PASCAL - Year: 2004

Testing conditional independence for continuous random variables Wicher Bergsma Article (01 December 2004)

Canonical Correlation Analysis: An Overview with Application to Learning Methods David Hardoon, Sandor Szedmak and John Shawe-Taylor Article Item not available online. (December 2004)

Kolmogorov's structure function and model selection N.K. Vereshchagin and P.M.B. Vitanyi Article (December 2004)

Model selection for Gaussian regression with random design Lucien Birgé Article Item not available online. (December 2004)

The similarity metric M. Li, X. Chen, X. Li, B. Ma and P.M.B. Vitanyi Article (December 2004)

Blind Identification of Overcomplete Mixture of Sources (BIOME) Laurent Albera, Anne Ferreol, Pierre Comon and Pascal Chevalier Article Item not available online. (30 November 2004)

Learning to order terms: supervised interestingness measures in terminology extraction Jérome Azé, Mathieu Roche, Yves Kodratoff and Michele Sebag Article Item not available online. (30 November 2004)

Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection (JML) Koji Tsuda, Gunnar Rätsch and Manfred Warmuth Article Item availablity restricted. (30 November 2004)

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling Fabrice Rossi, Amaury Lendasse, Damien Francois, Vincent Wertz and Michel Verleysen Article Item availablity restricted. (30 November 2004)

Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model Bo Wang and Mike Titterington Article (22 November 2004)

Redundancy of the Context-tree Weighting Method on Renewal and Markov Renewal Processes Aurélien Garivier Article (19 November 2004)

Discriminative Clustering Samuel Kaski, Janne Sinkkonen and Arto Klami Article Item availablity restricted. (18 November 2004)

A Theory of Lossy Compression for Individual Data Nikolai K. Vereshchagin and Paul M.B. Vitanyi Article Item not available online. (07 November 2004)

A general framework for learning rules from data Bruno Apolloni, Dario Malchiodi, Christos Orovas, Giorgio Palmas and John G. Taylor Article Item not available online. (November 2004)

Attentional Modulation of Auditory Event-Related Potentials in a Brain-Computer Interface N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (November 2004)

Enhancing genetic feature selection through restricted search and Walsh analysis Sancho Salcedo-Sanz, Gustavo Camps-Valls, Fernando Perez-Cruz, Maria Jose Sepulveda-Sanchis and Carlos Bousono-Calzon Article Item not available online. (November 2004)

Feature Selection Methods involving Support Vector Machines for Prediction of Insolvency in Non-life Insurance Companies Sancho Salcedo, Mario de Prado, Maria Jesus Segovia, Fernando Perez-Cruz and Carlos Bousño Article Item not available online. (November 2004)

Neural adaptive stereo matching Ignazio Gallo, Elisabetta Binaghi and Mario Raspanti Article (November 2004)

Tree representation and efficient search for melody recognition David Rizo, Francisco Moreno-Seco, José Manuel Iñesta and Luisa Mico Article Item availablity restricted. (29 October 2004)

Some Approaches to Improve Tree Based Nearest Neighbour Search Algorithms Eva Gómez-Ballester, Luisa Micó and Jose Oncina Article (28 October 2004)

Object class recognition using discriminative local features Gyorgy Dorko and Cordelia Schmid Article Item not available online. (25 October 2004)

Parsing with probabilistic strictly locally testable tree languages José Luis Verdú-Mas, Rafael C. Carrasco and Jorge Calera-Rubio Article (18 October 2004)

A rule based approach to word lemmatization Joel Plisson, Nada Lavrac and Dunja Mladenić Article (October 2004)

Adaptivity of support vector machines with l1 penalty S.A. van de Geer and B. Tarigan Article Item not available online. (October 2004)

Some Properties of Regularized Kernel Methods ernesto de vito, lorenzo rosasco, andrea caponnetto, michele piana and alessandro verri Article (October 2004)

Exact and approximate balanced data gathering in energy-constrained sensor networks Patrik Floréen, Petteri Kaski, Jukka Kohonen and Pekka Orponen Article Item availablity restricted. (30 September 2004)

Inner product spaces for Bayesian networks Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt and Hans Ulrich Simon Article Item availablity restricted. (17 September 2004)

On the difference between updating the mixing matrix and updating the separation matrix Jan Larsen, Ulrik Kjems and Michael Pedersen Article Item availablity restricted. (17 September 2004)

Invariances in kernel methods: from samples to objects Alexei Pozdnoukov and Samy Bengio Article (09 September 2004)

Shannon Information and Kolmogorov Complexity Peter Grünwald and Paul Vitányi Article (09 September 2004)

On applications of marginal models for categorical data Tamas Rudas and Wicher Bergsma Article (01 September 2004)

A Neural Adaptive Model for feature selection and hyperspectral data classification Ignazio Gallo, Elisabetta Binaghi and Mirco Boschetti Article (September 2004)

Discretization Error Analysis for Tikhonov Regularization in Learning Theory Ernesto De Vito, Andrea Caponetto and Lorenzo Rosasco Article (September 2004)

Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms Olga Roudenko and Marc Schoenauer Article Item not available online. (September 2004)

Facial expression recognition and synthesis based on an appearance model Bouchra Abboud, Franck Davoine and Mô Dang Article Item not available online. (September 2004)

Improving Single Modal and Multimodal Biometric Authentication Using F-ratio Client-Dependent Normalisation Norman Poh and Samy Bengio Article (September 2004)

Machine Learning Techniques for Brain-Computer Interfaces Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article (September 2004)

No Unbiased Estimator of the Variance of K-Fold Cross-Validation Yoshua Bengio and Yves Grandvalet Article (September 2004)

Regret minimization under partial monitoring Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (September 2004)

Selective Rademacher penalization and reduced error pruning of decision trees Matti Kääriäinen, Tuomo Malinen and Tapio Elomaa Article (September 2004)

The Berlin Brain-Computer Interface for Rapid Response Matthias Krauledat, Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (September 2004)

Feature Vector Quality and Distributional Similarity Maayan Geffet and Ido Dagan Article (22 August 2004)

Feature Vector Quality and Distributional Similarity Maayan Geffet and Ido Dagan Article Item not available online. (22 August 2004)

Improving Cox survival analysis with a neural-Bayesian approach Bart Bakker, Tom Heskes, Jan Neijt and Bert Kappen Article Item not available online. (04 August 2004)

A shallow description framework for music style recognition Pedro J. Ponce de León, Carlos Pérez-Sancho and José Manuel Iñesta Article (August 2004)

SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems Matilde Fernandez-Sanchez, Mario Prado-Cumplido, Jeronimo Arenas-Garcia and Fernando Perez-Cruz Article Item not available online. (August 2004)

A Pattern Recognition Approach for Music Style Identification Using Shallow Statistical Descriptors Pedro J. Ponce de León and José Iñesta Article Item availablity restricted. (23 July 2004)

Statistical Strategies for Pruning All the Uninteresting Association Rules Gemma Casas-Garriga Article (01 July 2004)

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation Andreas Ziehe, Guido Nolte, Pavel Laskov and Klaus-Robert Müller Article (July 2004)

A General Convergence Theorem for the Decomposition Method Nikolas List and Hans Simon Article (July 2004)

Bayesian Networks and Inner Product Spaces Atsuyoshi Nakamura, Michael Schmitt, Niels Schmitt and Hans Simon Article (July 2004)

BioGrapher: Biography Questions as a Restricted Domain Question Answering Task Oren Tsur, Maarten de Rijke and Khalil Sima'an Article (July 2004)

Feature Discovery in Non-Metric Pairwise Data Julian Laub and Klaus-Robert Müller Article (July 2004)

Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines Pavel Laskov, Christin Schaefer and Igor Kotenko Article Item not available online. (July 2004)

Leveraging the Margin More Carefully Nir Krause and Yoram Singer Article (July 2004)

Minimum-Entropy Estimation in Semi-Parametric Models Eric Wolsztynski, Eric Thierry and Luc Pronzato Article Item availablity restricted. (July 2004)

Mining Functional Modules in Genetic Networks with Decomposable Graphical Models Mathaeus Dejori, Anton Schwaighofer, Volker Tresp and Martin Stetter Article Item availablity restricted. (July 2004)

Semi-Supervised Learning of Hierarchical Latent Trait Models for Data Visualisation Ian Nabney, Y Sun, P Tino and A Kaban Article Item not available online. (July 2004)

The Minimumum-Information Principle for Discriminative Learning Amir Globerson and Naftali Tishby Article (July 2004)

An Auditory Paradigm for Brain--Computer Interfaces N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (04 June 2004)

Efficient Computation of Gapped Substring Kernels on Large Alphabets Juho Rousu and John Shawe-Taylor Article Item availablity restricted. (02 June 2004)

On the Effectiveness of Margin-Maximization for Learning Binary Functions Joel Ratsaby Article (01 June 2004)

Advantages of Unbiased Support Vector Classifiers for Data Mining Applications Angel Navia, Fernando Perez-Cruz, Antonio Artes and Anibal Figueiras Article Item not available online. (June 2004)

Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (June 2004)

Brain-computer communication with slow cortical potentials: Methodology and critical aspects. Thilo Hinterberger, Stefan Schmidt, Nicola Neumann, Jürgen Mellinger, Benjamin Blankertz, Gabriel Curio and Niels Birbaumer Article Item not available online. (June 2004)

Distance-based classification with Lipschitz functions Ulrike Von Luxburg and Olivier Bousquet Article (June 2004)

Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG José del R Millán, Frédéric Renkens, Josep Mouriño and Wulfram Gerstner Article (June 2004)

Probabilistic Modeling of Sensorimotor mu-Rhythms for Classification of Imaginary Hand Movements Steven Lemm, Christin Schaefer and Gabriel Curio Article Item not available online. (June 2004)

Support Vector Channel Selection in BCI Thomas Navin Lal, M. Schroeder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer and Bernhard Schölkopf Article (June 2004)

The BCI Competition 2003: Progress and Perspectives in Detection and Discrimination of EEG Single Trials Benjamin Blankertz, Klaus-Robert Müller, Gabriel Curio, Theresa M. Vaughan, Gerwin Schalk, Jonathan R. Wolpaw, Alois Schlögl, Christa Neuper, Gert Pfurtscheller, Thilo Hinterberger, Michael Schröder and Niels Birbaumer Article (June 2004)

Une boîte à outils rapide et simple pour les SVM Gaëlle Loosli, Stéphane Canu, S V N Vishwanathan, Alex Smola and Manojit Chattopadhyay Article (June 2004)

Identifying Left-Right Deterministic Linear Languages Jorge Calera-Rubio and Jose Oncina Article (31 May 2004)

Learning Probabilistic Finite Automata Colin de la Higuera and Jose Oncina Article (31 May 2004)

Partitioning points by parallel planes Martin Anthony Article Item not available online. (06 May 2004)

Learning Context-Free Languages Colin de la Higuera and Jose Oncina Article Item availablity restricted. (01 May 2004)

Appearance Based Qualitative Image Description for Object Class Recognition J Thuresson and Stefan Carlsson Article (May 2004)

Automatic Alphabet Recognition Maayan Geffet, Yair Wiseman and Dror G. Feitelson Article (May 2004)

AUTOMATIC LEARNING OF INTERPRETATION STRATEGIES FOR SPOKEN DIALOGUE SYSTEMS Cristian Raymond, Fréderic Béchet, Renato De Mori, Geraldine Damnati and Yannick Esteve Article Item not available online. (May 2004)

Brain-Actuated Interaction José del R Millán, Frédéric Renkens, Josep Mouriño and Wulfram Gerstner Article (May 2004)

Fast Theta-Subsumption with Constraint Satisfaction Algorithms Jérôme Maloberti and Michele Sebag Article (May 2004)

Kernel Methods and Their Potential Use in Signal Processing Fernando Perez-Cruz and Olivier Bousquet Article Item not available online. (May 2004)

Monocular 3D Reconstruction of Human Motion in Long Action Sequences Gareth Loy, Josephine Sullivan and Stefan Carlsson Article (May 2004)

PAC-learnability of Probabilistic Deterministic Finite State Automata Alexander Clark and Franck Thollard Article (May 2004)

Semi-blind Source Separation Using Head-Related Transfer Functions Michael Pedersen, Lars Kai Hansen, Ulrik Kjems and Karsten Bo Rasmussen Article (May 2004)

Protein ranking: from local to global structure in the protein similarity network Jason Weston, Andre Elisseeff, Dengyong Zhou, Christina S. Leslie and William Stafford Noble Article Item not available online. (27 April 2004)

Feature Instability as a Criterion for Selecting Potential Style Markers Moshe Koppel, Navot Akiva and Ido Dagan Article (22 April 2004)

A Stochastic Model for XML Information Retrieval: Searching and Learning with the INEX collection Benjamin Piwowarski and Patrick Gallinari Article Item not available online. (19 April 2004)

The statistical strength of nonlocality proofs Wim Van Dam, Richard Gill and Peter Grünwald Article (01 April 2004)

A compression approach to support vector model selection Ulrike Von Luxburg, Olivier Bousquet and Bernhard Schölkopf Article (April 2004)

A Steady Performance Stopping Criterion for Pareto-based Evolutionary Algorithms Olga Roudenko and Marc Schoenauer Article (April 2004)

A Tutorial on Support Vector Regression Alex Smola and Bernhard Schoelkopf Article (April 2004)

Comments on LARS Jean-Michel Loubes and Pascal Massart Article Item not available online. (April 2004)

Contrasts, Independent Component Analysis, and Blind Deconvolution Pierre Comon Article Item availablity restricted. (April 2004)

Extraction de "pépites" de connaissance dans les données : une nouvelle approche et une étude de la sensibilité au bruit Jérome Azé and Yves Kodratoff Article Item not available online. (April 2004)

Indice Probabiliste Discriminant de vraisemblance du lien pour des Données Volumineuses Israel-César Lerman and Jérome Azé Article Item not available online. (April 2004)

Learning correlated equilibria in games with compact sets of strategies Gilles Stoltz and Gábor Lugosi Article (April 2004)

Model selection by bootstrap penalization for classification Magalie Fromont Article Item availablity restricted. (April 2004)

On data classification by iterative linear partitioning Martin Anthony Article Item not available online. (April 2004)

Some dichotomy theorems for neural learning problems Michael Schmitt Article (29 March 2004)

Adaptive minimax estimation of a fractional derivative Farida Enikeeva Article (24 March 2004)

Complexity analysis of a semi-infinite optimization problem in interval arithmetic Klaus Meer Article (01 March 2004)

Granular Synthesis for Display of Time-Varying Probability Densities John Williamson and Roderick Murray-Smith Article Item availablity restricted. (March 2004)

Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces M. Schroeder, Thomas Navin Lal, T. Hinterberger, M. Bogdan, N.J. Hill, N. Birbaumer, W. Rosenstiel and Bernhard Schölkopf Article Item not available online. (10 February 2004)

Transparent long proofs: A first PCP theorem for $\mbox{NP}_{\R}$ Klaus Meer Article (10 February 2004)

Maximal margin classification for metric spaces Matthias Hein, Olivier Bousquet and Bernhard Schölkopf Article Item availablity restricted. (09 February 2004)

Generalization by threshold decision lists Martin Anthony Article (February 2004)

Generalization error bounds for threshold decision lists Martin Anthony Article (February 2004)

On the power of Boolean computations in generalized RBF neural networks Frauke Friedrichs and Michael Schmitt Article (19 January 2004)

Biological detection of low radiation by combining results of two analysis methods Géraldine Mercier, N. Berthault, Jérémie Mary, J. Peyre, Anestis Antoniadis, Jean-Paul Comet, Antoine Cornuéjols, Christine Froidevaux and Marie Dutreix Article Item not available online. (January 2004)

How many missing answers can be tolerated by query learners ? Hans Simon Article Item availablity restricted. (January 2004)

Probabilistic memory based collaborative filtering: Learning individual and social preferences Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu and Hans-Peter Kriegel Article (January 2004)

Smooth $\eps$-Insensitive Regression by Loss ymmetrization Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Article (January 2004)

(Smart) Look-Ahead Arc Consistency and the Pursuit of CSP Tractability. Hubert Ming Chen and Victor Dalmau Article Item not available online. (2004)

2-local 5/4-competitive algorithm for multicoloring triangle-free hexagonal graphs. Janez Žerovnik and Petra Šparl Article Item not available online. (2004)

A Coalgebraic Approach to Kleene Algebra with Tests Hubert Ming Chen and Riccardo Pucella Article Item not available online. (2004)

A model for the interaction of oscillations and pattern generation with real-time computing in generic neural microcircuit models Alexander Kaske and Wolfgang Maass Article (2004)

A one degree of freedom haptic system to investigate issues in human perception with particular application to probing tissue Alex Zivanovic, Brian Davies and Edward Dribble Article Item not available online. (2004)

A tutorial on support vector regression Alex Smola and Bernhard Schölkopf Article (2004)

Algorithmic clustering of music Rudi Cilibrasi, Paul M.B. Vitanyi and Ronald de Wolf Article Item not available online. (2004)

Algorithmic clustering of music based on string compression R. Cilibrasirc, P.M.B. Vitanyi and R. de Wolf Article (2004)

An alternative competing risk model to the Weibull distribution Gilles Celeux, Nicholas Bousquet and H. Bertholon Article Item not available online. (2004)

Analyse de visages et d’expressions faciales par modèle actif d’apparence Franck Davoine, Bouchra Abboud and Mô Dang Article Item not available online. (2004)

Ants and graph coloring John Shawe-Taylor and Janez Žerovnik Article (2004)

Application de l'apprentissage par renforcement a la gestion du risque Olivier Teytaud Article (2004)

Approximate joint diagonalization using a natural-gradient approach Arie Yeredor, Andreas Ziehe and Klaus-Robert Müller Article (2004)

Asymptotic distribution and power of the likelihood ratio test for mixtures: bounded and unbounded case. Elisabeth Gassiat, Jean-Marc Azais and Cecile Mercadier Article (2004)

Asymptotic Properties of the Fisher Kernel K Tsuda, S Akaho, M Kawanabe and Klaus-Robert Müller Article Item not available online. (2004)

Bagging Equalizes Influence Yves Grandvalet Article (2004)

Bayes and Tukey meet at the Center Point Ran Gilad-Bachrach, Amir Navot and Naftali Tishby Article (2004)

Bayesian Analysis of the Scatterometer Wind Retrieval inverse Problem: Some new Approaches Dan Cornford, Lehel Csato, David J Evans and Manfred Opper Article Item not available online. (2004)

Bayesian Classification of Single-Trial Event-Related Potentials in EEG Jens Kohlmorgen and Benjamin Blankertz Article (2004)

Bayesian Network Model for Semi Structured Document Classification Ludovic Denoyer and Patrick Gallinari Article Item availablity restricted. (2004)

BCI competition 2003 -- data set IIa: Spatial patterns of self-controlled brain rhythm modulations Gilles Blanchard and Benjamin Blankertz Article (2004)

Blind Source Separation Techniques for Decomposing Evoked Brain Signals Klaus-Robert Müller, Ricardo Vigario, Frank Meinecke and Andreas Ziehe Article (2004)

Can We Learn to Beat the Best Stock Allan Borodin, Ran El-Yaniv and Vincent Gogan Article (2004)

Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (2004)

Clustering by compression Rudi Cilibrasi and Paul M.B. Vitanyi Article (2004)

Coding and learning of behavioral sequences Ofer Melamed, Wulfram Gerstner, Wolfgang Maass, Misha Tsodyks and Henry Markram Article Item not available online. (2004)

Collapsibility and Consistency in Quantified Constraint Satisfaction. Hubert Ming Chen Article Item not available online. (2004)

Controle du risque multiple en selection de regles d'association E. Prudhomme, S. Lallich and Olivier Teytaud Article (2004)

Different paradigms for choosing sequential reweighting algorithms Gilles Blanchard Article Item availablity restricted. (2004)

Discussion to least angle regression Pascal Massart and Jean-Michel Loubes Article Item not available online. (2004)

Discussion to Least Angle Regression Jean-Michel Loubes and Pascal Massart Article Item not available online. (2004)

Dynamics of information and emergent computation in generic neural microcircuit models Thomas Natschläger and Wolfgang Maass Article (2004)

Electric Consumption Curves Analysis by Hidden Markov Chains J.B Durand, L. Bozzi, Gilles Celeux and C. Dequernne Article Item not available online. (2004)

Ensuring the Usability of a Knee Arthroscopy Simulator Louise Moody, John Arthur, Alex Zivanovic and Edward Dribble Article Item not available online. (2004)

Evaluation et validation des règles d'association Stephane Lallich and Olivier Teytaud Article (2004)

Expectation Consistent Approximate Inference Manfred Opper and Ole Winther Article Item not available online. (2004)

Experiments with a randomized algorithm for a frequency assignement problem. Janez Žerovnik Article Item not available online. (2004)

Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms Philip Derbeko, Ran El-Yaniv and Ron Meir Article (2004)

Finding a cheapest cycle in a quasi-transitive digraph with real-valued vertex costs J. Bang-Jensen, G. Gutin and A. Yeo Article (2004)

Game theory, maximum entropy, minimum discrepancy, and robust Bayesian decision theory Peter Grünwald and A Philip Dawid Article (2004)

Generalized Blockmodeling of Two-mode Network Data. Vladimir Batagelj, Patrick Doreian and Anuška Ferligoj Article Item not available online. (2004)

Gradient-Based Manipulation of Nonparametric Entropy Estimates Nicol N. Schraudolph Article Item availablity restricted. (2004)

Graph Laplacians, nodal domains, and hyperplane arrangements. Tomaž Pisanski, Türker BIYIKOGLU, Wim HORDIJK, Josef LEYDOLD and Peter STADLER Article Item not available online. (2004)

Hamilton Cycles in Digraphs of Unitary Matrices G. Gutin, A. Rafiey, S. Severini and A. Yeo Article (2004)

How to better use expert advice Rani Yaroshinsky, Ran El-Yaniv and Steven S. Seiden Article (2004)

Improved learning of Riemannian metrics for exploratory analysis Jaakko Peltonen, Arto Klami and Samuel Kaski Article Item not available online. (2004)

Induction of comprehensible models for gene expression datasets by subgroup discovery methodology Dragan Gamberger, Nada Lavrac, Filip Zelezni and Jakub Tolar Article Item not available online. (2004)

Injecting noise for analysing the stability of ICA components Stefan Harmeling, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2004)

Insect-inspired estimation of egomotion Matthias Franz, J. S. Chahl and H. G. Krapp Article Item not available online. (2004)

Introduction : lessons learned from data mining applications and collaborative problem solving. Nada Lavrac, Hiroshi Motoda, Tom Fawcett, Rob Holte, Pat Langley and Pieter Adriaans Article Item not available online. (2004)

Learnability of Relatively Quantified Generalized Formulas. Andrei Bulatov, Hubert Ming Chen and Victor Dalmau Article Item not available online. (2004)