts Matthew Henderson, John Shawe-Taylor and Janez Žerovnik Article Item not available online. (2005)
Model Selection for linear inverse problems jean michel loubes, ana karina fermin and carenne ludena Article (2005)
Moment inequalities for functions of independent random variables. Stephane Boucheron, Olivier Bousquet, Gábor Lugosi and Pascal Massart Article Item not available online. (2005)
Multi-Faceted Information Retrieval System for Large Scale Email Archives Jukka Perkiö, Ville Tuulos, Wray Buntine and Henry Tirri Article (2005)
Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity Amir Navot, Lavi Shpigelman, Naftali Tishby and Eilon Vaadia Article (2005)
Noise and the two-thirds power law Uri Maoz, Elon Portugaly, Tamar Flash and Yair Weiss Article (2005)
Nonlinear modelling of FES-supported standing up in paraplegia for selection of feedback sensors R. Kamnik, J. Q. Shi, Roderick Murray-Smith and T. Bajd Article Item not available online. (2005)
On Discriminative Bayesian Network Classifiers and Logistic Regression Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki and Henry Tirri Article Item not available online. (2005)
On the number of hamiltonian groups Tomaž Pisanski, Boris Horvat and Gašper Jaklic Article (2005)
On the working set selection in gradient projection-based decomposition techniques for support vector machines Thomas Serafini and Luca Zanni Article (2005)
Parameter estimation in pair hidden Markov models. Elisabeth Gassiat, Ana Arribas-Gil and Catherine Matias Article (2005)
Parameterized Compilability Hubert Ming Chen Article Item not available online. (2005)
Path integrals and symmetry breaking for optimal control theory Bert Kappen Article Item not available online. (2005)
Periodic Constraint Satisfaction Problems: Tractable Subclasses Hubert Ming Chen Article Item not available online. (2005)
Probabilistic Finite State Automata - Part I Enrique Vidal, Franck Thollard, Colin de la Higuera, Francisco Casacuberta and Rafael Carrasco Article (2005)
Probabilistic Finite State Automata - Part II Enrique Vidal, Franck Thollard, Colin de la Higuera, Francisco Casacuberta and Rafael Carrasco Article (2005)
Protein function prediction via graph kernels Karsten M. Borgwardt, Cheng Soon Ong, Stefan Schoenauer, S V N Vishwanathan, Alex Smola and Hans-Peter Kriegel Article Item not available online. (2005)
Quantified Constraint Satisfaction, Maximal Constraint Languages, and Symmetric Polymorphisms Hubert Ming Chen Article Item not available online. (2005)
Query by Committee Made Real Ran Gilad-Bachrach, Amir Navot and Naftali Tishby Article (2005)
Radon in soil gas : how to identify anomalies caused by earthquakes Boris Zmazek, Mladen Zivcic, Ljupco Todorovski, Saso Dzeroski, Janja Vaupotic and Ivan Kobal Article Item not available online. (2005)
Recherche d'information inattendue pour la veille technologique. Christine Largeron and François Jacquenet Article Item availablity restricted. (2005)
Self-organizing map learning nonlinearly embedded manifolds Timo Similä Article Item not available online. (2005)
Self-organizing mixture models Jakob Verbeek, Nikos Vlassis and Ben Krose Article Item not available online. (2005)
Semigroup kernels on measures Marco Cuturi, Kenji Fukumizu and Jean-Philippe Vert Article Item not available online. (2005)
Semiparametric second order efficient estimation of the period of a signal and applications Ismael Castillo Article Item not available online. (2005)
Simultaneous object recognition and segmentation from single or multiple model views Vittorio Ferrari, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Article Item not available online. (2005)
Sonification of Probabilistic Feedback through Granular Synthesis John Williamson and Roderick Murray-Smith Article (2005)
Spatio-Spectral Filter for Improved Classification of Single-Trial EEG Steven Lemm, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article (2005)
Spikernels: Predicting Arm Movements by Embedding Population Spike Rate Patterns in Inner-Product Spaces Lavi Shpigelman, Yoram Singer, Rony Paz and Eilon Vaadia Article (2005)
Square root penalty: adaptation to the margin in classification and in edge estimation S.A. van de Geer and A.B. Tsybakov Article Item not available online. (2005)
Stochastic Optimization for High-Dimensional Tracking in Dense Range Maps Matthieu Bray, Esther Koller-Meier, Pascal Müller, Nicol N. Schraudolph and Luc Van Gool Article Item availablity restricted. (2005)
Style recognition through statistical event models Carlos Pérez-Sancho, José Iñesta and Jorge Calera-Rubio Article Item availablity restricted. (2005)
Supervised enzyme network inference from the integration of genomic data and chemical information Yoshihiro Yamanishi, Jean-Philippe Vert and Minoru Kanehisa Article Item not available online. (2005)
Survey propagation at finite temperature: application to a Sourlas code as a toy model Bastian Wemmenhove and Bert Kappen Article Item not available online. (2005)
The cluster variation method for efficient linkage analysis on extended pedigrees Kees Albers, M.A.R. Leisink and Bert Kappen Article Item not available online. (2005)
The context-tree kernel for strings Marco Cuturi and Jean-Philippe Vert Article Item not available online. (2005)
The Expressive Rate of Constraints Hubert Ming Chen Article Item not available online. (2005)
The genus of the GRAZ graph is 7 Tomaž Pisanski, Dragan Marušič and Stephen Wilson Article Item not available online. (2005)
The Greedy Algorithm for the Symmetric TSP G. Gutin and A. Yeo Article (2005)
Towards Short Term Content Adaptation Michela Acquaviva and Marco Benini Article Item not available online. (2005)
Unified dual for bi-class svm approaches Luis Gonzalez, Cecilio Angulo, Francisco Velasco and Andreu Catala Article Item not available online. (2005)
Using KCCA for Japanese-English cross-language information retrieval and classification Yaoyong Li and John Shawe-Taylor Article (2005)
Variational Approximations in Bayesian Model Selection for Finite Mixture Distributions Clare Anne McGrory and Mike Titterington Article Item availablity restricted. (2005)
Visual approach to supervised variable selection by self-organizing map Timo Similä and Sampsa Laine Article Item not available online. (2005)
Von Foerster meets Kohonen - approaches to artificial intelligence, cognitive science and information systems development Timo Honkela Article Item not available online. (2005)
What can a Neuron Learn with Spike-Timing-Dependent Plasticity? Robert Legenstein, Christian Näger and Wolfgang Maass Article Item availablity restricted. (2005)

Book

Algorithmic Learning Theory Book Item not available online. (08 October 2005)
Learning Theory, 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings Book Item not available online. (27 June 2005)
5th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (CAOS), Helsinki, Finland, Book Item not available online. (19 June 2005)
Advances in Minimum Description Length Book Item not available online. (01 April 2005)
Exploratory Social Network Analysis with Pajek Wouter de Nooy, Andrej Mrvar and Vladimir Batagelj Book Item not available online. (March 2005)
Generalized Blockmodeling Patrick Doreian, Vladimir Batagelj and Anuška Ferligoj Book Item not available online. (February 2005)
Machine Learning for Multimodal Interaction: First International Workshop, MLMI 2004 Book Item not available online. (January 2005)
Proceedings of the Hamilton Summer School on Switching and Learning in Feedback systems Book Item not available online. (January 2005)
Advances in Neural Information Processing Systems 17: Proceedings of the 2004 Conference, Vol. 17 Lawrence Saul, Yair Weiss and Leon Bottou Book Item not available online. (2005)
Artifical Neural Networks: Biological Inspirations Book Item not available online. (2005)
Artificial Neural Networks: Formal Models and their Applications Book Item not available online. (2005)
Exploratory social network analysis with Pajek Wouter de Nooy, Andrej Mrvar and Vladimir Batagelj Book Item not available online. (2005)
Generalization error estimation under covariate shift Masashi Sugiyama and Klaus-Robert Müller Book (2005)
Generalized blockmodeling Patrick Doreian, Vladimir Batagelj and Anuška Ferligoj Book Item not available online. (2005)
Independent Component Analysis (Japanese translation) Aapo Hyvärinen, Juha Karhunen and Erkki Oja Book Item not available online. (2005)
Memory-based language processing Walter Daelemans and Antal van den Bosch Book Item not available online. (2005)
Model Selection Under Covariate Shift Masashi Sugiyama and Klaus-Robert Müller Book Item not available online. (2005)
Proceedings of KRBIO05, Symposium on Knowledge Representation in Bioinformatics Book Item not available online. (2005)
Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05) Book Item not available online. (2005)
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics Robert Cowell and Zoubin Ghahramani Book (2005)

Book Section

Estimating Predictive Variances with Kernel Ridge Regression gavin cawley, nicola talbot and Olivier Chapelle Book Section (November 2005)
Connections between Neural Networks and Boolean Functions Martin Anthony Book Section (29 October 2005)
Decision lists Martin Anthony Book Section (29 October 2005)
Learning Boolean Functions Martin Anthony Book Section (29 October 2005)
Splines with non positive kernels Stéphane Canu, Cheng Soon Ong and Xavier Mary Book Section (01 October 2005)
Tree symbolic music representation for key finding David Rizo, José Iñesta and Pedro J. Ponce de Leon Book Section Item availablity restricted. (01 October 2005)
Initiative to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)
to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)
Ordered vector set for binary image description and an application to handwritten character recognition set Juan R. Rico and José Iñesta Book Section Item not available online. (14 September 2005)
LS-SVM hyperparameter selection with a nonparametric noise estimator Amaury Lendasse, Yongnan Ji, Nima Reyhani and Michel Verleysen Book Section Item availablity restricted. (11 September 2005)
Mutual information and k-nearest neighbors approximator for time series prediction Antti Sorjamaa, Jin Hao and Amaury Lendasse Book Section Item availablity restricted. (11 September 2005)
Lessons learned in the challenge: making predictions and scoring them Jukka Kohonen and Jukka Suomela Book Section Item availablity restricted. (07 September 2005)
A First Look at the Minimum Description Length Principle Peter Grünwald Book Section Item not available online. (September 2005)
Order estimation in Inference in Hidden Markov Models Stephane Boucheron and Elisabeth Gassiat Book Section (July 2005)
Direct and recursive prediction of time series using Mutual information selection Yongnan Ji, Jin Hao, Nima Reyhani and Amaury Lendasse Book Section Item availablity restricted. (08 June 2005)
Input and structure selection for k-NN approximator Antti Sorjamaa, Nima Reyhani and Amaury Lendasse Book Section Item availablity restricted. (08 June 2005)
Input selection for long-term prediction of time series Jarkko Jarkko, Jaakko Hollmen and Amaury Lendasse Book Section Item availablity restricted. (08 June 2005)
Biological specifications for a synthetic gene expression data generation model Francesca Ruffino, Marco Muselli and Giorgio Valentini Book Section (April 2005)
Positional analyses of sociometric data Patrick Doreian, Vladimir Batagelj and Anuška Ferligoj Book Section Item not available online. (April 2005)
A Tutorial Introduction to the Minimum Description Length Principle Peter Grünwald Book Section (March 2005)
Understanding Gaussian Process Regression Using the Equivalent Kernel Peter Sollich and Christopher Williams Book Section (03 February 2005)
Can Gaussian Process Regression Be Made Robust Against Model Mismatch? Peter Sollich Book Section (01 February 2005)
Self-tuning control of non-linear systems using Gaussian process prior models D Sbarbaro and Roderick Murray-Smith Book Section (January 2005)
Projective nonnegative matrix factorization for image compression and feature extraction. Zhijian Yuan and Erkki Oja Book Section Item not available online. (2005)
Support Vector Machine to Synthesise Kernels Hongying Meng, John Shawe-Taylor, Sandor Szedmak and Jason Farquhar Book Section (2005)
A heuristic for the asymmetric traveling salesman problem Janez Brest and Janez Žerovnik Book Section (2005)
A hierarchical system for recognition, tracking and pose estimation Philipp Zehnder, Esther Koller-Meier, Rik Fransens, Luc Van Gool and Luc Van Gool Book Section Item not available online. (2005)
A Hierarchical System for Recognition, Tracking and Pose Estimation Philipp Zehnder, Esther Koller-Meier, R. Fransens and Luc Van Gool Book Section Item not available online. (2005)
A Hierarchical System for Recognition, Tracking and Pose Estimation, Cognitive Vision Systems P. Zehnder, E. Koller-Meier, R. Fransens and L. Van Gool Book Section Item not available online. (2005)
A Simple Feature Extraction for High Dimensional Image Representations Christian Savu-Krohn and Peter Auer Book Section Item not available online. (2005)
Algorithmic statistics and Kolmogorov's structure function P.M.B. Vitanyi Book Section (2005)
An algorithm for 12-[5]coloring of triangle-free hexagonal graphs Janez Žerovnik Book Section Item not available online. (2005)
An MDL Framework for Data Clustering Petri Kontkanen, Petri Myllymäki, Wray Buntine, Jorma Rissanen and Henry Tirri Book Section (2005)
Bayes Consistent Classification of EEG Data by Approximate Marginalization Peter Sykacek, Iead Rezek and Stephen J. Roberts Book Section (2005)
Bayes rule in perception, action and cognition Daniel Wolpert and Zoubin Ghahramani Book Section (2005)
Bias in Estimating the Variance of K-Fold Cross-Validation Yoshua Bengio and Yves Grandvalet Book Section Item not available online. (2005)
Chinese postman problem with priorities Tomaz Kramberger and Janez Žerovnik Book Section Item not available online. (2005)
Dynamics and probabilistic text entry John Williamson and Roderick Murray-Smith Book Section (2005)
Ensemble Hidden Markov Models with Extended Observation Densities for Biosignal Analysis Iead Rezek and Stephen J. Roberts Book Section (2005)
Entropy Regularization Yves Grandvalet and Yoshua Bengio Book Section Item not available online. (2005)
Graph Kernels by Spectral Transforms Xiaojin Zhu, Jaz Kandola, John Lafferty and Zoubin Ghahramani Book Section (2005)
Head and facial animation tracking using appearance-adaptive models and particle filters Franck Davoine and F. Dornaika Book Section (2005)
Incorporating geometry information with weak classifiers for improved generic visual categorization Gabriela Csurka, Jutta Willamowski, Chris Dance and Florent Perronnin Book Section Item not available online. (2005)
Learning a dynamical modle of gene regulatory network Florence d'Alché-Buc, Pierre-Jean Lahaye, Bruno-Edouard Perrin, Liva Ralaivola, Todor Vujasinovic and Samuele Bottani Book Section (2005)
Learning with large data sets using filtered Gaussian Process priors J. Q. Shi, Roderick Murray-Smith, Mike Titterington and B. A. Pearlmutter Book Section (2005)
Local Optimization Applied to a Volunteer Timetabling Problem Matej Borovinsek and Janez Žerovnik Book Section Item not available online. (2005)
Metaheuristics in Automated Storage and Retrieval Systems Blaž Zmazek and Janez Žerovnik Book Section Item not available online. (2005)
Object recognition using geometric properties and a variant of boosting Martin Antenreiter and Peter Auer Book Section Item not available online. (2005)
Optical Flow Estimation David Fleet and Yair Weiss Book Section Item not available online. (2005)
Optimization of markers in clothing industry with randomized algorithms Iztok Fister and Janez Žerovnik Book Section Item not available online. (2005)
Pattern recognition with local invariant features Cordelia Schmid, Gyorgy Dorko, Svetlana Lazebnik, Krystian Mikolajczyk and Jean Ponce Book Section Item not available online. (2005)
Positional analyses of sociometric data Patrick Doreian, Vladimir Batagelj and Anuška Ferligoj Book Section Item not available online. (2005)
Semi-Structured Document Classification Ludovic Denoyer and Patrick Gallinari Book Section Item availablity restricted. (2005)
Semigroup kernels on finite sets Marco Cuturi and Jean-Philippe Vert Book Section (2005)
Shallow Text Analysis and Machine Learning for Authorship Attribution Kim Luyckx and Walter Daelemans Book Section (2005)
Some improvements to a parallel decomposition technique for training support vector machines Thomas Serafini, Luca Zanni and Gaetano Zanghirati Book Section (2005)
Sufficient conditions for convergence of loopy belief propagation Joris Mooij and Bert Kappen Book Section (2005)
Summarization and visualization Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (2005)
Supervised graph inference Jean-Philippe Vert and Yoshihiro Yamanishi Book Section (2005)
Support Vector Machines and Kernel Algorithms. Bernhard Schölkopf and Alex Smola Book Section Item not available online. (2005)
Testing Some Improvements of the Fukunaga and Narendra´s Fast Nearest Neighbour Search Algorithm in a Spelling Task E. Gómez-Ballester, Luisa Mico and Jose Oncina Book Section Item not available online. (2005)
Transformations of Gaussian Process priors Barak A. Pearlmutter and Roderick Murray-Smith Book Section (2005)
Validity estimates for loopy belief propagation on binary real-world networks Joris Mooij and Bert Kappen Book Section (2005)
Visualizing very large graphs using clustering neighborhoods Dunja Mladenić and Marko Grobelnik Book Section Item availablity restricted. (2005)
What makes a dynamical system computationally powerful? Robert Legenstein and Wolfgang Maass Book Section Item availablity restricted. (2005)

Conference or Workshop Item

Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif Jean-François Pessiot, truong Vinh, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (19 December 2005)
Tracking Hand Movements from Neuronal Activity with a Dynamic Kernel-Based Model Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item Item not available online. (14 December 2005)
Competitive Reinforcement Learning Peter Auer Conference or Workshop Item (10 December 2005)
Learning Hierarchies at Two-class Complexity Sandor Szedmak, Craig Saunders, John Shawe-Taylor and Juho Rousu Conference or Workshop Item (10 December 2005)
Predicting Text Relevance from Sequential Reading Behavior Michael Pfeiffer, Amir R. Saffari A. A. and Andreas Juffinger Conference or Workshop Item Item availablity restricted. (10 December 2005)
Symbolic answer to an eye-tracking problem Christine Largeron and Franck Thollard Conference or Workshop Item (10 December 2005)
Symbolic answers to an eye-tracking problem Christine Largeron and Franck Thollard Conference or Workshop Item (10 December 2005)
Phoneme Alignment using Large Margin Techniques Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (09 December 2005)
Ranking with Unlabeled Data: A first Study Nicolas Usunier, Truong Vinh, Massih Amini and Patrick Gallinari Conference or Workshop Item (07 December 2005)
Two view learning: SVM-2K, Theory and Practice Jason Farquhar, David Hardoon, Hongying Meng, John Shawe-Taylor and Sandor Szedmak Conference or Workshop Item (06 December 2005)
Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation Nicol N. Schraudolph, Jin Yu and Douglas Aberdeen Conference or Workshop Item (05 December 2005)
Generalisation Error Bounds for Classifiers Trained with Interdependent Data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item Item not available online. (03 December 2005)
Gaussian Processes for Multiuser Detection Juan Jose Murillo Fuentes and Fernando Perez-Cruz Conference or Workshop Item (December 2005)
A learning algorithm for multi-agent causal models Stijn Meganck, Sam Maes, Bernard Manderick and Philippe Leray Conference or Workshop Item Item availablity restricted. (December 2005)
Bayesian Sets Zoubin Ghahramani and Katherine Heller Conference or Workshop Item (December 2005)
Conditional Random Field for tracking user behaviour based on his eye's movements T.M.T. Do and thierry artieres Conference or Workshop Item Item not available online. (December 2005)
Depth of Anaesthesia Assessment with Generative Polyspectral Models Iead Rezek, Stephen J. Roberts, Ellie Siva and Regina Conradt Conference or Workshop Item (December 2005)
Exploiting Hyperlinks to Learn a Retrieval Model David Grangier and Samy Bengio Conference or Workshop Item (December 2005)
Fast Gaussian Process Regression using KD-Trees Yirong Shen, Andrew Ng and matthias seeger Conference or Workshop Item Item not available online. (December 2005)
Generalisation error bounds for classifiers trained with interdependent data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (December 2005)
Generalization to Unseen Cases Teemu Roos, Peter Grünwald, Petri Myllymäki and Henry Tirri Conference or Workshop Item (December 2005)
LASVM Applied to Invariant Problems Gaëlle Loosli Conference or Workshop Item (December 2005)
Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity Amir Navot, Lavi Shpigelman, Naftali Tishby and Eilon Vaadia Conference or Workshop Item (December 2005)
Omnidirectional vision based topological navigation Toon Goedeme, Marnix Nuttin, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (December 2005)
Statistical Convergence of Kernel CCA K Fukumizu, F Bach and Arthur Gretton Conference or Workshop Item (December 2005)
Structured Prediction via the Extragradient Method Ben Taskar, Simon Lacoste-Julien and Michael I. Jordan Conference or Workshop Item (December 2005)
Worst-Case Bounds for Gaussian Process Models Kakade Sham, matthias seeger and Dean Foster Conference or Workshop Item Item not available online. (December 2005)
Keyword-detection approach to automatic image annotation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item (30 November 2005)
Melody track identification in music symbolic files David Rizo, Pedro J. Ponce de Leon, Antonio Pertusa, Carlos Pérez-Sancho and José Iñesta Conference or Workshop Item Item availablity restricted. (18 November 2005)
Representations of graphs Tomaž Pisanski Conference or Workshop Item Item not available online. (17 November 2005)
Visualization of networks Vladimir Batagelj Conference or Workshop Item Item not available online. (15 November 2005)
PicSOM experiments in TRECVID 2005 Markus Koskela, Jorma Laaksonen, Mats Sjöberg and Hannes Muurinen Conference or Workshop Item Item not available online. (14 November 2005)
Reachability Analysis for Uncertain SSPs Olivier Buffet Conference or Workshop Item (14 November 2005)
Linear Programming and Belief Propagation with Convex Free Energies ---Applications in Computer Vision and Computational Biology Yair Weiss Conference or Workshop Item Item not available online. (08 November 2005)
MAP inference in graphical models - new theoretical results Yair Weiss Conference or Workshop Item Item not available online. (08 November 2005)
A Local Basis Representation for Estimating Human Pose from Cluttered Images Ankur Agarwal and William Triggs Conference or Workshop Item (06 November 2005)
Large Protein function prediction via faster graph kernels Karsten Borgwardt, S V N Vishwanathan, Nicol Schraudolph and Hans-Peter Kriegel Conference or Workshop Item (02 November 2005)
Visualizing Cauchy’s Interlacing Property for Line Distance Matrices Tomaž Pisanski, Gašper Jaklič and Milan Randič Conference or Workshop Item Item not available online. (02 November 2005)
Self-Adapting Architecture (SAA) Tomaž Pisanski, Alen Orbanić, Gašper Jaklič, Iztok Kavkler and Marko Boben Conference or Workshop Item Item not available online. (01 November 2005)
Simple and SimplerSVM S V N Vishwanathan, Alex Smola and Nicol Schraudolph Conference or Workshop Item (01 November 2005)
Visualization of graphs using their product stucture Janez Žerovnik and Blaž Zmazek Conference or Workshop Item Item not available online. (01 November 2005)
A Bayesian approach of Quantitative Polymerase Chain Reaction Nadia Lalam and Christine Jacob Conference or Workshop Item Item availablity restricted. (November 2005)
Mining chains of relations Foto Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Conference or Workshop Item (November 2005)
Monocular Tracking with a Mixture of View-Dependent Learned Models Tobias Jaeggli, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item Item not available online. (November 2005)
Some aspects of latent structure analysis Mike Titterington Conference or Workshop Item (November 2005)
Some aspects of statistical image modelling and restoration Mike Titterington Conference or Workshop Item (November 2005)
Using RankBoost to Compare Retrieval Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item (November 2005)
Robustness of phoneme recognition using Support Vector Machines Lena Khoo, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (30 October 2005)
BLUES from Music: BLind Underdetermined Extraction of Sources from Music Michael S. Pedersen, T. Lehn-Schiøler and Jan Larsen Conference or Workshop Item Item not available online. (28 October 2005)
Tissue classification of noisy MR brain images using constrained GMM Amit Ruf, Hayit Greenspan and Jacob Goldberger Conference or Workshop Item Item not available online. (27 October 2005)
Agnostically Learning Halfspaces Adam Kalai, Adam Klivans, Yishay Mansour and Rocco Servedio Conference or Workshop Item (26 October 2005)
Modeling Scenes with Local Descriptors and Latent Aspects Pedro Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item not available online. (23 October 2005)
Mechanism Design via Machine Learning Maria-Florina Balcan, Avrim Blum, Jason Hartline and Yishay Mansour Conference or Workshop Item (23 October 2005)
Inferring Relevance from Eye Movements Using Generic Neural Microcircuits Tuomas Lepola Conference or Workshop Item (21 October 2005)
Software demo of PAJEK Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (21 October 2005)
Simultaneous facial action tracking and expression recognition using a particle filter F. Dornaika and Franck Davoine Conference or Workshop Item (20 October 2005)
Efficiently Solving Dynamic Markov Random Fields using Graph Cuts Pushmeet Kohli and Philip Torr Conference or Workshop Item Item not available online. (15 October 2005)
Computational complexity of relay placement in sensor networks Jukka Suomela Conference or Workshop Item Item availablity restricted. (14 October 2005)
Identification in the limit of substitutable context-free languages Alexander Clark and Rémi Eyraud Conference or Workshop Item (08 October 2005)
A Two-Teams Approach for Robust Probabilistic Temporal Planning Olivier Buffet and Douglas Aberdeen Conference or Workshop Item (07 October 2005)
Interventional Robotics in Telemedicine Brian Davies Conference or Workshop Item Item not available online. (06 October 2005)
Self-organizing map application for retrieval of man-made structures in remote sensing data Matthieu Molinier, Jorma Laaksonen, Jussi Ahola and Tuomas Häme Conference or Workshop Item Item not available online. (05 October 2005)
Kernel Basis Pursuit Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (04 October 2005)
On Discriminative Joint Density Modeling Jarkko Salojärvi, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (03 October 2005)
Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities Ramunas Girdziusas and Jorma Laaksonen Conference or Workshop Item Item not available online. (03 October 2005)
Learnability of Probabilistic Automata via Oracles Omri Guttman, S V N Vishwanathan and Bob Williamson Conference or Workshop Item (02 October 2005)
Tractable Clones of Polynomials over Semigroups Victor Dalmau, Ricard Gavaldà, Pascal Tesson and Denis Thérien Conference or Workshop Item (01 October 2005)
A Discriminative Matching Approach to Word Alignment Ben Taskar, Simon Lacoste-Julien and Dan Klein Conference or Workshop Item (October 2005)
A Generalized Framework for Revealing Analogous Themes across Related Topics Zvika Marx, Ido Dagan and Eli Shamir Conference or Workshop Item (October 2005)
A survey of ontology evaluation techniques Janez Brank, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (October 2005)
An Analysis of the Anti-Learning Phenomenon for the Class Symmetric Polyhedron Adam Kowalczyk and Olivier Chapelle Conference or Workshop Item (October 2005)
Analysis of demining project proposals Matjaz Bevk and Dunja Mladenić Conference or Workshop Item (October 2005)
Automated structuring of company competencies in virtual organizations Peter Ljubic, Nada Lavrac, Joel Plisson, Dunja Mladenić, Stefan Bollhalter and Mitja Jermol Conference or Workshop Item (October 2005)
Discovering object categories in image collections Josef Sivic, Bryan Russell, Alexei Efros, Andrew Zisserman and William Freeman Conference or Workshop Item (October 2005)
Identifying individuals in video by combining generative and discriminative head models Mark Everingham and Andrew Zisserman Conference or Workshop Item (October 2005)
Improved risk tail bounds for on-line algorithms Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (October 2005)
Investigating Unsupervised Learning for Text Categorization Bootstrapping Alfio Gliozzo, Carlo Strapparava and Ido Dagan Conference or Workshop Item (October 2005)
Learning object categories from Google's image search Robert Fergus, Li Fei-Fei, Pietro Perona and Andrew Zisserman Conference or Workshop Item (October 2005)
Learning to Summarise XML Documents by Combining Content and Structure Features Massih Amini, Tombros Anastasios, Nicolas Usunier, Mounia Lalmas and Patrick Gallinari Conference or Workshop Item (October 2005)
Markerless Full Body Tracking by Integrating Multiple Cues Roland Kehl, Matthieu Bray and Luc Van Gool Conference or Workshop Item Item not available online. (October 2005)
Mining Probabilistic Automata: a New Way to Sequence Mining Jacquemont Stéphanie, François Jacquenet and Marc Sebban Conference or Workshop Item Item availablity restricted. (October 2005)
Modeling Bayesian Networks by Learning from Experts Wim Wiegerinck Conference or Workshop Item (October 2005)
Modeling link qualities in a sensor network Jure Leskovec, Purnamrita Sarkar and Carlos Guestrin Conference or Workshop Item (October 2005)
Modifying Spectral Envelope to Synthetically Adjust Voice Quality and Articulation Parameters for Emotional Speech Synthesis Yanqiu Shao, Zhuoran Wang, Jiqing Han and Ting Liu Conference or Workshop Item Item not available online. (October 2005)
Omnidirectional Sparse Visual Path Following with Occlusion-Robust Feature Tracking T. Goedeme, Tinne Tuytelaars, G. Vanacker, M. Nuttin, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (October 2005)
On Effectiveness Measures and Relevance Functions in Ranking INEX Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (October 2005)
Ontology grounding Aleks Jakulin and Dunja Mladenić Conference or Workshop Item (October 2005)
PAC-learnability of Probabilistic Deterministic Finite State Automata in terms of Variation Distance Nick Palmer and Paul Goldberg Conference or Workshop Item (October 2005)
Parametric Stereo for Multi-Pose Face Recognition and 3D-Face Modeling Rik Fransens, Christoph Strecha, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (October 2005)
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication Jure Leskovec, Deepay Chakrabarti, Jon Kleinberg and Christos Faloutsos Conference or Workshop Item (October 2005)
Robust Named Entity Extraction from Spoken Archives Benoit Favre, Fréderic Béchet and Pascal Nocera Conference or Workshop Item Item not available online. (October 2005)
Semi-automatic construction of topic ontology Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
Stochastic Models for Document Restructuration Patrick Gallinari, guillaume Wisniewski, Francis MAES and Ludovic Denoyer Conference or Workshop Item (October 2005)
Training Support Vector Machines with Multiple Equality Constraints Wolf Kienzle and Bernhard Schölkopf Conference or Workshop Item Item not available online. (October 2005)
Translating with non-contiguous phrases Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Eric Gaussier, Cyril Goutte, Kenji Yamada, Philippe Langlais and Arne Mauser Conference or Workshop Item Item availablity restricted. (October 2005)
User profiling for interest-focused browsing history Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation Norman Poh and Samy Bengio Conference or Workshop Item (October 2005)
Using machine learning to structure the expertise of companies: analysis of the Yahoo! business data Joel Plisson, Dunja Mladenić, Peter Ljubic, Nada Lavrac and Marko Grobelnik Conference or Workshop Item (October 2005)
Visualization of text document corpus Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
Co-occurrence Models in Music Genre Classification Peter Ahrendt, Cyril Goutte and Jan Larsen Conference or Workshop Item Item not available online. (28 September 2005)
Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking Michael S. Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems Conference or Workshop Item Item availablity restricted. (28 September 2005)
A Voting Margin Approach for the Detection of Retinal Microaneurysms Ilkka Autio, Juan Carlos Borrás García, Ilkka Immonen, Petri Jalli and Esko Ukkonen Conference or Workshop Item (26 September 2005)
Human Detection using Oriented Histograms of Flow and Appearance Navneet Dalal, William Triggs and Cordelia Schmid Conference or Workshop Item Item not available online. (26 September 2005)
Textual Entailment:A Perspective on Applied Text Understanding Ido Dagan Conference or Workshop Item (21 September 2005)
Opportunities from Open Source Search Wray Buntine, Karl Aberer, Ivana Podnar and Martin Rajman Conference or Workshop Item (20 September 2005)
A distance measure between GMMs based on the unscented transform and its application to speaker recognition Jacob Goldberger and Hagai Aronowitz Conference or Workshop Item (13 September 2005)
View- and texture-independent facial expression recognition in videos using dynamic programming F. Dornaika and Franck Davoine Conference or Workshop Item Item not available online. (13 September 2005)
A neural network for text representation Mikaela Keller and Samy Bengio Conference or Workshop Item (11 September 2005)
Content-based retrieval of web pages and other hierarchical objects with Self-Organizing Maps Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (11 September 2005)
Implicit Relevance Feedback from Eye Movements Jarkko Salojärvi, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (11 September 2005)
Interactive Museum Guide Herbert Bay, Beat Fasel and Luc Van Gool Conference or Workshop Item (11 September 2005)
Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering Ramunas Girdziusas and Jorma Laaksonen Conference or Workshop Item Item not available online. (11 September 2005)
Multiresponse sparse regression with application to multidimensional scaling Timo Similä and Jarkko Tikka Conference or Workshop Item Item not available online. (11 September 2005)
Nonlinear Relational Markov Networks with an Application to the Game of Go Tapani Raiko Conference or Workshop Item Item availablity restricted. (11 September 2005)
Estimation de signaux par noyaux d’ondelettes Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (09 September 2005)
Some new procedures in Pajek Vladimir Batagelj Conference or Workshop Item (07 September 2005)
Classification invariante en translation de signaux non stationnaires Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (06 September 2005)
Markov random fields for textures recognition with local invariant regions and their geometric relationships Juliette Blanchet, Florence Forbes and Cordelia Schmid Conference or Workshop Item Item not available online. (06 September 2005)
Input selection and function approximation using the SOM: an application to spectrometric modeling Francesco Corona and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (05 September 2005)
Considering Speech Quality in Speaker Verification Fusion Yosef Solewicz and Moshe Koppel Conference or Workshop Item (04 September 2005)
Efficient Speaker Identification and Retrieval Hagai Aronowitz and David Burstein Conference or Workshop Item (04 September 2005)
Modeling Intra-Speaker Variability for Speaker Recognition Hagai Aronowitz, Dror Irony and David Burstein Conference or Workshop Item (04 September 2005)
A geologically-sound representation for evolutionary multi-objective subsurface identification Vijay Pratap Singh, Marc Schoenauer and Michel Léger Conference or Workshop Item (02 September 2005)
An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling Marc Schoenauer and Yann Semet Conference or Workshop Item (02 September 2005)
Over-complete Wavelet Approximation of a Support Vector Machine for Efficient Classification. Matthias Raetsch, Sami Romdani, Gerd Teschke and Thomas Vetter Conference or Workshop Item (September 2005)
A Probabilistic Model for Chord Progressions Jean-Francois Paiement, Douglas Eck and Samy Bengio Conference or Workshop Item (September 2005)
Classification automatique de structures arborescentes à l’aide du noyau de Fisher : Application aux documents XML Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (September 2005)
Distributed learning of multi-agent causal models Sam Maes, Stijn Meganck, Bernard Manderick and Philippe Leray Conference or Workshop Item Item not available online. (September 2005)
Ensemble of SVMs for improving Brain Computer Interface P300 speller performances Alain Rakotomamonjy, Vincent Guigue, Gregory Mallet and Victor Alvarado Conference or Workshop Item Item availablity restricted. (September 2005)
Extracting yeast stress genes by dependencies between stress treatments Arto Klami, Janne Nikkilä, Christophe Roos and Samuel Kaski Conference or Workshop Item (September 2005)
Face and facial feature localization Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item not available online. (September 2005)
Hierarchical part-based human body pose estimation Ramanan Navaratnam, Arasanathan Thayananthan, Philip Torr and Roberto Cipolla Conference or Workshop Item (September 2005)
Hyperfeatures - Multilevel Local Coding for Visual Recognition Ankur Agarwal and William Triggs Conference or Workshop Item Item not available online. (September 2005)
Hyperfeatures - Multilevel Local Coding for Visual Recognition Ankur Agarwal and William Triggs Conference or Workshop Item (September 2005)
Local multidimensional scaling with controlled tradeoff between trustworthiness and continuity Jarkko Venna and Samuel Kaski Conference or Workshop Item (September 2005)
Mining Broadcast News data: Robust Information Extraction from Word Lattices Benoit Favre, Fréderic Béchet and Pascal Nocera Conference or Workshop Item Item not available online. (September 2005)
Phoneme Alignment Based on Discriminative Learning Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (September 2005)
PSOM+ : Parametrized Self-Organizing Maps for noisy and incomplete data Stefan Klanke and Helge Ritter Conference or Workshop Item Item not available online. (September 2005)
Sampling Strategies for Bag-of-Features Image Classification Eric Nowak, Frederic Jurie and William Triggs Conference or Workshop Item (September 2005)
Tensor ranks and some properties of tensor spaces Pierre Comon Conference or Workshop Item Item availablity restricted. (30 August 2005)
Enhanced Line Search: a Novel Method to Accelerate PARAFAC Myriam Rajih and Pierre Comon Conference or Workshop Item Item not available online. (29 August 2005)
Step Size-Adapted Online Support Vector Learning Alexandros Karatzoglou, S V N Vishwanathan, Nicol N. Schraudolph and Alex Smola Conference or Workshop Item (28 August 2005)
Partial relevance in interactive facial image retrieval Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (22 August 2005)
Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression Ramunas Girdziusas and Jorma Laaksonen Conference or Workshop Item Item not available online. (22 August 2005)
kNN Versus SVM in the Collaborative Filtering Framework Miha Grcar, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (21 August 2005)
Combining Graph Laplacians for Semi--Supervised Learning Andreas Argyriou, Mark Herbster and Massimiliano Pontil Conference or Workshop Item (17 August 2005)
A data-dependent generalisation error bound for the AUC Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (12 August 2005)
Bagging Evolutionary ROC-based Hypotheses Application to Terminology Extraction Azé Jérôme, Roche Mathieu and Sebag Michèle Conference or Workshop Item Item not available online. (11 August 2005)
Evaluating Machine Learning for Information Extraction neil ireson, fabio ciravegna, Marie Elaine Califf, Dayne Freytag, Nicholas Kushmerick and Alberto Lavelli Conference or Workshop Item (11 August 2005)
Implicit Surface Modelling as an Eigenvalue Problem christian wadler, Olivier Chapelle and Bernhard Schölkopf Conference or Workshop Item (08 August 2005)
Online Learning over Graphs Mark Herbster, Massimiliano Pontil and Lisa Wainer Conference or Workshop Item (08 August 2005)
Expectation Maximization Algorithms for Conditional Likelihoods Jarkko Salojärvi, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (07 August 2005)
Online Learning over Graphs Mark Herbster, Massimiliano Pontil and Lisa Wainer Conference or Workshop Item (07 August 2005)
Hierarchic Bayesian Models for Kernel Learning. Mark Girolami and Simon Rogers Conference or Workshop Item (06 August 2005)
Fast Reachability Analysis for Uncertain SSPs Olivier Buffet Conference or Workshop Item (01 August 2005)
Simulation Methods for Uncertain Decision-Theoretic Planning Douglas Aberdeen and Olivier Buffet Conference or Workshop Item (01 August 2005)
Rupture detection for context aware applications Gaëlle Loosli, Sang-Goog Lee and Stéphane Canu Conference or Workshop Item Item not available online. (August 2005)
A Comparison of Tight Generalization Error Bounds Matti Kääriäinen and John Langford Conference or Workshop Item (August 2005)
A graphical model for chord progressions embedded in a psychoacoustic space Jean-Francois Paiement, Douglas Eck, Samy Bengio and David Barber Conference or Workshop Item (August 2005)
A multi-objective multi-modal optimisation approach for mining stable spatio-temporal patterns Michele Sebag, Nicolas Tarrisson, Olivier Teytaud, Julien Lefevre and Sylvain Baillet Conference or Workshop Item (August 2005)
A probabilistic learning method for XML annotation of documents Boris Chidlovskii and Jérôme Fuselier Conference or Workshop Item Item availablity restricted. (August 2005)
An Overview of Semi-Supervised Learning matthias seeger Conference or Workshop Item Item not available online. (August 2005)
Automatically building domain model in hypermedia applications hermine fotzo, Thierry Artieres, Patrick Gallinari, Julien Blanchard and Guillaume Letellier Conference or Workshop Item (August 2005)
Bagging Evolutionary ROC-based Hypotheses Application to Terminology Extraction. Azé Jérôme, Roche Mathieu and Sebag Michèle Conference or Workshop Item (August 2005)
Bayesian Hierarchical Clustering Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (August 2005)
Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola and Samuel Kaski Conference or Workshop Item Item availablity restricted. (August 2005)
Combining partitions by probabilistic label aggregation Tilman Lange and Joachim Buhmann Conference or Workshop Item Item not available online. (August 2005)
Data Driven Online to Batch Conversions Ofer Dekel and Yoram Singer Conference or Workshop Item (August 2005)
Disease diagnosis from Capillary Electophoresis: Mass Spectrometry S Rogers, Mark Girolami, R Krebbs and H Mischak Conference or Workshop Item (August 2005)
Feature based omnidirectional sparse visual path following Toon Goedeme, Tinne Tuytelaars, G. Vanacker, Marnix Nuttin, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (August 2005)
Graphs over Time: Densification Laws, Shrinking Diameters and Possible Explanations Jure Leskovec, Jon Kleinberg and Christos Faloutsos Conference or Workshop Item (August 2005)
Improving Kernel Classifiers for Object Categorization Problems Alexei Pozdnoukov and Samy Bengio Conference or Workshop Item (August 2005)
Intrinsic Dimensionality Estimation of Submanifolds in Euclidean Space Matthias Hein, Jean-Yves Audibert and Ulrike Von Luxburg Conference or Workshop Item (August 2005)
Learning from partially labelled data -- with confidence Eric Gaussier and Cyril Goutte Conference or Workshop Item Item availablity restricted. (August 2005)
Multi-Way Distributional Clustering via Pairwise Interactions Ron Bekkerman, Ran El-Yaniv and Andrew McCallum Conference or Workshop Item (August 2005)
On Adaptive Confidences for Critic-Driven Classifier Combining Matti Aksela and Jorma Laaksonen Conference or Workshop Item Item not available online. (August 2005)
Online Learning over Graphs Mark Herbster, Massimiliano Pontil and Lisa Wainer Conference or Workshop Item Item not available online. (August 2005)
Reinforcement learning with Gaussian processes Yaakov Engel, Shie Mannor and Ron Meir Conference or Workshop Item (August 2005)
Relation between PLSA and NMF and Implications Cyril Goutte and Eric Gaussier Conference or Workshop Item Item availablity restricted. (August 2005)
Segmentation Evaluation Using A Support Vector Machine Sebastien Chabrier, Christophe Rosenberger, Helene Laurent and Alain Rakotomamonjy Conference or Workshop Item Item not available online. (August 2005)
The use of machine translation tools for cross-lingual text mining Blaz Fortuna and John Shawe-Taylor Conference or Workshop Item (August 2005)
Tight bounds for SVM classification error Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Conference or Workshop Item Item not available online. (August 2005)
Topic-Specific Scoring of Documents for Relevant Retrieval Wray Buntine Conference or Workshop Item (August 2005)
You Are Wrong!—Automatic Detection of Interaction Errors from Brain Waves Pierre Ferrez and Jose del R. Millan Conference or Workshop Item (August 2005)
Gaussian Processes of Nonlinear Diffusion Filtering Ramunas Girdziusas and Jorma Laaksonen Conference or Workshop Item (31 July 2005)
Learning Nonlinear State-Space Models for Control Tapani Raiko and Matti Tornio Conference or Workshop Item Item availablity restricted. (31 July 2005)
Reinforcement Learning in POMDPs Without Resets Eyal Even-Dar, Sham Kakade and Yishay Mansour Conference or Workshop Item (31 July 2005)
Phase transition within grammatical inference Nicolas Pernot, Antoine Cornuéjols and Michele Sebag Conference or Workshop Item (30 July 2005)
Robust Planning with (L)RTDP Olivier Buffet and Douglas Aberdeen Conference or Workshop Item (30 July 2005)
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola and Juha Karhunen Conference or Workshop Item Item availablity restricted. (26 July 2005)
Planning in POMDPS using Multiplicity Automata Eyal Even-Dar, Sham Kakade and Yishay Mansour Conference or Workshop Item (26 July 2005)
Learning Unbiased Stochastic Edit Distance in the form of a Memoryless Finite-State Transducer Jose Oncina and Marc Sebban Conference or Workshop Item (24 July 2005)
Log Pre-Processing and Grammatical Inference for Web Usage Mining Thierry Murgue Conference or Workshop Item Item availablity restricted. (24 July 2005)
Semantic annotation of image groups with Self-Organizing Maps Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (20 July 2005)
Simple classification into large topic ontology of Web documents Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (10 July 2005)
Prottle: A Probabilistic Temporal Planner Iain Little, Douglas Aberdeen and Thiebaux Sylvie Conference or Workshop Item (09 July 2005)
Evaluation of Multiple Cue Head Pose Estimation Algorithms in Natural Environements Sileye Ba and Jean-Marc Odobez Conference or Workshop Item (06 July 2005)
Models for Trading Exploration and Exploitation using Upper Confidence Bounds Peter Auer Conference or Workshop Item (06 July 2005)
Nonlinear Encoder Models for Information-Theoretic Clustering Felix Agakov and David Barber Conference or Workshop Item (04 July 2005)
A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data Petri Kontkanen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (July 2005)
A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometricactive Norman Poh and Samy Bengio Conference or Workshop Item (July 2005)
A Simple Feature Extraction for High Dimensional Image Representations Christian Savu-Krohn and Peter Auer Conference or Workshop Item Item not available online. (July 2005)
Automatic learning of domain model for personalized hypermedia applications Hermine Njike, Thierry Artieres, Thierry Artieres, Julien Blanchard and Guillaume Letellier Conference or Workshop Item (July 2005)
Auxiliary Variational Information Maximization for Dimensionality Reduction Felix Agakov and David Barber Conference or Workshop Item (July 2005)
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola and Juha Karhunen Conference or Workshop Item (July 2005)
Bayesian Clustering and Model Exploration Jim Smith, Paul E. Anderson, Kieron D. Edwards and Andrew J. Millar Conference or Workshop Item (July 2005)
BICA: a Boolean independent component analysis algorithm Bruno Apolloni, Andrea Brega and Dario Malchiodi Conference or Workshop Item Item not available online. (July 2005)
First Order Logic for Learning User Models in the Semantic Web: Why Do We Need It? François Bry and François Jacquenet Conference or Workshop Item Item availablity restricted. (July 2005)
From Factorial and Hierarchical HMM to Bayesian Network : A Representation Change Algorithm Sylvain Gelly, Nicolas Bredeche and Michele Sebag Conference or Workshop Item (July 2005)
Impact of Linguistic Analysis on the Semantic Graph Coverage and Learning of Document Extracts Jure Leskovec, Natasa Milic-Frayling and Marko Grobelnik Conference or Workshop Item (July 2005)
Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (July 2005)
Literality Based Sample Sorting for Syntax Projection Bruno Cavestro and Nicola Cancedda Conference or Workshop Item (July 2005)
Modeling Word Burstiness Using The Dirichlet Distribution Rasmus Elsborg Madsen, Charles Elkan and David Kauchak Conference or Workshop Item (July 2005)
Random projections for assessing gene expression cluster stability Alberto Bertoni and Giorgio Valentini Conference or Workshop Item (July 2005)
Randomized Algorithms for Fast Bayesian Hierarchical Clustering Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (July 2005)
Taylor-based pseudo-metrics for random process fitting in dynamic programming : expected loss minimisation and risk management Sylvain Gelly, Jeremie Mary and Olivier Teytaud Conference or Workshop Item (July 2005)
Unifying Learning in Games and Graphical Models Iead Rezek, Stephen J. Roberts, Alex Rogers, Rajdeep K. Dash and Nick Jennings Conference or Workshop Item (July 2005)
Generalized Majority-Minority Operations are Tractable Victor Dalmau Conference or Workshop Item (29 June 2005)
From External to Internal Regret Avrim Blum and Yishay Mansour Conference or Workshop Item (28 June 2005)
Improved Second-Order Bounds for Prediction with Expert Advice Nicolò Cesa-Bianchi, Yishay Mansour and Gilles Stoltz Conference or Workshop Item (27 June 2005)
Leaving the Span Manfred Warmuth and S V N Vishwanathan Conference or Workshop Item (27 June 2005)
The Distributional Inclusion Hypotheses and Lexical Entailment Maayan Geffet and Ido Dagan Conference or Workshop Item (26 June 2005)
A Statistical Learning Theory Approach of Bloat Olivier Teytaud, Sylvain Gelly, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item (25 June 2005)
Evolution of Voronoi based Fuzzy Recurrent Controllers Carlos Kavka, Patricia Roggero and Marc Schoenauer Conference or Workshop Item (25 June 2005)
A calculation and representation of edge-transitive maps of small order Tomaž Pisanski and Alen Orbanic Conference or Workshop Item Item not available online. (23 June 2005)
Learning from Labeled and Unlabeled Data on a Directed Graph Dengyong Zhou, Jiayuan Huang and Bernhard Schölkopf Conference or Workshop Item (22 June 2005)
Regularization on Discrete Spaces Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (22 June 2005)
Application of Self-Organizing Maps and automatic image segmentation to 101 object categories database Jorma Laaksonen, Ville Viitaniemi and Markus Koskela Conference or Workshop Item (21 June 2005)
Approximated classification in interactive facial image retrieval Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (19 June 2005)
Easy learning theory for highly scalable learning algorithms (tutorial) Claudio Gentile Conference or Workshop Item (19 June 2005)
Hands-on robotic unicompartmental knee replacement. A prospective randomised controlled clinical investigation of the Acrobot® System Justin Cobb, Johan Henckel, Paula Gomes, Simon Harris, Matjaz Jakopec and Brian Davies Conference or Workshop Item Item not available online. (19 June 2005)
Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms Ramunas Girdziusas and Jorma Laaksonen Conference or Workshop Item Item not available online. (19 June 2005)
Bayesian Network Structural Learning and Incomplete Data Philippe Leray and Olivier François Conference or Workshop Item (15 June 2005)
Emergence of semantic concepts in visual databases Jorma Laaksonen, Ville Viitaniemi and Markus Koskela Conference or Workshop Item (15 June 2005)
Independent Variable Group Analysis in Learning Compact Representations for Data Krista Lagus, Esa Alhoniemi, Jeremias Seppä, Antti Honkela and Paul Wagner Conference or Workshop Item (15 June 2005)
Inducing the Morphological Lexicon of a Natural Language from Unannotated Text Mathias Creutz and Krista Lagus Conference or Workshop Item (15 June 2005)
Machine-learning approaches to BCI in Tübingen Michael Bensch, Martin Bogdan, Jeremy Hill, Thomas Navin Lal, Wolfgang Rosenstiel, Bernhard Schölkopf and Michael Schroeder Conference or Workshop Item Item not available online. (15 June 2005)
Mining the Semantic Web Ajay Chakravarthy Conference or Workshop Item (14 June 2005)
Approximate Methods for GP Regression: A Survey and an Empirical Comparison Christopher Williams Conference or Workshop Item (09 June 2005)
NIST'05 Speaker Recognition Evaluation - Israel National Police/Bar-Ilan University Yosef Solewicz, Moshe Koppel, Dan Schachoach and Uri Biran Conference or Workshop Item (09 June 2005)
An algebraic view on exact learning from queries Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (08 June 2005)
Kernelized Infomax Clustering Felix Agakov and David Barber Conference or Workshop Item (04 June 2005)
Stable Directed Belief Propagation in Gaussian DAGs using the auxiliary variable trick David Barber and Peter Sollich Conference or Workshop Item (03 June 2005)
Large Margin Non-Linear Embedding Alexander Zien and Joaquin Quinonero Candela Conference or Workshop Item (01 June 2005)
Face Recognition based on Frontal Views generated from Non-Frontal Images Volker Blanz, Patrick Grother, Jonathon Phillipps and Thomas Vetter Conference or Workshop Item (June 2005)
Lexical Predictors of Personality Type Shlomo Argamon, Sushant Dhawle, Moshe Koppel and James Pennebaker Conference or Workshop Item (June 2005)
Pedestrian Detection using Stereo-vision and Graph Kernels Frederic Suard, Vincent Guigue, Alain Rakotomamonjy and Abdelaziz Bensrhair Conference or Workshop Item Item not available online. (June 2005)
A New Perspective on an Old Perceptron Algorithm Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (June 2005)
A Probabilistic Setting and Lexical Cooccurrence Model for Textual Entailment Oren Glickman and Ido Dagan Conference or Workshop Item (June 2005)
A protocol for integrating REX and expert data in a study of durability Francois BILLY, Nicolas BOUSQUET and Gilles CELEUX Conference or Workshop Item Item not available online. (June 2005)
A Testbed for Proactive Information Retrieval. Miikka Miettinen, Ville Tuulos and Petri Myllymäki Conference or Workshop Item (June 2005)
BAYESIAN NETWORK STRUCTURAL LEARNING AND INCOMPLETE DATA Philippe Leray and Olivier François Conference or Workshop Item Item availablity restricted. (June 2005)
Choosing an optimal architecture for segmentation and POS-tagging of modern Hebrew Roy Bar Haim, Khalil Sima'an and Yoad Winter Conference or Workshop Item (June 2005)
Constructing visual models with a latent space approach Florent Monay, Pedro Quelhas, Daniel Gatica-Perez and Jean-Marc Odobez Conference or Workshop Item (June 2005)
Definition and Analysis of Intermediate Entailment Levels Roy Bar Haim, Idan Szpektor and Oren Glickman Conference or Workshop Item (June 2005)
EER of Fixed and Trainable Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (June 2005)
Evaluating Multi-Object Tracking Kevin Smith, Daniel Gatica-Perez, Jean-Marc Odobez and Sileye Ba Conference or Workshop Item (June 2005)
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians Matthias Hein, Jean-Yves Audibert and Ulrike Von Luxburg Conference or Workshop Item (June 2005)
Full Body Tracking from Multiple Views Using Stochastic Sampling Roland Kehl, Matthieu Bray and Luc Van Gool Conference or Workshop Item Item not available online. (June 2005)
General Polynomial Time Decomposition Algorithms Nikolas List and Hans Simon Conference or Workshop Item (June 2005)
Gradient-based estimates of return distributions Christos Dimitrakakis and Samy Bengio Conference or Workshop Item (June 2005)
Independent variable group analysis in learning compact representations for data Krista Lagus, Esa Alhoniemi, Jeremias Seppä, Antti Honkela and Paul Wagner Conference or Workshop Item (June 2005)
Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling Xavier Carreras and Lluís Màrquez Conference or Workshop Item (June 2005)
Is structure needed for omnidirectional visual homing? Toon Goedeme, D. Vanhooydonck, E. Demeester, M. Nuttin, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (June 2005)
Learning Convex Combinations of Continuously Parameterized Basic Kernels Andreas Argyriou, Charles Micchelli and Massimiliano Pontil Conference or Workshop Item Item not available online. (June 2005)
Learning Gaussian Processes from Multiple Tasks Kai Yu, Volker Tresp and Anton Schwaighofer Conference or Workshop Item (June 2005)
Learning Stochastic Finite Automata for Musical Style Recognition Colin de la Higuera, Piat Frédéric and Frédéric Tantini Conference or Workshop Item (June 2005)
Learning With Constrained and Unlabelled Data Tilman Lange, Martin H. Law, Anil K. Jain and Joachim Buhmann Conference or Workshop Item Item not available online. (June 2005)
Lung nodules detection and classification Paola Campadelli, Elena Casiraghi and Giorgio Valentini Conference or Workshop Item (June 2005)
Mining Information Extraction Rules from Datasheets Without Linguistic Parsing Rakesh Agrawal, Howard Ho, François Jacquenet and Marielle Jacquenet Conference or Workshop Item Item availablity restricted. (June 2005)
Modelling and eliciting expert knowledge with fictitious data Nicolas BOUSQUET, Gilles CELEUX and Emmanuel REMY Conference or Workshop Item Item not available online. (June 2005)
Morphologically motivated language models in speech recognition Teemu Hirsimaki, Mathias Creutz, Vesa Siivola and Mikko Kurimo Conference or Workshop Item (June 2005)
Multi-view stereo via volumetric graph cuts George Vogiatzis, Philip Torr and Roberto Cipolla Conference or Workshop Item (June 2005)
Nested sampling for Potts models Iain Murray, David J.C. MacKay, Zoubin Ghahramani and John Skilling Conference or Workshop Item Item not available online. (June 2005)
Obj Cut Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item Item not available online. (June 2005)
Préparation des données et analyse des résultats de DEFT'05 Erick Alphonse, Ahmed Amrani, Jérôme Azé, Thomas Heitz, Amar-Djalil Mezaour and Mathieu Roche Conference or Workshop Item Item not available online. (June 2005)
Predicting Binding of Transcriptional Regulators with a Two-way Latent Grouping Model Samuel Kaski, Eerika Savia and Kai Puolamäki Conference or Workshop Item Item availablity restricted. (June 2005)
Prise en compte de la durée de séjour dans la classification de données biographiques Alexander Estacio-Moreno, Thierry Artieres and Patrick Gallinari Conference or Workshop Item Item not available online. (June 2005)
Query learning of Horn formulas revisited: progress and open questions José Balcázar Conference or Workshop Item (June 2005)
Un mélange de densités semi-markoviennes pour la classification de données biographiques Alexander Estacio-Moreno, Thierry Artieres, Olivier Barbary, Marie Piron and Patrick Gallinari Conference or Workshop Item Item not available online. (June 2005)
Using Particles to Track Varying Numbers of Interacting People Kevin Smith, Daniel Gatica-Perez and Jean-Marc Odobez Conference or Workshop Item Item not available online. (June 2005)
Visualized atlas of a gene expression databank Jarkko Venna and Samuel Kaski Conference or Workshop Item (June 2005)
Wide-baseline Stereo Matching with Line Segments Herbert Bay, Vittorio Ferrari and Luc Van Gool Conference or Workshop Item (June 2005)
Workshop on Network Analysis Vladimir Batagelj Conference or Workshop Item Item not available online. (June 2005)
Learning Hierarchical Multi-Category Text Classification Models Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item (29 May 2005)
The ALVIS Document Model for a Semantic Search Engine Wray Buntine, Kimmo Valtonen and Michael P. Taylor Conference or Workshop Item (29 May 2005)
Selective Fusion for Speaker Verification in Surveillance Yosef Solewicz and Moshe Koppel Conference or Workshop Item (24 May 2005)
Learning with Attribute Costs Haim Kaplan, Eyal Kushilevitz and Yishay Mansour Conference or Workshop Item (23 May 2005)
Markov random fields for recognizing textures modeled by feature vectors Juliette Blanchet, Florence Forbes and Cordelia Schmid Conference or Workshop Item Item not available online. (23 May 2005)
Predicting Tool for the Battery Cycle Life Iryna Snihir, William Rey and Evgeny Verbitskiy Conference or Workshop Item (19 May 2005)
Topic-specific link analysis using independent components for information retrieval Wray Buntine, Jaakko Löfström, Sami Perttu and Kimmo Valtonen Conference or Workshop Item (19 May 2005)
Interactive retrieval in facial image database using Self-Organizing Maps Zhirong Yang and Jorma Laaksonen Conference or Workshop Item (16 May 2005)
Correction of Uniformly Noisy Distributions to Improve Probabilistic Grammatical Inference Algorithms Amaury Habrard, Marc Bernard and Marc Sebban Conference or Workshop Item Item availablity restricted. (15 May 2005)
Retrieving speech correctly despite the recognition errors Mikko Kurimo and Ville Turunen Conference or Workshop Item (13 May 2005)
Retrieving speech correctly despite the recognition errors Mikko Kurimo and Ville Turunen Conference or Workshop Item Item not available online. (13 May 2005)
An analysis of factors used in search engine ranking Albert Bifet, Carlos Castillo, Paul-Alexandru Chirita and Ingmar Weber Conference or Workshop Item (11 May 2005)
Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments? Norman Poh and Samy Bengio Conference or Workshop Item (May 2005)
Challenges and Creativity in IT Research Dunja Mladenić Conference or Workshop Item Item availablity restricted. (May 2005)
Granular regression Bruno Apolloni, Domenico Iannizzi, Dario Malchiodi and Witold Pedrycz Conference or Workshop Item Item not available online. (May 2005)
High Dimensional Discriminant Analysis C. Bouveyron, S. Girard and C. Schmid Conference or Workshop Item Item not available online. (May 2005)
Inductive Improvement of Part-of-Speech Tagging and its Effect on a Terminology of Molecular Biology Ahmed Amrani, Mathieu Roche, Yves Kodratoff and Oriane Matte-Tailliez Conference or Workshop Item Item not available online. (May 2005)
Kernel Methods for Dependence Testing in LFP-MUA Arthur Gretton, Andrei Belitski, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (May 2005)
Modeling of biological networks Florence d'Alché-Buc and Vincent Schächter Conference or Workshop Item (May 2005)
Preference Learning in Terminology Extraction: A ROC-based approach Jérôme Azé, Mathieu Roche, Yves Kodratoff and Michèle Sebag Conference or Workshop Item (May 2005)
Translation invariant classification of non-stationary signals Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (27 April 2005)
Mutual information and gamma test for input selection Nima Reyhani, Jin Hao, Yongnan Ji and Amaury Lendasse Conference or Workshop Item (27 April 2005)
Pruned lazy learning models for time series prediction Antti Sorjamaa, Amaury Lendasse and Michel Verleysen Conference or Workshop Item (27 April 2005)
An Investigation of Feature Models for Music Genre Classification using the Support Vector Classifier Anders Meng and John Shawe-Taylor Conference or Workshop Item Item availablity restricted. (25 April 2005)
Subgroup discovery techniques and applications Nada Lavrac Conference or Workshop Item Item not available online. (10 April 2005)
Methods for combining language models in speech recognition Simo Broman and Mikko Kurimo Conference or Workshop Item (08 April 2005)
To recover from speech recognition errors in spoken document retrieval Mikko Kurimo and Ville Turunen Conference or Workshop Item (08 April 2005)
The Acrobot system for robotic uni-condylar arthroplasty Brian Davies, Matjaz Jakopec, Simon Harris, Ferdinando Rodriguez, Paula Gomes and Justin Cobb Conference or Workshop Item Item not available online. (07 April 2005)
Morfessor and Hutmegs: unsupervised morpheme segmentation for highly-inflecting and compounding languages Mathias Creutz, Krista Lagus, Krister Linden and Sami Virpioja Conference or Workshop Item (04 April 2005)
A probabilistic framework for mismatch and profile string kernels. A. Vinokourov, A. Soklakov and Craig Saunders Conference or Workshop Item Item availablity restricted. (April 2005)
Empirical evidence of the linear nature of magnetoencephalograms Antti Honkela, Tomas Östman and Ricardo Vigário Conference or Workshop Item (April 2005)
Gait Phase Effects in Mobile Interaction Andrew Crossan, Roderick Murray-Smith, Stephen Brewster, James Kelly and Bojan Musizza Conference or Workshop Item (April 2005)
Generative Independent Component Analysis for EEG Classification Silvia Chiappa and David Barber Conference or Workshop Item Item not available online. (April 2005)
A Probabilistic Interpretation of Precision, Recall and F-score, with Implication for Evaluation Cyril Goutte and Eric Gaussier Conference or Workshop Item (21 March 2005)
Automatic Text Summarization based on Word-Clusters and Ranking Algorithms Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (21 March 2005)
Independent Component Analysis and Multi-Way Factor Analysis Pierre Comon Conference or Workshop Item (19 March 2005)
Facial action tracking using an AAM-based condensation approach S. Hamlaoui and Franck Davoine Conference or Workshop Item (18 March 2005)
Robot assistance improves outcomes in small incision unicompartmental knee arthroplasty Justin Cobb, Johan Henckal, Robin Richards, Simon Harris, Brian Davies, Matjaz Jakopec and Ferdinando Rodrigues Conference or Workshop Item Item not available online. (15 March 2005)
Relational learning of biological networks Cyril Combe, Vincent Schächter, Stan Matwin and Florence d'Alché-Buc Conference or Workshop Item Item availablity restricted. (12 March 2005)
An accelerated algorithm for MCMC Bayesian decision tree sampling Gilles Blanchard Conference or Workshop Item Item availablity restricted. (03 March 2005)
Heteroscedastic Gaussian Process Regression quoc le, Alex Smola and Stéphane Canu Conference or Workshop Item Item not available online. (03 March 2005)
Assessment of clusters reliability for high dimensional genomic data Alberto Bertoni, Raffaella Folgieri and Giorgio Valentini Conference or Workshop Item (March 2005)
Classication Automatique de Documents Structurés. Application au Corpus d'Arbres Etiquetés XML guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (March 2005)
Corner Localization in chessboards for camera calibration Stefano Arca, Elena Casiraghi and Gabriele Lombardi Conference or Workshop Item (March 2005)
Evaluation of gene selection methods through artificial and real-world data concerning DNA microarray experiments Francesca Ruffino, Giorgio Valentini and Marco Muselli Conference or Workshop Item (March 2005)
Generative Temporal ICA for Classification in Asynchronous BCI Systems Silvia Chiappa and David Barber Conference or Workshop Item Item not available online. (March 2005)
Non-parametric dependent components Arto Klami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (March 2005)
Semantic Interpretation With Error Correction Christian Raymond, Fréderic Béchet, Nathalie Camelin, Renato De Mori and Geraldine Damnati Conference or Workshop Item Item not available online. (March 2005)
fMRI Analysis via One-class Machine Learning Techniques David Hardoon and Larry M. Manevitz Conference or Workshop Item (14 February 2005)
Lifetime models and methods of estimation (French slides) BOUSQUET Nicolas Conference or Workshop Item Item not available online. (February 2005)
Linear Programming, Belief Propagation and Low Level Vision Yair Weiss Conference or Workshop Item Item not available online. (February 2005)
Relation Extraction for Mining the Semantic Web Jose Iria and Fabio Ciravegna Conference or Workshop Item (February 2005)
Semantic Text Features from Small World Graphs Jure Leskovec and John Shawe-Taylor Conference or Workshop Item (February 2005)
Morphologically motivated language models in speech recognition Teemu Hirsimäki, Mathias Creutz, Vesa Siivola and Mikko Kurimo Conference or Workshop Item (27 January 2005)
Fast Convergence of Selfish Rerouting Eyal Even-Dar and Yishay Mansour Conference or Workshop Item (23 January 2005)
Fast Convergence of Selfish Routing Eyal Even-Dar and Yishay Mansour Conference or Workshop Item (23 January 2005)
Generic object recognition by combining distinct features in machine learning Hongying Meng, David Hardoon, John Shawe-Taylor and Sandor Szedmak Conference or Workshop Item Item availablity restricted. (16 January 2005)
Inference dans les HMM hierarchiques et factorises : changement de representation vers le formalisme des Reseaux Bayesien Sylvain Gelly, Nicolas Bredeche and Michele Sebag Conference or Workshop Item Item not available online. (15 January 2005)
Analysis of human locomotion based on partial measurements Tobias Jaeggli, Geert Caenen, Rik Fransens and Luc Van Gool Conference or Workshop Item Item not available online. (06 January 2005)
On the behavior of MDL denoising Teemu Roos, Petri Myllymäki and Henry Tirri Conference or Workshop Item Item not available online. (06 January 2005)
Gaussian quadrature based expectation propagation. Onno Zoeter and Tom Heskes Conference or Workshop Item Item not available online. (05 January 2005)
Kernel Constrained Covariance for Dependence Measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Jon Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (05 January 2005)
Kernel Methods for Missing Variables Alex Smola, S V N Vishwanathan and Thomas Hoffman Conference or Workshop Item (04 January 2005)
A Hierarchical System for Recognition, Tracking and Pose Estimation Philipp Zehnder, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item Item not available online. (January 2005)
Analysis of human locomotion based on partial measurements Tobias Jaeggli, Geert Caenen, Rik Fransens, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (January 2005)
Apprentissage de structure des réseaux bayésiens et données incomplètes Olivier François and Philippe Leray Conference or Workshop Item Item availablity restricted. (January 2005)
Approximations with Reweighted Generalized Belief Propagation Wim Wiegerinck Conference or Workshop Item (January 2005)
Extraction de termes centrée autour de l'expert Thomas Heitz, Mathieu Roche and Yves Kodratoff Conference or Workshop Item Item not available online. (January 2005)
Kernel Based Depdendence Detection in the Macaque Visual Cortex Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (January 2005)
Kernel Constrained Covariance for Dependence Measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, John Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item (January 2005)
Réseaux bayésiens pour le filtrage d’alarmes dans les systèmes de détection d’intrusion Ahmad Faour, Philippe Leray and Cédric Foll Conference or Workshop Item Item availablity restricted. (January 2005)
Sélection de modèles par des méthodes à noyeaux pour la classification de données séquentielles Trinh Minh Tri DO, Thierry Artieres and Patrick Gallinari Conference or Workshop Item (January 2005)
Un système d'aide à la navigation dans des hypermédias Julien Blanchard, Bertrand Petitjean, Thierry Artieres and Patrick Gallinari Conference or Workshop Item Item not available online. (January 2005)
Creating Efficient Codebooks for Visual Recognition Frederic Jurie and William Triggs Conference or Workshop Item Item not available online. (2005)
Estimating 3D Shape and Texture Using Pixel Intensity, Edges, Specular Highlights, Texture Constraints and a Prior Sami Romdani and Thomas Vetter Conference or Workshop Item (2005)
gpsTunes - controlling navigation via audio feedback S. Strachan, P. Eslambolchilar,, Roderick Murray-Smith, S. Hughes, and S. O'Modhrain Conference or Workshop Item (2005)
Learned Color Constancy From Local Correspondences Tijmen Moerland and Frederic Jurie Conference or Workshop Item Item not available online. (2005)
Taylor-based pseudo-metrics for random process fitting in dynamic programming Sylvain Gelly, Jérémie Mary and Olivier Teytaud Conference or Workshop Item (2005)
A Comparison Between Block CEM and Two-Way CEM Algorithm to Cluster a contingency table Mohamed Nadif and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
A Criterion for the Convergence of Learning with Spike Timing Dependent Plasticity Robert Legenstein and Wolfgang Maass Conference or Workshop Item Item not available online. (2005)
A lemmatization web service based on machine learning techniques Joel Plisson, Dunja Mladenić, Nada Lavrac and Tomaz Erjavec Conference or Workshop Item Item not available online. (2005)
A mixture model-based on-line CEM algorithm Allou Same, Gérard Govaert and Christophe Ambroise Conference or Workshop Item Item not available online. (2005)
A Model for Short Term Content Adaptation Michela Acquaviva, Marco Benini and Alberto Trombetta Conference or Workshop Item Item not available online. (2005)
A probabilistic approach to spectral clustering: Using KL divergence to find good clusters Guido Sanguinetti, Jonathan Laidler and Neil Lawrence Conference or Workshop Item (2005)
A Probabilistic Classification Approach for Lexical Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)
A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification Yves Grandvalet, Johnny Mariéthoz and Samy Bengio Conference or Workshop Item (2005)
A Probabilistic Lexical Approach to Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)
A Probabilistic Model for Online Document Clustering with Application to Novelty Detection Jian Zhang, Zoubin Ghahramani and Yiming Yang Conference or Workshop Item (2005)
A Score-Level Fusion Benchmark Database For Biometric Authentication Norman Poh and Samy Bengio Conference or Workshop Item (2005)
A sparse object category model for efficient learning and exhaustive recognition Robert Fergus, Pietro Perona and Andrew Zisserman Conference or Workshop Item (2005)
A sparse object category model for efficient learning and exhaustive recognition Robert Fergus, Pietro Perona and Andrew Zisserman Conference or Workshop Item (2005)
A statistical learning approach to bloat and universal consistency in genetic programming Olivier Teytaud, Marc Schoenauer, Sylvain Gelly and Nicolas Bredèche Conference or Workshop Item (2005)
A Statistical Learning Theory Approach of Bloat Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item (2005)
A Statistical Learning Theory Approach of Bloat Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item Item not available online. (2005)
Adaptive Strategies in Web-Based Learning Systems: A Comparative Survey Michela Acquaviva and Marco Benini Conference or Workshop Item Item not available online. (2005)
An Automata Approach to Pattern Collections Taneli Mielikäinen Conference or Workshop Item (2005)
An Automatic Feature Based Face Authentication System Stefano Arca, Raffaella Lanzarotti, Paola Campadelli and Elena Casiraghi Conference or Workshop Item Item not available online. (2005)
An Automatic Feature Based Face Authentication System Stefano Arca, Raffaella Lanzarotti, Paola Campadelli and Elena Casiraghi Conference or Workshop Item (2005)
An EM algorithm for the Block Mixture Model of contingency table Mohamed Nadif and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
AN INVESTIGATION OF FEATURE MODELS FOR MUSIC GENRE CLASSIFICATION USING THE SUPPORT VECTOR CLASSIFIER John Shawe-Taylor and Anders Meng Conference or Workshop Item Item availablity restricted. (2005)
Analysis of Interprofessional Collaboration in an Online Learning Environment using Self-Organizing Maps Ann Russell and Timo Honkela Conference or Workshop Item Item not available online. (2005)
Analysis of kinship relations with Pajek Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (2005)
Applying collaborative filtering to real0life corporate data Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)
Apprentissage statistique et programmation génétique : la croissance du code est-elle inévitable? Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item Item not available online. (2005)
Approximations with Reweighted Generalized Belief Propagation Wim Wiegerinck Conference or Workshop Item Item not available online. (2005)
At the Edge of Chaos: Real-time Computations and self-organized Criticality in Recurrent Neural Networks Thomas Natschlaeger, Nils Bertschinger and Robert Legenstein Conference or Workshop Item Item not available online. (2005)
ATNoSFERES revisited Samuel Landau, Olivier Sigaud and Marc Schoenauer Conference or Workshop Item (2005)
Automated extraction and structuring of competencies from unstructured company data : two case studies Nada Lavrac, Peter Ljubic, Dunja Mladenić and Joel Plisson Conference or Workshop Item Item not available online. (2005)
Automatic determination of the number of clusters using spectral algorithms Guido Sanguinetti, Jonathan Laidler and Neil Lawrence Conference or Workshop Item (2005)
Benchmarking Non Parametric Statistical Tests Mikaela Keller, Samy Bengio and Siew Yeung Wong Conference or Workshop Item (2005)
Block clustering of contingency table and Mixture Model Mohamed Nadif and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
Block clustering via the block GEM and two-way EM algorithms Mohamed Nadif and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
Block clustering with mixture model : Comparison between different approaches Mohamed Nadif and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
Building compact language models incrementally Vesa Siivola Conference or Workshop Item (2005)
Classification automatique de données ordinales et modèle de mélange Cyril Goujet and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
Clustering of contingency table with Poisson block mixture model Gérard Govaert and Mohamed Nadif Conference or Workshop Item Item not available online. (2005)
Combinaison de fonctions de préférence par Boosting pour la recherche de passages dans les systèmes de question/réponse. Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)
Compact approximations to Bayesian predictive distributions Ed Snelson and Zoubin Ghahramani Conference or Workshop Item (2005)
Comparative analysis of educational networks Alenka Žibert, Vladimir Batagelj and Vladislav Rajkovič Conference or Workshop Item Item not available online. (2005)
Comparative evaluation of Independent Components Analysis algorithms for isolating target-relevant information in brain-signal classification Jeremy Hill, Michael Schroeder, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2005)
Comparing Learning Approaches to Coreference Resolution. There is More to it Than 'Bias'. Véronique Hoste and Walter Daelemans Conference or Workshop Item Item not available online. (2005)
Comparison of Independent Component Analysis and Singular Value Decomposition in Word Context Analysis Jaakko Väyrynen and Timo Honkela Conference or Workshop Item Item not available online. (2005)
Computation-time efficient and robust attribute tree mining with DryadeParent A Termier, M-C Rousset, Michele Sebag, K Ohara, T Washio and Hiroshi Motoda Conference or Workshop Item (2005)
Consistency and convergence rates of one-class SVM and related algorithms Regis Vert and Jean-Philippe Vert Conference or Workshop Item Item not available online. (2005)
Consistency of One-Class SVM and Related Algorithms Regis Vert and Jean-Philippe Vert Conference or Workshop Item (2005)
Context changes detection by one-class SVMs Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu Conference or Workshop Item (2005)
Context Retrieval by Rupture Detection Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu Conference or Workshop Item (2005)
Convergence proofs and convergence rates for multi-modal multi-objective optimization Yann Bonnemay, Olivier Teytaud and Michèle Sebag Conference or Workshop Item (2005)
Cramer-Rao lower bound for linear independent component analysis. Zbynek Koldowsky, Petr Tichavsky and Erkki Oja Conference or Workshop Item Item not available online. (2005)
Data mining for decision support : an application in public health care Aleksander Pur, Marko Bohanec, Bojan Cestnik and Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Detecting Interest-Level in Meetings Daniel Gatica-Perez, Iain McCowan, Dong Zhang and Samy Bengio Conference or Workshop Item (2005)
Developing and Enhancing Posterior Based Speech Recognition Systems Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard Conference or Workshop Item (2005)
Efficient Gridding of Real Microarray Images Giuseppe Lipori Conference or Workshop Item Item availablity restricted. (2005)
Efficient Gridding of Real Microarray Images Giuseppe Lipori Conference or Workshop Item Item not available online. (2005)
Evolutionary Robotics : incremental learning of sequential behavior. Nicolas Bredeche and Louis Hugues Conference or Workshop Item Item not available online. (2005)
Expectation Consistent Free Energies for Approximate Inference Manfred Opper and Ole Winther Conference or Workshop Item Item not available online. (2005)
Extracting Information from Multimedia Meeting Collections Daniel Gatica-Perez, Dong Zhang and Samy Bengio Conference or Workshop Item (2005)
Face and facial feature localization Paola Campadelli, Raffaella Lanzarotti, Giuseppe Lipori and Eleonora Salvi Conference or Workshop Item Item not available online. (2005)
Fast Learning of Sprites using Invariant Features Moray Allan, Michalis Titsias and Christopher Williams Conference or Workshop Item (2005)
From Factorial and Hierarchical HMM to Bayesian Network : A Representation Change Algorithm Sylvain Gelly, Nicolas Bredeche and Michele Sebag Conference or Workshop Item Item not available online. (2005)
From learning metrics towards dependency exploration Samuel Kaski Conference or Workshop Item Item not available online. (2005)
Gaussian quadrature based expectation propagation Onno Zoeter and T. Heskes Conference or Workshop Item (2005)
Globally optimal solutions for energy minimization in stereo vision using reweighted belief propagation Talya Meltzer, Chen Yanover and Yair Weiss Conference or Workshop Item Item not available online. (2005)
Growing an n-gram model Vesa Siivola and Bryan. L. Pellom Conference or Workshop Item (2005)
Guiding Local Regression Using Visualisation Dharmesh Maniyar and Ian Nabney Conference or Workshop Item Item not available online. (2005)
Healing the Relevance Vector Machine through Augmentation Carl Edward Rasmussen and Joaquin Quinonero Candela Conference or Workshop Item (2005)
Heteroscedastic gaussian process regression quoc le, Alex Smola and Stéphane Canu Conference or Workshop Item (2005)
Hierarchical Bayesian Modelling with Gaussian Processes Anton Schwaighofer, Volker Tresp and Kai Yu Conference or Workshop Item Item not available online. (2005)
Hierarchical Multi-Stream Posterior Based Speech Recognition System Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard Conference or Workshop Item (2005)
Implicit Enumeration of Patterns Taneli Mielikäinen Conference or Workshop Item (2005)
Improving sequence segmentation learning by predicting trigrams van den Bosch Antal and Walter Daelemans Conference or Workshop Item Item not available online. (2005)
Incorporating constraints and prior knowledge into factorization algorithms - an Application to 3D recovery Amit Gruber and Yair Weiss Conference or Workshop Item Item not available online. (2005)
Incorporating geometry information with weak classifiers for improved generic visual categorization Gabriela Csurka, Jutta Willamowski, Chris Dance and Florent Perronnin Conference or Workshop Item Item not available online. (2005)
Inductive-deductive systems : a learning theory point of view Nicolas Baskiotis, Michèle Sebag and Olivier Teytaud Conference or Workshop Item (2005)
Inferring Document Similarity from Hyperlinks David Grangier and Samy Bengio Conference or Workshop Item (2005)
Integration of transcription factor binding and gene expression by associative clustering Janne Nikkilä, Christophe Roos and Samuel Kaski Conference or Workshop Item Item not available online. (2005)
Interpretable Clustering via Model-Based Divisive Hierarchical Classification Nadege Sujka, Gérard Govaert and Christophe Ambroise Conference or Workshop Item Item not available online. (2005)
Invariances in Classification : an efficient SVM implementation Gaëlle Loosli, Stéphane Canu, S V N Vishwanathan and Alex Smola Conference or Workshop Item (2005)
Joint Kernel Maps J. Weston, Bernhard Schölkopf and O. Bousquet Conference or Workshop Item Item not available online. (2005)
Kernel constrained covariance for dependence measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andreas Belitski, M Augath, Y Murayama, J Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item (2005)
Kernel Methods for Implicit Surface Modeling Bernhard Schölkopf, J. Giesen and S. Spalinger Conference or Workshop Item (2005)
Kernel methods for missing variables Alex Smola, S V N Vishwanathan and Thomas Hofmann Conference or Workshop Item (2005)
Kernels for gene regulatory regions Jean-Philippe Vert, Robert Thurman and William S. Noble Conference or Workshop Item Item not available online. (2005)
Large scale genomic sequence SVM classifiers Sören Sonnenburg, Gunnar Raetsch and Bernhard Schölkopf Conference or Workshop Item (2005)
Large-scale multiclass transduction Thomas Gaertner, quoc le, Simon Burton, Alex Smola and S V N Vishwanathan Conference or Workshop Item (2005)
Learnability of Probabilistic Automata via Oracles Omri Guttmann, S V N Vishwanathan and Bob Williamson Conference or Workshop Item (2005)
Learning Influence Among Interacting Markov Chains Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Deb Roy Conference or Workshop Item (2005)
Learning interpretable SVMs for biological sequence classification Sören Sonnenburg, Gunnar Raetsch and Christin Schaefer Conference or Workshop Item (2005)
Learning layered motion segmentations of video Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (2005)
Limits of spectral clustering Ulrike v. Luxburg, Olivier Bousquet and Mikhail Belkin Conference or Workshop Item Item not available online. (2005)
local and global oder 3/2 convergence of a surrogate evolutionary algorithm Anne Auger, Marc Schoenauer and Olivier Teytaud Conference or Workshop Item (2005)
Local and global Order 3/2 convergence of a Surrogate Evolutionary Algorithm. Anne Auger, Marc Schoenauer and Olivier Teytaud Conference or Workshop Item (2005)
Local patterns : theory and practice of constraint-based relational subgroup discovery Nada Lavrac, Filip Zelezni and Saso Dzeroski Conference or Workshop Item Item not available online. (2005)
Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach T. Jung, L. Herrera and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2005)
Measuring statistical dependence with hilbert-schmidt norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Conference or Workshop Item (2005)
MixeR package for compositional data analysis - graphical display of three and four part (sub)compositions Matevž Bren and Vladimir Batagelj Conference or Workshop Item Item not available online. (2005)
MIXMOD: a Software for Model-Based Clustering and Classification with Continuous and Categorical Data Christophe Biernacki, Gilles Celeux, Gérard Govaert and Florent Lengrognet Conference or Workshop Item Item not available online. (2005)
Modeling anticipatory behavior with self-organizing neural networks Matti Pöllä and Timo Honkela Conference or Workshop Item Item not available online. (2005)
Modeling Bayesian Networks by Learning from Experts Wim Wiegerinck Conference or Workshop Item Item not available online. (2005)
Modeling scenes with local descriptors and latent aspects Pedro Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2005)
Multi Channel Sequence Processing Samy Bengio and Hervé Bourlard Conference or Workshop Item (2005)
New Approaches to Support Vector Ordinal Regression Wei Chu and S.S. Keerthi Conference or Workshop Item (2005)
Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning Xiaojin Zhu, Jaz Kandola, Zoubin Ghahramani and John Lafferty Conference or Workshop Item (2005)
On Accuracy/Robustness/Complexity Trade-Offs in Face Verification Conrad Sanderson, Fabien Cardinaux and Samy Bengio Conference or Workshop Item (2005)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (2005)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (2005)
onparametric Identification of Linearizations and Uncertainty using Gaussian Process Models - Application to Robust Wheel Slip Control J. Hansen, Roderick Murray-Smith and T. A. Johansen Conference or Workshop Item (2005)
Optimizing spatio-temporal filters for improving Brain-Computer Interfacing Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2005)
Pareto Optimal Sensing Strategies for an Active Vision System Marc Schoenauer, Enrique Dunn, Gustavo Olague and Evelyne Lutton Conference or Workshop Item Item not available online. (2005)
Parsimonious Latent Class Models Christophe Biernacki, Gilles Celeux and Gérard Govaert Conference or Workshop Item Item not available online. (2005)
Person spotting: video shot retrieval for face sets Josef Sivic, Mark Everingham and Andrew Zisserman Conference or Workshop Item (2005)
Phase Transitions within Grammatical Inference N Pernot, Antoine Cornuéjols and Michele Sebag Conference or Workshop Item (2005)
Preference learning with Gaussian processes Wei Chu and Zoubin Ghahramani Conference or Workshop Item (2005)
Private Itemset Support Counting Sven Laur, Helger Lipmaa and Taneli Mielikäinen Conference or Workshop Item (2005)
Proactive information retrieval by monitoring eye movements Samuel Kaski Conference or Workshop Item Item availablity restricted. (2005)
Protein function prediction via graph kernels Karsten Borgwardt, Cheng Soon Ong, Stefan Schonauer, S V N Vishwanathan, Alex Smola and Hans-Peter Kriegel Conference or Workshop Item (2005)
quasi-random mutations for Evolution Strategies Anne Auger, Mohamed Jebalia and Olivier Teytaud Conference or Workshop Item (2005)
Ranking and scoring using empirical risk minimization Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis Conference or Workshop Item Item not available online. (2005)
RASE: recognition of alternatively spliced exons in c. elegans Gunnar Raetsch, Sören Sonnenburg and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2005)
Résumé Automatiques de Textes avec un algorithme d'ordonnancement Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)
Rehabilitation Robot Cell for Multimodal Standing-Up Motion Augmentation R Kamnik, T bajd, John Williamson and Roderick Murray-Smith Conference or Workshop Item (2005)
Reseau Bayesien Aplati pour l'Inférence dans les HMM hiérarchiques factorisés et Apprentissage avec peu de données Sylvain Gelly, Nicolas Bredeche and Michele Sebag Conference or Workshop Item Item not available online. (2005)
Resource modeling and analysis of regional public health care data by means of knowledge technologies Nada Lavrac, Marko Bohanec, Aleksander Pur and Bojan Cestnik Conference or Workshop Item Item not available online. (2005)
Rule induction Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Rule meta-learning for trigram-based sequence processing Sander Canisius, Antal van den Bosch and Walter Daelemans Conference or Workshop Item Item not available online. (2005)
Semi-Supervised Adapted HMMs for Unusual Event Detection Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan Conference or Workshop Item (2005)
Semi-supervised Learning by Entropy Minimization Yves Grandvalet and Yoshua Bengio Conference or Workshop Item (2005)
Semi-supervised Learning by Entropy Minimization Yves Grandvalet and Yoshua Bengio Conference or Workshop Item (2005)
Semi-supervised Learning on Directed Graphs Dengyong Zhou, Bernhard Schölkopf and Thomas Hofmann Conference or Workshop Item (2005)
Semi-Supervised Meeting Event Recognition with Adapted HMMs Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan Conference or Workshop Item (2005)
Semiblind source separation of climate data detects El Nino as the component with the highest interannual variability. Aleksander Ilin, Harri Valpola and Erkki Oja Conference or Workshop Item Item not available online. (2005)
Short-Term Content Adaptation in Web-Based Learning Systems Michela Acquaviva, Marco Benini and Alberto Trombetta Conference or Workshop Item Item not available online. (2005)
Sinogram Denoising of Cryo-Electron Microscopy Images Taneli Mielikäinen and Janne Ravantti Conference or Workshop Item (2005)
Speeding up Learning with Dynamic Environment Shaping in Evolutionary Robotics Nicolas Bredeche and Louis Hugues Conference or Workshop Item Item not available online. (2005)
Statistical asymptotic and non-asymptotic consistency of bayesian networks : convergence to the right structure and consistent probability estimates Sylvain Gelly and Olivier Teytaud Conference or Workshop Item (2005)
Strategie adattive nei web-based learning systems: un approccio comparativo Michela Acquaviva and Marco Benini Conference or Workshop Item Item not available online. (2005)
Subgroup discovery techniques and applications Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Sufficient conditions for convergence of loopy belief propagation Joris Mooij and Bert Kappen Conference or Workshop Item (2005)
SVM and Pattern-Enriched Common Fate Graphs for the Game of Go Liva Ralaivola, Lin Wu and Pierre Baldi Conference or Workshop Item (2005)
Text classification with active learning Blaz Novak, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)
Text mining in action Dunja Mladenić Conference or Workshop Item Item not available online. (2005)
The Expected Performance Curve Samy Bengio, Johnny Mariéthoz and Mikaela Keller Conference or Workshop Item (2005)
The PASCAL Recognising Textual Entailment Challenge Ido Dagan, Oren Glickman and Bernardo Magnini Conference or Workshop Item (2005)
Theory of the computational function of microcircuit dynamics Wolfgang Maass and Henry Markram Conference or Workshop Item Item not available online. (2005)
Time Series Filtering, Smoothing and Learning using the Kernel Kalman Filter Liva Ralaivola and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (2005)
Tracking the best of many experts Andras Gyorgy, Tamas Linder and Gábor Lugosi Conference or Workshop Item Item not available online. (2005)
Two-way latent grouping model for user preference prediction Eerika Savia, Kai Puolamäki, Janne Sinkkonen and Samuel Kaski Conference or Workshop Item (2005)
U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models Jaemo Sung, Sung-Yang Bang, Seungjin Choi and Zoubin Ghahramani Conference or Workshop Item (2005)
Unsupervised variational Bayesian learning of nonlinear models Antti Honkela and Harri Valpola Conference or Workshop Item (2005)
User models from implicit feedback for proactive information retrieval Samuel Kaski, Petri Myllymäki and Ilpo Kojo Conference or Workshop Item Item not available online. (2005)
Using string kernels for classification of Slovenian Web documents Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (2005)
Validity estimates for loopy belief propagation on binary real-world networks Joris Mooij and Bert Kappen Conference or Workshop Item (2005)
Visualized atlas of a gene expression databank Jarkko Venna and Samuel Kaski Conference or Workshop Item Item not available online. (2005)
Web Based Probabilistic Textual Entailment Oren Glickman, Ido Dagan and Moshe Koppel Conference or Workshop Item (2005)
Web mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2005)

Monograph

Compression-based stemmatology: A study of the legend of St. Henry of Finland Teemu Roos, Tuomas Heikkilä, Rudi Cilibrasi and Petri Myllymäki Monograph (December 2005)
Local Features and Kernels For Classifcation of Texture and Object Categories: An In-Depth Study Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik and Cordelia Schmid Monograph (November 2005)
Neural Activity in Primary Motor Cortex: a System Level Physiological Model Ehud Trainin, Ron Meir and Amir Karniel Monograph (November 2005)
SPSA based Actor-Critic Algorithm by Using Deterministic Perturbation Sequences CVL Raju Monograph (29 October 2005)
Using a similarity measure for credible classification Martin Anthony, Ersoy Subasi, Mine Subasi and Peter Hammer Monograph Item not available online. (29 October 2005)
A convergence theorem for variational EM-like algorithms: application to image segmentation Florence Forbes and Gersende Fort Monograph Item not available online. (20 October 2005)
Kernel methods in genomics and computational biology Jean-Philippe Vert Monograph (17 October 2005)
A probabilistic framework for mismatch and profile string kernels A. Vinokourov, Craig Saunders and A. Soklakov Monograph Item availablity restricted. (October 2005)
Optimal experimental design and some related control problems Luc Pronzato Monograph Item not available online. (October 2005)
Random Surfers versus Random Seekers Wray Buntine Monograph Item availablity restricted. (02 September 2005)
A Novel Strategy for the 2005 Penn–Lehman Automated Trading Competition Rahul Savani and Ben Veal Monograph Item not available online. (September 2005)
ASYMPTOTIC NORMALITY OF NON-LINEAR LEAST SQUARES UNDER SINGULAR EXPERIMENTAL DESIGNS Andrej Pazman and Luc Pronzato Monograph (September 2005)
Semi-Supervised Model Selection Based on Cross-Validation Matti Kääriäinen Monograph (September 2005)
Some Discriminant-based PAC Algorithms Paul Goldberg Monograph (September 2005)
Adjusted Viterbi training for hidden Markov models Alexey Koloydenko and Jüri Lember Monograph (29 August 2005)
Ordinal Coding of Image Microstructure Alexey Koloydenko and Donald Geman Monograph (29 August 2005)
Multiclass Learning at One-Class Complexity Sandor Szedmak and John Shawe-Taylor Monograph (19 August 2005)
A note on the evidence and Bayesian Occam's razor Iain Murray and Zoubin Ghahramani Monograph (August 2005)
An Expectation Maximisation Algorithm for One-to-Many Record Linkage, Illustrated on the Problem of Matching Far Infra-Red Astronomical Sources to Optical Counterparts Amos Storkey, Christopher Williams, Emma Taylor and Robert G Mann Monograph Item not available online. (August 2005)
Consistency and convergence rates of one-class SVM and related algorithms Regis Vert and Jean-Philippe Vert Monograph (01 June 2005)
A Kernel Classifier for Distributions Alexei Pozdnoukov and Samy Bengio Monograph (June 2005)
Consistency of Kernel Canonical Correlation Analysis Kenji Fukumizu, Francis Bach and Arthur Gretton Monograph (June 2005)
Prior Support Vector Machines: minimum-bound vs. maximum-margin classifiers Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Monograph Item not available online. (23 May 2005)
Prior Support Vector Machines: minimum-bound vs. maximum-margin classifiers Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Monograph (23 May 2005)
Learning the Prior for the PAC-Bayes Bound Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Monograph Item availablity restricted. (15 May 2005)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Monograph (May 2005)
Computing the regret table for multinomial data Petri Kontkanen and Petri Myllymäki Monograph (12 April 2005)
On the loss version of the adversarial multi-armed bandit problem Chamy Allenberg and Peter Auer Monograph Item availablity restricted. (14 March 2005)
Inferring Relevance from Eye Movements: Feature Extraction Jarkko Salojärvi, Kai Puolamäki, Jaana Simola, Lauri Kovanen, Ilpo Kojo and Samuel Kaski Monograph (03 March 2005)
Expectation Correction for an augmented class of Switching Linear Gaussian Models David Barber Monograph (March 2005)
Properties of a binary similarity measure Ben Veal Monograph Item not available online. (March 2005)
Properties of a binary similarity measure Ben Veal Monograph (March 2005)
A learning rule for very simple universal approximators consisting of a single layer of perceptrons Peter Auer, Harald Burgsteiner and Wolfgang Maass Monograph Item availablity restricted. (18 February 2005)
Rademacher analysis of infimum classifiers Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Monograph Item availablity restricted. (03 February 2005)
On Generalization Error Bounds Using Unlabeled Data Matti Kääriäinen Monograph (01 February 2005)
Analysis of SVM regression bounds for variable ranking Alain Rakotomamonjy Monograph Item availablity restricted. (February 2005)
A Note on Bounded Query Learning Jorge Castro Monograph Item not available online. (2005)
A General Dimension for Query Learning José Balcázar, Jorge Castro, David Guijarro, Johannes Köbler and Wolfgang Lindner Monograph Item not available online. (2005)
A lattice-based method for structural analysis Gemma Casas-Garriga, José Balcázar and Pablo Díaz-López Monograph (2005)
Adaptive and statistical approaches in conceptual modeling Timo Honkela, Kevin Hynnä, Krista Lagus and Jaakko Särelä Monograph Item not available online. (2005)
Associative clustering (AC): Technical details Janne Sinkkonen, Samuel Kaski, Janne Nikkilä and Leo Lahti Monograph (2005)
Data mining Nada Lavrac Monograph Item not available online. (2005)
Infinite Latent Feature Models and the Indian Buffet Process Thomas Griffiths and Zoubin Ghahramani Monograph (2005)
Low Rank Updates for the Cholesky Decomposition matthias seeger Monograph Item not available online. (2005)
Multiple Kernel Logistic Regression matthias seeger Monograph Item not available online. (2005)
New media and knowledge management Nada Lavrac, Mitja Jermol, Tanja Urbancic and Dunja Mladenić Monograph Item not available online. (2005)
Nonparametric Bayesian Image Segmentation Peter Orbanz and Joachim Buhmann Monograph (2005)
On the Query Complexity of Quantum learners Jorge Castro Monograph (2005)
Semi-supervised learning with Gaussian fields Jakob Verbeek and Nikos Vlassis Monograph Item not available online. (2005)
Time-Sensitive Dirichlet Process Mixture Models Xioajin Zhu, Zoubin Ghahramani and John Lafferty Monograph (2005)
Using Fisher Kernels and Hidden Markov Models for the Identification of Famous Composers from their Sheet Music David Hardoon, Craig Saunders and John Shawe-Taylor Monograph Item availablity restricted. (2005)
Variational inference in Gaussian processes via probabilistic point assimilation Nathaniel King and Neil Lawrence Monograph (2005)

Other

Algorithmic Rate-Distortion Theory N.K. Vereshchagin and P.M.B. Vitanyi Other Item not available online. (29 November 2005)
An algorithmic and a geometric characterizatoin of coarsening at random. Richard Gill and Peter Grünwald Other (15 October 2005)
Combinations and mixtures of optimal policies in unichain MDPs are optimal Ronald Ortner Other Item not available online. (August 2005)
Hyperfeatures - Multilevel Local Coding for Visual Recognition Ankur Agarwal and William Triggs Other (August 2005)
Bayesian estimation for quantification by real-time Polymerase Chain Reaction Nadia Lalam and Christine Jacob Other Item not available online. (2005)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Other Item not available online. (2005)

Patent

Method to build balnced geological profiles by Evolutionary Algorithms Michel Léger, Vijay Pratap Singh and Marc Schoenauer Patent Item not available online. (05 September 2005)
Physiological Data Classification Iead Rezek, Stephen J. Roberts and Ellie Siva Patent Item not available online. (January 2005)

Thesis

Décodage conceptuel : co-articulation des processus de transcription et compréhension dans les systèmes de dialogue Christian Raymond Thesis Item not available online. (08 December 2005)
Performances of some learning algorithms: Kernel Projection Machine and kernel principal component analysis Laurent Zwald Thesis (November 2005)
Making Faces -- State Space Models applied to multi modal signal processing Tue Lehn-Schiøler Thesis Item not available online. (31 October 2005)
Monitoring non-linear and switching dynamical systems Onno Zoeter Thesis Item not available online. (06 October 2005)
Learning and Inference in Phrase Recognition: A Filtering-Ranking Architecture Using Perceptron Xavier Carreras Thesis (October 2005)
Boosting and Noisy Data - Outlier Detection and Removal Thomas Jaksch Thesis Item not available online. (20 June 2005)
Primal-Dual Kernel Machines Kristiaan Pelckmans Thesis (31 May 2005)
Information incomplète et regret interne en prédiction de suites individuelles -- Incomplete Information and Internal Regret in Prediction of Individual Sequences Gilles Stoltz Thesis (27 May 2005)
Advances in Variational Bayesian Nonlinear Blind Source Separation Antti Honkela Thesis (April 2005)
Kernels: Regularization and optimization Cheng Soon Ong Thesis (April 2005)
Summarization Techniques for Pattern Collections in Data Mining Taneli Mielikäinen Thesis (April 2005)
Machine Learning Methods for Brain-Computer Interfaces Thomas Navin Lal Thesis Item availablity restricted. (2005)
Object recognition using geometric properties Martin Antenreiter Thesis Item not available online. (2005)

This list was generated on Sat Sep 20 19:24:03 BST 2014.