PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2004

Article

Signal segmentation and denoising algorithm based on energy optimisation Sasan Mahmoodi and Bayan Sharif Article Item not available online. (10 December 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)
Longer fixation duration while viewing face images Kun Guo, Sasan Mahmoodi, Robert Robertson and Malcolm Young Article Item not available online. (22 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)
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)
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)
Centre-surround interactions in response to natural scene stimulation in the primary visual cortex Kun Guo, Robert Robertson, Sasan Mahmoodi and Malcolm Young Article Item not available online. (22 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)
Noise reduction, smoothing and time interval segmentation of noisy signals using an energy optimisation method Sasan Mahmoodi and Bayan Sharif Article Item not available online. (21 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)
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)
Learning switching dynamic models for objects tracking Gilles Celeux, J. Nascimento and J. Marques Article Item not available online. (2004)
LearningPinocchio: Adaptive Information Extraction for Real World Applications Fabio Ciravegna and Alberto Lavelli Article (2004)
Looking Algebraically at Tractable Quantified Boolean Formulas. Hubert Ming Chen and Victor Dalmau Article Item not available online. (2004)
Margin Based Feature Selection: Theory and Algorithms Ran Gilad-Bachrach, Amir Navot and Naftali Tishby Article (2004)
Minimal penalties for Gaussian model selection. Pascal Massart and L Birge Article Item not available online. (2004)
Mixture of linear mixed models Application to repeated data clustering Gilles Celeux, O. Martin and C. Lavergne Article Item not available online. (2004)
Modelling Spikes with Mixtures of Factor Analysers Dilan Gorur, Carl Edward Rasmussen, Andreas S. Tolias, Fabian Sinz and Nikos K. Logothetis Article (2004)
Moment inequalities for functions of independent random variables Pascal Massart, Stephane Boucheron and Gabor LOGOSI Article Item not available online. (2004)
Movement generation with circuits of spiking neurons Prashant Joshi and Wolfgang Maass Article Item not available online. (2004)
Musical Style Classification from Symbolic Data: A Two-Styles Case Study Pedro J. Ponce de León and José Manuel Iñesta Article (2004)
n the Complexity of Good Samples for Learning Joel Ratsaby Article Item availablity restricted. (2004)
Non-linear prediction of Quantitative Structure-Activity Relationships P tino, Ian Nabney, BS Williams and J Loesel Article Item not available online. (2004)
Novel Force Resolver Designs for a Haptic Surgery Simulator Alex Zivanovic, Edward Dribble, Brian Davies, Louise Moody and Alan Waterworth Article Item not available online. (2004)
On prediction using variable order Markov models Ron Begleiter, Ran El-Yaniv and Golan Yona Article (2004)
On the capabilities of higher-order neurons: a radial basis function approach Michael Schmitt Article (2004)
On the computational power of recurrent circuits of spiking neurons Wolfgang Maass and Henry Markram Article (2004)
On the Eigenspectrum of the Gram Matrix and the Generalisation Error of Kernel PCA John Shawe-Taylor, Christopher Williams, Nello Cristianini and Jaz Kandola Article (2004)
On the sample complexity of learning for networks of spiking neurons with nonlinear synaptic interactions Michael Schmitt Article Item availablity restricted. (2004)
Online Adaptive Policies for Ensemble Classifiers Christos Dimitrakakis and Samy Bengio Article (2004)
Online Choice of Active Learning Algorithms Yoram Baram, Ran El-Yaniv and Kobi Luz Article (2004)
Online learning with kernels Jyrki Kivinen, Alex Smola and Bob Williamson Article (2004)
Online learning with kernels Jyrki Kivinen, Alex Smola and Bob Williamson Article (2004)
Optimal Spike-Timing Dependent Plasticity for Precise Action Potential Firing in Supervised Leraning Jean-Pascal Pfister, Taro Toyoizumi, David Barber and Wulfram Gerstner Article (2004)
Optimization, Games, and Quantified Constraint Satisfaction. Hubert Ming Chen and Martin Pal Article Item not available online. (2004)
Quantified Constraint Satisfaction and 2-Semilattice Polymorphisms. Hubert Ming Chen Article Item not available online. (2004)
Quantified Constraint Satisfaction and Bounded Treewidth. Hubert Ming Chen Article Item not available online. (2004)
Statistical performance of support vector machines Pascal Massart, Gilles Blanchard and Olivier Bousquet Article Item not available online. (2004)
Subgroup discovery with CN2-SD Nada Lavrac, Branko Kavsek, Peter Flach and Ljupco Todorovski Article Item not available online. (2004)
Symmetry Breaking in Population-Based Optimization Adam Prügel-Bennett Article (2004)
The evolving tree - a novel self-organizing network for data analysis Jussi Pakkanen, Jukka Iivarinen and Erkki Oja Article Item not available online. (2004)
The Expressive Rate of Constraints. Hubert Ming Chen Article Item not available online. (2004)
The Kernel recursive least squares algorithm Yaakov Engel, Shie Mannor and Ron Meir Article Item not available online. (2004)
The obnoxious center problem on weighted cactus graphs. Janez Žerovnik and Blaž Zmazek Article Item not available online. (2004)
The Similarity metric Ming Li, Xin Chen, Xin Li, Bin Ma and Paul M.B. Vitanyi Article (2004)
The University of Amsterdam at the TREC 2003 Question Answering Track V. Jijkoun, G. Mishne, C. Monz, M. de Rijke, S. Schlobach and Oren Tsur Article (2004)
Theory of classification: some recent advances Olivier Bousquet, Stephane Boucheron and Gábor Lugosi Article Item not available online. (2004)
Trading variance reduction with unbiasedness - the regularized subspace information criterion for robust model selection in kernel regression Masashi Sugiyama, Motoaki Kawanabe and Klaus-Robert Müller Article Item not available online. (2004)
Training HMM Structure with Genetic Algorithm for Biological Sequence Analysis Kyoung-Jae Won, Adam Prügel-Bennett and Anders Krogh Article (2004)
Un modèle de mixture de Modèles génératifs pour les Documents Structurés Multimedia Ludovic Denoyer and Patrick Gallinari Article Item availablity restricted. (2004)
Unsupervised and Supervised Exploitation of Semantic Domains in Lexical Disambiguation Alfio Gliozzo, Carlo Strapparava and Ido Dagan Article Item availablity restricted. (2004)
When A Genetic Algorithm Outperforms Hill-Climbing Adam Prügel-Bennett Article (2004)
xxx Xxx Trrr Article Item not available online. (2004)
Zur Beurteilung des Fraud-Risikos im Rahmen der Abschlussprüfung S Knabe, Sebastian Mika, Klaus-Robert Müller, Gunnar Rätsch and W Schruff Article Item not available online. (2004)

Book

Improving Probabilistic Automata Learning with Additional Knowledge Christopher Kermorvant, Colin de la Higuera and Pierre Dupont Book Item availablity restricted. (August 2004)
Optimization Theory Hubertus Th. Jongen, Klaus Meer and Eberhard Triesch Book (June 2004)
Machine Learning Journal, Special Issue on Inductive Logic Programming and Relational Learning Book Item not available online. (May 2004)
Revue des Nouvelles Technologies de l'Information (RNTI-2), numéro spécial "Mesures de qualité pour la fouille de données" Book Item not available online. (April 2004)
Advances in Neural Information Processing Systems 16 S. Thrun, L.K. Saul and Bernhard Schölkopf Book Item not available online. (2004)
Kernel Methods in Computational Biology Bernhard Schölkopf, K. Tsuda and J.P. Vert Book Item not available online. (2004)
Pattern Recognition Book Item not available online. (2004)

Book Section

Embedded Methods Thomas Navin Lal, Olivier Chapelle, J. Weston and A Elisseeff Book Section Item not available online. (20 November 2004)
Mapping Documents onto Web Page Ontology Dunja Mladenić and Marko Grobelnik Book Section (November 2004)
Statistical description models for melody analysis and characterization Pedro J. Ponce de León and José Manuel Iñesta Book Section (November 2004)
Combining a Filter Method with SVMs Thomas Navin Lal, Olivier Chapelle and Bernhard Schölkopf Book Section Item not available online. (October 2004)
Fast kernels for string and tree matching Vishy Vishwanathan and Alex Smola Book Section (October 2004)
A Roadmap for Web Mining: From Web to Semantic Web Bettina Berendt, Andreas Hotho, Dunja Mladenić, Myra Spiliopoulou and Gerd Stumme Book Section (September 2004)
Analysis of Some Methods for Reduced Rank Gaussian Process Regression Joaquin Quinonero Candela and Carl Edward Rasmussen Book Section (15 April 2004)
Pattern recognition algorithms for polyphonic music transcription Antonio Pertusa and José Manuel Iñesta Book Section Item not available online. (April 2004)
Movement generation and control with generic neural microcircuits Prashant Joshi and Wolfgang Maass Book Section Item not available online. (January 2004)
A Constrained version of Sauer's Lemma Joel Ratsaby Book Section Item availablity restricted. (2004)
A Primer on Kernel Methods J.P. Vert, K. Tsuda and Bernhard Schölkopf Book Section (2004)
A Semi-automatic System for Tagging Specialized Corpora Ahmed Amrani, Yves Kodratoff and Oriane Matte-Tailliez Book Section Item not available online. (2004)
Accurate Splice Site Detection for Caenorhabditis elegans Gunnar Raetsch and Sören Sonnenburg Book Section Item not available online. (2004)
Acquiring Lexical Paraphrases from a Single Corpus Oren Glickman and Ido Dagan Book Section (2004)
Algorithmic statistics and Kolmogorov's Structure Functions Paul M.B. Vitanyi Book Section (2004)
Approximate Inference in Probabilistic Models Manfred Opper and Ole Winther Book Section Item not available online. (2004)
Concentration inequalities Stephane Boucheron, Olivier Bousquet and Gábor Lugosi Book Section Item not available online. (2004)
Dynamic Primitives for Gestural Interaction Steven Strachan, Roderick Murray-Smith, Ian Oakley and Jussi Ängeslevä Book Section (2004)
Fast kernels for string and tree matching S V N Vishwanathan and Alex Smola Book Section (2004)
Parallel decomposition approaches for training support vector machines Thomas Serafini, Gaetano Zanghirati and Luca Zanni Book Section (2004)
Probabilistic Methods for Location Estimation in Wireless Networks Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig Book Section (2004)
Speech transcription and spoken document retrieval in Finnish Mikko Kurimo, Ville Turunen and Inger Ekman Book Section Item not available online. (2004)
Statistical Learning Theory Olivier Bousquet, Stephane Boucheron and Gábor Lugosi Book Section Item not available online. (2004)
Support vector machines Sebastian Mika, Christin Schaefer, Pavel Laskov, D Tax and Klaus-Robert Müller Book Section Item not available online. (2004)
Unsupervised Learning Zoubin Ghahramani Book Section (2004)
Utilisation d’une méthode d’estimation d’attributs pour l’analyse du transcriptome de cellules de levures exposées à de faibles doses de radiation Jérémie Mary, Géraldine Mercier, Jean-Paul Comet, Antoine Cornuéjols, Christine Froidevaux and Marie Dutreix Book Section Item not available online. (2004)

Conference or Workshop Item

Neighbourhood components analysis Jacob Goldberger, Sam Roweis, Geoff Hinton and Ruslan Salakhutdinov Conference or Workshop Item (21 December 2004)
Using Unlabeled Data in Generalization Error Bounds Matti Kääriäinen Conference or Workshop Item Item not available online. (18 December 2004)
From the texts to the concepts they contain: a chain of linguistic treatments Ahmed Amrani, Jérome Azé, Thomas Heitz, Yves Kodratoff and Mathieu Roche Conference or Workshop Item Item not available online. (15 December 2004)
Hierarchical clustering of a mixture model Jacob Goldberger and Sam Roweis Conference or Workshop Item (10 December 2004)
Orthogonal ICA Representation of Images Zhong Jin and Franck Davoine Conference or Workshop Item Item not available online. (06 December 2004)
Kernel Conditional Graphical Model Fernando Perez-Cruz, Zoubin Ghahramani and Massimiliano Pontil Conference or Workshop Item Item not available online. (December 2004)
Binet-Cauchy Kernels Vishy Vishwanathan and Alex Smola Conference or Workshop Item (December 2004)
Experts in a Markov Decision Process Eyal Even-Dar, Sham Kakade and Yishay Mansour Conference or Workshop Item (December 2004)
Experts in a Markov Decision Process Eyal Even-Dar, Sham Kakade and Yishay Mansour Conference or Workshop Item Item not available online. (December 2004)
Kernel Projection Machine: a New Tool for Pattern Recognition Gilles Blanchard, Pascal Massart, Regis Vert and Laurent Zwald Conference or Workshop Item (December 2004)
Kernel Projection Machine: a New Tool for Pattern Recognition Gilles Blanchard, Pascal Massart, Regis Vert and Laurent Zwald Conference or Workshop Item Item not available online. (December 2004)
Learning Layered Pictorial Structures from Video M. Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (December 2004)
Mathematical Programming for Missing Data Chiranjib Bhattacharyya, K.S. Pannagadatta and Alex Smola Conference or Workshop Item (December 2004)
Result Analysis of the NIPS 2003 Feature Selection Challenge Isabelle Guyon, Steve Gunn, Asa Ben-Hur and Gideon Dror Conference or Workshop Item Item not available online. (December 2004)
Sampling methods for unsupervised learning Robert Fergus, Andrew Zisserman and Pietro Perona Conference or Workshop Item (December 2004)
Validity estimates for loopy belief propagation on binary real-world networks Joris Mooij and Bert Kappen Conference or Workshop Item Item not available online. (December 2004)
Face localization in color images with complex background Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item availablity restricted. (26 November 2004)
A text categorization approach for music style recognition Carlos Pérez-Sancho, José Manuel Iñesta and Jorge Calera-Rubio Conference or Workshop Item (18 November 2004)
Providing Consistent and Exhaustive Relevance Assessments for XML Retrieval Evaluation Benjamin Piwowarski and Mounia Lalmas Conference or Workshop Item Item availablity restricted. (09 November 2004)
Hierarchical part-based visual object categorization Guillaume Bouchard and William Triggs Conference or Workshop Item Item availablity restricted. (02 November 2004)
Histograms of Oriented Gradients for Human Detection Navneet Dalal and William Triggs Conference or Workshop Item Item not available online. (02 November 2004)
Monocular human motion capture with a mixture of regressors William Triggs and Ankur Agarwal Conference or Workshop Item Item availablity restricted. (02 November 2004)
On Maximum Margin Hierarchical Multilabel Classification Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item (01 November 2004)
Dryade: a new approach for discovering closed frequent trees in heterogeneous tree databases Alexandre Termier, Marie-Christine Rousset and Michele Sebag Conference or Workshop Item (November 2004)
Reinforcement Learning of Strategies for Settlers of Catan Michael Pfeiffer Conference or Workshop Item (November 2004)
Style recognition through statistical event models Carlos Pérez-Sancho, José Manuel Iñesta and Jorge Calera-Rubio Conference or Workshop Item (20 October 2004)
Using the Equivalent Kernel to Understand Gaussian Process Regression Peter Sollich and Christopher Williams Conference or Workshop Item (19 October 2004)
Learning to Align Polyphonic Music Shai Shalev-Shwartz, Joseph Keshet and Yoram Singer Conference or Workshop Item (10 October 2004)
Consistency of Gaussian Process Prediction Christopher Williams Conference or Workshop Item (09 October 2004)
Speaker indexing in audio archives using test utterance Gaussian mixture modeling Hagai Aronowitz, David Burshtein and Amihood Amir Conference or Workshop Item (04 October 2004)
Text independent speaker recognition using speaker dependent word spotting Hagai Aronowitz, David Burshtein and Amihood Amir Conference or Workshop Item (04 October 2004)
Relative Loss Bounds and Polynomial-time Predictions for the K-LMS-NET Algorithm Mark Herbster Conference or Workshop Item (02 October 2004)
Gradient Flow Convolutive Blind Source Separation M.S. Pedersen and C.M. Nielsen Conference or Workshop Item Item not available online. (01 October 2004)
A voting problem based on European Union election system. Boris Horvat, Alen Orbanić, Marko Boben, Tomaž Pisanski and Gregor Jaklič Conference or Workshop Item Item not available online. (01 October 2004)
On a taxi routing problem. Boris Horvat, Alen Orbanić, Tomaž Pisanski, Gregor Jaklič and Andrej Brodnik Conference or Workshop Item Item not available online. (01 October 2004)
A generic approach for on-loine handwriting recognition Sanparith Marukatat, Thierry Artieres and Patrick Gallinari Conference or Workshop Item (October 2004)
A RULE BASED APPROACH TO WORD LEMMATIZATION Joel Plisson, Nada Lavrac and Dunja Mladenić Conference or Workshop Item (October 2004)
A SURVEY OF FOCUSED WEB CRAWLING ALGORITHMS Blaz Novak Conference or Workshop Item (October 2004)
An effective EM algorithm for PCA mixture model Zhong Jin, Franck Davoine and Zhen Lou Conference or Workshop Item Item not available online. (October 2004)
Brain-Controlled Robots Jose del R. Millan Conference or Workshop Item Item not available online. (October 2004)
Causal Bayesian Networks of Time Series whose proceses obey balance L.J. Figueroa-Quiroz and Jim Smith Conference or Workshop Item Item not available online. (October 2004)
Convergence of a generalized Gradient Selection Approach for the Decomposition Method Niko List Conference or Workshop Item (October 2004)
Double Chunking for Solving SVMs for Very Large Datasets Fernando Perez-Cruz, Anibal Figueiras and Antonio Artes Conference or Workshop Item (October 2004)
DRAWING GRAPHS USING SIMULATED ANNEALING AND GRADIENT DESCENT Janez Brank Conference or Workshop Item (October 2004)
Estimating the Quality of Face Localization for Face Verification Yann Rodriguez, Fabien Cardinaux, Johnny Mariéthoz and Samy Bengio Conference or Workshop Item (October 2004)
Handling spatial information in on-line handwriting recognition Sanparith Marukatat and Thierry Artieres Conference or Workshop Item (October 2004)
Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes Jose` Iria, Fabio Ciravegna, Philipp Cimiano, Alberto Lavelli, Enrico Motta, Luca Gilardoni and Eddie Moench Conference or Workshop Item (October 2004)
KERNEL CANONICAL CORRELATION ANALYSIS WITH APPLICATIONS Blaz Fortuna Conference or Workshop Item (October 2004)
Learning Stochastic Deterministic Regular Languages Franck Thollard and Alexander Clark Conference or Workshop Item (October 2004)
MACHINE LEARNING ON SETS OF DOCUMENTS CONNECTED IN GRAPHS Janez Brank Conference or Workshop Item (October 2004)
Muscle Tremor as an Input Mechanism Steven Strachan and Roderick Murray-Smith Conference or Workshop Item (October 2004)
On-Line Handwritten Documents Segmentation Julien Blanchard and Thierry Artieres Conference or Workshop Item Item not available online. (October 2004)
On-Line Handwritten Documents Segmentation Julien Blanchard and Thierry Artieres Conference or Workshop Item Item not available online. (October 2004)
Privacy Problems with Anonymized Transaction Databases Taneli Mielikäinen Conference or Workshop Item (October 2004)
Rhythmic Interaction with a mobile device Roderick Murray-Smith and Vuokko Lanz Conference or Workshop Item (October 2004)
STRING KERNELS Blaz Fortuna Conference or Workshop Item (October 2004)
The Eurosong center of a graph. Boris Horvat, Alen Orbanić, Tomaž Pisanski and Gregor Jaklič Conference or Workshop Item Item not available online. (October 2004)
Tiling Databases Floris Geerts, Bart Goethals and Taneli Mielikäinen Conference or Workshop Item (October 2004)
USE OF UNLABELED DATA IN SUPERVISED MACHINE LEARNING Blaz Novak Conference or Workshop Item (October 2004)
USER PROFILING: COLLABORATIVE FILTERING Miha Grcar Conference or Workshop Item (October 2004)
USER PROFILING: WEB USAGE MINING Miha Grcar Conference or Workshop Item (October 2004)
VISUALIZATION OF NEWS ARTICLES Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (October 2004)
Multimedia Mapping using Continuous State Space Models Tue Lehn-Schiøler Conference or Workshop Item (30 September 2004)
Improved unscented Kalman smoothing for stock volatility estimation Onno Zoeter, Alexander Ypma and Tom Heskes Conference or Workshop Item Item not available online. (29 September 2004)
Hilbertian metrics and positive definite kernels on probability measures Matthias Hein and Olivier Bousquet Conference or Workshop Item (28 September 2004)
A robust framework for forensic speaker verification Yosef Solewicz, Moshe Koppel and Saad Sofer Conference or Workshop Item (25 September 2004)
Using Discrete PCA on Web Pages Wray Buntine, Sami Perttu and Ville Tuulos Conference or Workshop Item (20 September 2004)
IMPROVING MUSIC GENRE CLASSIFICATION BY SHORT-TIME FEATURE INTEGRATION Anders Meng, Peter Ahrendt and Jan Larsen Conference or Workshop Item Item availablity restricted. (17 September 2004)
Semantic Interpretation With Error Correction Cristian Raymond, Fréderic Béchet, Nathalie Camelin, Renato De Mori and Geraldine Damnati Conference or Workshop Item Item not available online. (17 September 2004)
Characterization and Armstrong relations for Degenerate Multivalued Dependencies using Formal Concept Analysis Jaume Baixeries and José Balcázar Conference or Workshop Item Item availablity restricted. (15 September 2004)
A session-GMM generative model using test utterance Gaussian Mixture Modeling for speaker verification Hagai Aronowitz, David Burshtein and Amihood Amir Conference or Workshop Item Item availablity restricted. (10 September 2004)
Appearance factorization for facial expression analysis Bouchra Abboud and Franck Davoine Conference or Workshop Item Item not available online. (08 September 2004)
Fast Unsupervised Greedy Learning of Multiple Objects and Parts from Video Christopher Williams Conference or Workshop Item (08 September 2004)
Support Vector Machine to synthesise kernels Hongying Meng, John Shawe-Taylor, Sandor Szedmak and Jason Farquhar Conference or Workshop Item Item not available online. (07 September 2004)
Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi and Luca Zaniboni Conference or Workshop Item (06 September 2004)
A Statistical Method for Robust 3D Surface Reconstruction from Sparse Data volker Blanz, A. Mehl, Thomas Vetter and hans-peter Seidel Conference or Workshop Item Item not available online. (September 2004)
A boosting approach to multiple instance learning Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (September 2004)
Active Learning for Parzen Window Classifier Olivier Chapelle Conference or Workshop Item (September 2004)
Artificial Agents and Speculative Bubbles Yann Semet, Sylvain Gelly, Marc Schoenauer and Michele Sebag Conference or Workshop Item (September 2004)
Booosting word error rates Christos Dimitrakakis and Samy Bengio Conference or Workshop Item (September 2004)
Computing confidence intervals for the risk ofa SVM classifier through algorithmic inference Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi and Alberto Minora Conference or Workshop Item Item not available online. (September 2004)
Decision time horizon for music genre classification using short time features Peter Ahrendt, Anders Meng and Jan Larsen Conference or Workshop Item (September 2004)
Dimension-independent convergence rate for non-isotropic (1,\lambda)-ES Anne Auger, Claude LeBris and Marc Schoenauer Conference or Workshop Item (September 2004)
Discovering Unexpected Information for Technology Watch Christine Largeron and François Jacquenet Conference or Workshop Item Item availablity restricted. (September 2004)
Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms Olga Roudenko and Marc Schoenauer Conference or Workshop Item (September 2004)
Efficient Face Detection by a Cascaded Support Vector Machine using Haar-like Features Matthias Raetsch, Sami Romdani and Thomas Vetter Conference or Workshop Item (September 2004)
Enhanced fusion methods for speaker verification Yosef Solewicz and Moshe Koppel Conference or Workshop Item (September 2004)
Ensemble Algorithms for Feature Selection Jeremy Rogers and Steve Gunn Conference or Workshop Item Item not available online. (September 2004)
Ensemble Learning with Evolutionary Computation: Application to Feature Ranking Kees Jong, Elena Marchiori and Michele Sebag Conference or Workshop Item Item availablity restricted. (September 2004)
Evolution of Voronoi-based Fuzzy Controllers Carlos Kavka and Marc Schoenauer Conference or Workshop Item (September 2004)
Extending Pictorial Structures for Object Recognition M. Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (September 2004)
F-ratio Client-Dependent Normalisation For Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (September 2004)
Input Uncertainty in Support Vector Machines Jianqiang Yang and Steve Gunn Conference or Workshop Item Item not available online. (September 2004)
Mining Decision Rules from Deterministic Finite Automata François Jacquenet, Marc Sebban and Georges Valetudie Conference or Workshop Item Item availablity restricted. (September 2004)
Part-of-speech enhanced context recognition Rasmus Elsborg Madsen, Jan Larsen and Lars Kai Hansen Conference or Workshop Item (September 2004)
Relevancy constraints revisited in ROC space Nada Lavrac and Dragan Gamberger Conference or Workshop Item Item not available online. (September 2004)
Retrieving Objects From Videos Based on Affine Regions Vittorio Ferrari, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (September 2004)
Robustness in the long run: Auto-teaching vs Anticipation in Evolutionary Robotics Nicolas Godzik, Marc Schoenauer and Michèle Sebag Conference or Workshop Item (September 2004)
Semi-Supervised Classification by Low Density Separation Olivier Chapelle and Alexander Zien Conference or Workshop Item (September 2004)
Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method Antti Honkela, Stefan Harmeling, Leo Lundqvist and Harri Valpola Conference or Workshop Item Item availablity restricted. (September 2004)
Visualising Dynamics Ian Nabney Conference or Workshop Item Item not available online. (September 2004)
Efficient Approximations for Support Vector Machines in Object Detection Wolf Kienzle, Goekhan H. Bakir, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (30 August 2004)
Multivariate Regression via Stiefel Constraints Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (30 August 2004)
Speaker indexing in audio archives using Gaussian mixture scoring simulation Hagai Aronowitz, David Burshtein and Amihood Amir Conference or Workshop Item (25 August 2004)
Learning High-level Independent Components of Images through a Spectral Representation Jussi Lindgren and Aapo Hyvärinen Conference or Workshop Item (23 August 2004)
Attention-Driven Parts-Based Object Detection Ilkka Autio and Jussi Lindgren Conference or Workshop Item (22 August 2004)
Efficient Unsupervised Recursive Word Segmentation Using Minimum Description Length Shlomo Argamon, Navot Akiva, Amihood Amir and Oren Kapah Conference or Workshop Item (22 August 2004)
Regularized Multi-task Learning Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item Item availablity restricted. (22 August 2004)
Optimizing area under ROC curves with SVMs Alain Rakotomamonjy Conference or Workshop Item (20 August 2004)
When ignorance is bliss Peter Grünwald and Joe Halpern Conference or Workshop Item (August 2004)
A model based appraoch to sequence clustering Henri Binsztok, Thierry Artieres and Patrick Gallinari Conference or Workshop Item (August 2004)
An efficient method to detect facial fiducial points for face recognition Stefano Arca, Paola Campadelli and Raffaella Lanzarotti Conference or Workshop Item Item availablity restricted. (August 2004)
Appearance factorization based facial expression recognition and synthesis Bouchra Abboud and Franck Davoine Conference or Workshop Item Item not available online. (August 2004)
Bayes and Tukey meet at the center point Ran Gilad-Bachrach, Amir Navot and Naftali Tishby Conference or Workshop Item (August 2004)
Distances Between Distributions: Comparing Language Models Thierry Murgue and Colin de la Higuera Conference or Workshop Item Item availablity restricted. (August 2004)
Enhanced context recognition by sensitivity pruned vocabularies Rasmus Elsborg Madsen, Sigurdur Sigurdsson and Lars Kai Hansen Conference or Workshop Item Item availablity restricted. (August 2004)
Inductive Databases as Ranking Taneli Mielikäinen Conference or Workshop Item (August 2004)
Learning Interestingness Measures in Terminology Extraction. A ROC-based approach Mathieu Roche, Jérome Azé, Yves Kodratoff and Michele Sebag Conference or Workshop Item Item not available online. (August 2004)
Learning Sub-structures of Document Semantic Graphs for Document Summarization Jure Leskovec, Marko Grobelnik and Natasa Milic-Frayling Conference or Workshop Item (August 2004)
Object recognition using segmentation for feature detection (ICPR) Michael Fussenegger, Andreas Opelt, Axel Pinz and Peter Auer Conference or Workshop Item Item not available online. (August 2004)
Online appearance-based face and facial feature tracking Fadi Dornaika and Franck Davoine Conference or Workshop Item Item not available online. (August 2004)
Partially Distribution-Free Learning of Regular Languages from Positive Samples Alexander Clark and Franck Thollard Conference or Workshop Item (August 2004)
Regularized Multi--Task Learning Massimiliano Pontil and Theos Evgeniou Conference or Workshop Item (August 2004)
Suboptimal behaviour of Bayes and MDL in classification under misspecification Peter Grünwald and John Langford Conference or Workshop Item (August 2004)
Tangent Vector Kernels for Invariant Image Classification with SVMs Alexei Pozdnoukov and Samy Bengio Conference or Workshop Item (August 2004)
The trade-off between generative and discriminative classifiers Guillaume Bouchard and William Triggs Conference or Workshop Item (August 2004)
A Geometric view on bilingual lexicon extraction from comparable corpora Eric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte and Herve Dejean Conference or Workshop Item Item availablity restricted. (25 July 2004)
Aligning words using matrix factorisation Cyril Goutte, Kenji Yamada and Eric Gaussier Conference or Workshop Item Item availablity restricted. (25 July 2004)
Finding objects with hypothesis testing Emanuele Franceschi, Francesca Odone, Fabrizio Smeraldi and Alessandro Verri Conference or Workshop Item Item availablity restricted. (22 July 2004)
Applying Discrete PCA in Data Analysis Wray Buntine and Aleks Jakulin Conference or Workshop Item (11 July 2004)
Large Margin Hierarchical Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item (06 July 2004)
Concentration Bounds for Unigrams Language Model Evgeny Drukh and Yishay Mansour Conference or Workshop Item (02 July 2004)
Concentration Bounds for Unigrams Language Model Evgeny Drukh and Yishay Mansour Conference or Workshop Item (02 July 2004)
Fast Unsupervised Greedy Learning of Multiple Objects and Parts from Video Michalis Titsias and Christopher Williams Conference or Workshop Item (02 July 2004)
A new PAC bound for intersection-closed concept classes Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (July 2004)
A Formal Concept Analysis framework to model functional dependencies. Jaume Baixeries Conference or Workshop Item Item not available online. (July 2004)
An Investigation of Spectral Subband Centroids for Speaker Authentication Norman Poh and Samy Bengio Conference or Workshop Item (July 2004)
Armadillo: Harvesting Information for the Semantic Web Sam Chapman, Alexiei Dingli and Fabio Ciravegna Conference or Workshop Item (July 2004)
Boosting Grammatical Inference with Confidence Oracles Janodet, J-C Janodet, Nock, R Nock, Marc Sebban and Henri-Maxime Suchier Conference or Workshop Item (July 2004)
C4.5 Competence Map: A Phase Transition-inspired Approach Nicolas Baskiotis and Michele Sebag Conference or Workshop Item Item not available online. (July 2004)
C4.5 Competence Map: a Phase Transition-inspired Approach. Nicholas Baskiotis and Michele Sebag Conference or Workshop Item (July 2004)
Canonical Tensor Decompositions Pierre Comon Conference or Workshop Item (July 2004)
Detecting driving awareness Bruno Apolloni, Dario Malchiodi and Cristian Mesiano Conference or Workshop Item Item not available online. (July 2004)
Document structure matching for heterogeneous corpora Ludovic Denoyer, Guillaume Wisniewski and Patrick Gallinari Conference or Workshop Item (July 2004)
Exponential Families for Conditional Random Fields Yasemin Altun, Alex Smola and Thomas Hofmann Conference or Workshop Item (July 2004)
Exponential Families for Conditional Random Fields Yasemin Altun, Alex Smola and Thomas Hofmann Conference or Workshop Item (July 2004)
First-order definable problems for posets and reflexive graphs Victor Dalmau, A Krokhin and B. Larose Conference or Workshop Item (July 2004)
Gaussian Process Classification for Segmenting and Annotating Sequences Yasemin Altun, Thomas Hofmann and Alex Smola Conference or Workshop Item (July 2004)
Head and facial animation tracking using appearance-adaptive models and particle filters Fadi Dornaika and Franck Davoine Conference or Workshop Item Item not available online. (July 2004)
Learning with Non-Positive Kernels C.S. Ong, X. Mary, S. Canu and A. Smola Conference or Workshop Item (July 2004)
Margin based feature selection - theory and algorithms Ran Gilad-Bachrach, Amir Navot and Naftali Tishby Conference or Workshop Item (July 2004)
On a generalization complexity measure for Boolean functions Leonardo Franco and Martin Anthony Conference or Workshop Item Item not available online. (July 2004)
On learning a function of perceptrons Martin Anthony Conference or Workshop Item Item not available online. (July 2004)
On the Convergence of Spectral Clustering on Random Samples: The Normalized Case Ulrike von Luxburg, Olivier Bousquet and Mikhail Belkin Conference or Workshop Item (July 2004)
Oracle bounds and exact algorithm for dyadic classification trees Gilles Blanchard, Christin Schaefer and Yves Rozenholc Conference or Workshop Item (July 2004)
Pruning the vocabulary for better context recognition Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen and Jan Larsen Conference or Workshop Item Item not available online. (July 2004)
Scaling Web-based Acquisition of Entailment Relations Idan Szpektor, Hristo Tanev, Ido Dagan and Bonaventura Coppola Conference or Workshop Item (July 2004)
Speeding up the IRWLS convergence to the SVM solution Fernando Perez-Cruz and Antonio Artes-Rodriguez Conference or Workshop Item Item availablity restricted. (July 2004)
Statistical Properties of Kernel Principal Component Analysis Olivier Bousquet, Laurent Zwald and Gilles Blanchard Conference or Workshop Item (July 2004)
Transparent long proofs: A first PCP theorem for $\mbox{NP}_{\R}$ Klaus Meer Conference or Workshop Item (July 2004)
Vocabulary pruning for improved context recognition Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen and Jan Larsen Conference or Workshop Item Item availablity restricted. (July 2004)
Fitting Superellipses to Incomplete Contours Mihai Osian, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (28 June 2004)
A probabilistic approach to optical flow based super-resolution Rik Fransens, Christoph Strecha and Luc Van Gool Conference or Workshop Item Item not available online. (27 June 2004)
Wide-baseline stereo from multiple views : a probabilistic account Christoph Strecha, Rik Fransens and Luc Van Gool Conference or Workshop Item Item not available online. (27 June 2004)
An Algebra for probabilistic XML retrieval Benjamin Piwowarski and Patrick Gallinari Conference or Workshop Item (21 June 2004)
An Online Algorithm for Hierarchical Phoneme Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item Item not available online. (21 June 2004)
An Online Algorithm for Hierarchical Phoneme Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item (21 June 2004)
Relative loss bounds for predicting almost as well as any function in a union of Gaussian reproducing kernel spaces with varying widths Mark Herbster Conference or Workshop Item (18 June 2004)
Statistical Learning Approaches with Application to Face Detection Emanuele Franceschi, Francesca Odone and Alessandro Verri Conference or Workshop Item Item not available online. (09 June 2004)
Face Detection - Efficient and Rank Deficient Wolf Kienzle, Goekhan H. Bakir, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (04 June 2004)
Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection Koji Tsuda, Gunnar Raetsch and Manfred Warmuth Conference or Workshop Item (03 June 2004)
The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (02 June 2004)
Characterizations of Multivalued Dependencies and Related Expressions José Balcázar and Jaume Baixeries Conference or Workshop Item Item not available online. (01 June 2004)
A fast and efficient toolbox for SVMs in Matlab Gaëlle Loosli, Stéphane Canu, Alain Rakotomamonjy, Alex Smola and S V N Vishwanathan Conference or Workshop Item Item not available online. (June 2004)
A Machine Learning Approach to Conjoint Analysis Olivier Chapelle and Zaid Harchaoui Conference or Workshop Item (June 2004)
Cooperative Information Sharing to Improve Distributed Learning Partha Dutta, Srinandan Dasmahapatra, Steve Gunn, Nick Jennings and Luc Moreau Conference or Workshop Item Item not available online. (June 2004)
Discovery of Serial Episodes from Streams of Events Taneli Mielikäinen Conference or Workshop Item (June 2004)
Filtered Reinforcement Learning Douglas Aberdeen Conference or Workshop Item (June 2004)
Integrating Multiple Model Views for Object Recognition Vittorio Ferrari, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (June 2004)
Modeling Individual and Group Action in Meetings: a Two-layer HMM Framework Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan and Guillaume Lathoud Conference or Workshop Item (June 2004)
Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication Norman Poh and Samy Bengio Conference or Workshop Item (June 2004)
Object recognition using segmentation for feature detection (OeAGM) Michael Fussenegger, Andreas Opelt, Axel Pinz and Peter Auer Conference or Workshop Item (June 2004)
Stochastic Meta-Descent for Tracking Articulated Structures Matthieu Bray, Esther Koller-Meier, Nicol N. Schraudolph and Luc Van Gool Conference or Workshop Item (June 2004)
The Computational Complexity of Orientation Search in Cryo-Electron Microscopy Taneli Mielikäinen, Janne Ravantti and Esko Ukkonen Conference or Workshop Item (June 2004)
Filtering in XML Retrieval: a Prospective Analysis Huyen-Trang Vu, Benjamin Piwowarski and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (31 May 2004)
Filtering in XML Retrieval: a Prospective Analysis Huyen-Trang Vu, Benjamin Piwowarski and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (31 May 2004)
Face detection in color images of generic scenes Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item availablity restricted. (29 May 2004)
KCCA for fMRI Analysis David Hardoon, John Shawe-Taylor and Ola Friman Conference or Workshop Item (28 May 2004)
Topics in Probabilistic Location Estimation in Wireless Networks Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig Conference or Workshop Item (24 May 2004)
On Text-Based Estimation of Document Relevance Eerika Savia, Samuel Kaski, Ville Tuulos and Petri Myllymäki Conference or Workshop Item (13 May 2004)
Dimension Reduction and Classification Methods for Object Recognition in Vision Charles Bouveyron, Cordelia Schmid and Stéphane Girard Conference or Workshop Item (10 May 2004)
Relevance feedback from eye movements for proactive information retrieval Jarkko Salojärvi, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (07 May 2004)
Multiclass classification by L1 norm Support Vector Machine Sandor Szedmak, John Shawe-Taylor, Craig .J. Saunders and David .R. Hardoon Conference or Workshop Item (04 May 2004)
Challenges in Learning the Appearance of Faces for Automated Image Analysis Thomas Vetter, Departement Informatik, Universität Basel Alessandro Verri, DISI, Universitá di Genova Alessandro Verri and Thomas Vetter Conference or Workshop Item Item not available online. (04 May 2004)
Fast SVM Approximations for Object Detection Wolf Kienzle, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (04 May 2004)
Fast SVM Approximations for Object Detection Wolf Kienzle, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (04 May 2004)
Learning Sprites Christopher Williams Conference or Workshop Item (04 May 2004)
Object categorization with SVM: kernels for local features Jan Eichhorn and Olivier Chappelle Conference or Workshop Item (04 May 2004)
On Horn Axiomatizations for Sequential Data José L. Balcázar and Gemma Casas-Garriga Conference or Workshop Item (04 May 2004)
Categorizing Nine Visual Classes with Bags of Keypoints Christopher Dance, Jutta Willamowski, Gabriela Csurka and Cedric Bray Conference or Workshop Item (03 May 2004)
Challenges in Learning the Appearance of Faces for Automated Image Analysis: Part I Alessandro Verri Conference or Workshop Item (03 May 2004)
Learning Issues in Image Segmentation Joachim Buhmann Conference or Workshop Item (03 May 2004)
A Critical Survey of the Methodology for IE Evaluation Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick and Lorenza Romano Conference or Workshop Item (May 2004)
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. (May 2004)
An automatic feature-based face recognition system Paola Campadelli, Stefano Arca and Raffaella Lanzarotti Conference or Workshop Item Item availablity restricted. (May 2004)
Etude de Mesures de Qualité pour Classer les Termes Extraits de Corpus Spécialisés Mathieu Roche, Oriane Matte-Tailliez and Yves Kodratoff Conference or Workshop Item Item not available online. (May 2004)
Learning to Harvest Information for the Semantic Web Fabio Ciravegna, Sam Chapman, Alexiei Dingli and Yorick Wilks Conference or Workshop Item Item not available online. (May 2004)
Links Between Perceptrons, MLPs, and SVMs Ronan Collobert and Samy Bengio Conference or Workshop Item (May 2004)
Mining texts by association rules discovery in a technical corpus Mathieu Roche, Jérome Azé, Oriane Matte-Tailliez and Yves Kodratoff Conference or Workshop Item Item not available online. (May 2004)
On the Complexity of Working Set Selection Hans Simon Conference or Workshop Item (May 2004)
On the need for on-line learning in brain-computer interfaces José del R Millán Conference or Workshop Item (May 2004)
Real-time Pointing Gesture Recognition for an Immersive Environment Roland Kehl and Luc Van Gool Conference or Workshop Item Item not available online. (May 2004)
Self-Growth of Basic Behaviors in an Action Selection Based Agent Olivier Buffet, Alain Dutech and Francois Charpillet Conference or Workshop Item (May 2004)
Separating Structure from Interestingness Taneli Mielikäinen Conference or Workshop Item (May 2004)
Simultaneous Object Recognition and Segmentation by Image Exploration Vittorio Ferrari, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (May 2004)
Smart Particle Filtering for 3D Hand Tracking Matthieu Bray, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item (May 2004)
Trainable visual models for object class recognition Andrew Zisserman Conference or Workshop Item (May 2004)
Weak hypotheses and boosting for generic object detection and recognition Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Conference or Workshop Item Item not available online. (May 2004)
Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks? Norman Poh and Samy Bengio Conference or Workshop Item (May 2004)
Representing Languages by Learnable Rewriting Systems Rémi Eyraud, Colin de la Higuera and Jean-Christophe Janodet Conference or Workshop Item Item availablity restricted. (31 April 2004)
HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems Silvia Chiappa and Samy Bengio Conference or Workshop Item Item not available online. (29 April 2004)
Learning « Generalization/Specialization » Relations between Concepts – Application for Automatically Building Thematic Document Hierarchies Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item (26 April 2004)
Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)
Unsupervised Learning with Term Clustering for Thematic segmentation of Texts . Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)
Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Conference or Workshop Item (26 April 2004)
Sequential information bottleneck for finite data Jaakko Peltonen, Janne Sinkkonen and Samuel Kaski Conference or Workshop Item Item not available online. (22 April 2004)
INFORMATION ACCESS VIA TOPIC HIERARCHIES AND THEMATIC ANNOTATIONS FROM DOCUMENT COLLECTIONS Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item Item not available online. (14 April 2004)
Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering Nicolas Usunier, Massih Amini and Gallinari Patrick Conference or Workshop Item (12 April 2004)
Combining topic models and social networks for chat data mining Ville Tuulos and Henry Tirri Conference or Workshop Item (04 April 2004)
Endjinn: a scalable topic-based open source search engine Wray Buntine, Jaakko Lofström, Jukka Perkiö, Sami Perttu, Vladimir Poroshin, Tomi Silander, Henry Tirri, Antti Tuominen and Ville Tuulos Conference or Workshop Item (04 April 2004)
Exploring trends in a topic-based search engine Wray Buntine, Jukka Perkiö and Sami Perttu Conference or Workshop Item (04 April 2004)
Causal Identification in Design Networks Jim Smith and Ana Maria Madrigal Conference or Workshop Item Item not available online. (April 2004)
Learning Depth From Stereo. Pattern Recognition Fabian Sinz, Joaquin Quinonero Candela, Goekhan Hasan Bakir, Carl Edward Rasmussen and Matthias Franz Conference or Workshop Item (April 2004)
Pointing without a pointer John Williamson and Roderick Murray-Smith Conference or Workshop Item (April 2004)
Using classification to determine the number of finger strokes on a multi-touch tactile device Caspar van Wrede and Pavel Laskov Conference or Workshop Item (April 2004)
Apprentissage de Relations « Généralisation / Spécialisation » entre Concepts – Application à la Structuration Hiérarchique Automatique de Corpus Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item Item not available online. (10 March 2004)
Corpus-Based vs. Model-Based Selection of Relevant Features Cyril Goutte, Pavel Dobrokhotov, Eric Gaussier and Anne-Lise Veuthey Conference or Workshop Item Item availablity restricted. (10 March 2004)
Generative vs Discriminative approaches to entity Recognition from label deficient data Cyril Goutte, Eric Gaussier, Nicola Cancedda and Herve Dejean Conference or Workshop Item Item availablity restricted. (10 March 2004)
Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (08 March 2004)
EXIT: Un système itératif pour l'extraction de la terminologie du domaine à partir de corpus spécialisés Mathieu Roche, Thomas Heitz, Oriane Matte-Tailliez and Yves Kodratoff Conference or Workshop Item Item not available online. (March 2004)
Apprentissage non-supervisé pour la segmentation automatique de textes Jean-François Pessiot, Marc Caillet, Massih Amini and Patrick Gallinari Conference or Workshop Item (14 February 2004)
Determination of cellular drug targets : searching for functional information in the jungle of microarrays data Marie Dutreix, Jean-Paul Comet, Antoine Cornuéjols and Christine Froidevaux Conference or Workshop Item Item not available online. (February 2004)
A Bayesian Framework for Hierarchical Classification Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (28 January 2004)
A Methodology for Topographic Clustering of Structured Text Documents Marie-Jeanne Lesot, Delphine Dard and Florence d'Alché-Buc Conference or Workshop Item (28 January 2004)
Bayesian Networks for Structured Information retrieval Benjamin Piwowarski, Trang Vu and Patrick Gallinari Conference or Workshop Item (28 January 2004)
Combining Clustering with Canonical Correlation Analysis for Cross-Language Patent Retrieval Yaoyong Li and John Shawe-Taylor Conference or Workshop Item (28 January 2004)
Efficient Computation of Gap-weighted String Kernels on Large Alphabets Juho Rousu and John Shawe-Taylor Conference or Workshop Item (28 January 2004)
Highlighting Latent Structures in Text Michèle Jardino Conference or Workshop Item (28 January 2004)
Learning Topic Hierarchies and Thematic Annotations from Document Collections Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item (28 January 2004)
Learning Topic Hierarchies and Thematic Annotations from Document Collections Hermine Njike-Fotzo and Patrick Gallinari Conference or Workshop Item (28 January 2004)
Linear Programming Boosting for Uneven Datasets Jure Leskovec and John Shawe-Taylor Conference or Workshop Item (28 January 2004)
Mining the Semantic Web: Requirements for Machine Learning Fabio Ciravegna Conference or Workshop Item (28 January 2004)
Probabilistic Textual Entailment: Generic Applied Modeling of Language Variability Ido Dagan and Oren Glickman Conference or Workshop Item (28 January 2004)
Text Categorization via Ellipsoid Separation Andriy Kharechko, John Shawe-Taylor, Ralf Herbrich and Thore Graepel Conference or Workshop Item (28 January 2004)
Theme-Topic Mixture Model for Document Representation Mikaela Keller and Samy Bengio Conference or Workshop Item (28 January 2004)
Kernel Methods for Natural Language Processing Jean-Michel Renders Conference or Workshop Item (27 January 2004)
Machine Learning applied to Text Analysis: Overview Eric Gaussier and Nicola Cancedda Conference or Workshop Item (27 January 2004)
Memory-Based Shallow Parsing for Text Mining Walter Daelemans Conference or Workshop Item (27 January 2004)
Text Mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (27 January 2004)
Learning to Find Pre-Images Goekhan BakIr, Jason Weston and Bernhard Schölkopf Conference or Workshop Item (January 2004)
Mining the Semantic Web: Requirements for Machine Learning Fabio Ciravegna Conference or Workshop Item (January 2004)
Regret bounds for hierarchical classification with linear-threshold functions Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (2004)
3D Human Pose from Silhouettes by Relevance Vector Regression Ankur Agarwal and William Triggs Conference or Workshop Item (2004)
A feature selection algorithm based on the global minimization of a generalization error bound Dori Peleg and Ron Meir Conference or Workshop Item Item not available online. (2004)
A Graphical Model for Protein Secondary Structure Prediction Wei Chu, Zoubin Ghahramani and David L Wild Conference or Workshop Item (2004)
A heuristic for computing the domination number of triangulated planar graphs. Janez Žerovnik and Branko Kaučič Conference or Workshop Item Item not available online. (2004)
A mixture model approach for on-line clustering Allou Samé, Christophe Ambrosie and Gérard Govaert Conference or Workshop Item (2004)
A non asymptotic theory for model selection Pascal Massart Conference or Workshop Item Item not available online. (2004)
A Regularization Framework for Learning from Graph Data Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (2004)
A second order cone programming formulation for classifying missing data Chiranjib Bhattacharyya, K.S. Pannagadatta and Alex Smola Conference or Workshop Item (2004)
A temporal kernel-based model for tracking hand movements fron neural activities Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item (2004)
Accelerated greedy mixture learning Jan Nunnink, Jakob Verbeek and Nikos Vlassis Conference or Workshop Item Item not available online. (2004)
An Auxiliary Variational Method Felix Agakov and David Barber Conference or Workshop Item (2004)
An improved VC dimension bound for sparse polynomials Michael Schmitt Conference or Workshop Item Item not available online. (2004)
Applying discrete PCA in data analysis Wray Buntine and Aleks Jakulin Conference or Workshop Item Item not available online. (2004)
Artificial Agents and Speculative Bubbles Yann Semet, Sylvain Gelly, Marc Schoenauer and Michele Sebag Conference or Workshop Item Item not available online. (2004)
Automatic construction of concept hierarchies : the case of foliage-dwelling spiders Martin Znidarsic, Aleks Jakulin and Saso Dzeroski Conference or Workshop Item Item not available online. (2004)
Avoiding data overfitting in scientific discovery Dragan Gamberger and Nada Lavrac Conference or Workshop Item Item not available online. (2004)
Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms Iain Murray and Zoubin Ghahramani Conference or Workshop Item (2004)
Binet-Cauchy kernels S V N Vishwanathan and Alex Smola Conference or Workshop Item (2004)
Boosting HMMs with an application to Speech Recognition Christos Dimitrakakis and Samy Bengio Conference or Workshop Item (2004)
Choosing a model in a Classification purpose. Gilles Celeux Conference or Workshop Item Item not available online. (2004)
Classifier Combination for Improved Motion Segmentation Ahmad Al-Mazeed, Mark Nixon and Steve Gunn Conference or Workshop Item Item not available online. (2004)
Cluster Characterization through a Representativity Measure MJ Lesot and B Bouchon-Meunier Conference or Workshop Item Item not available online. (2004)
Coproduct Transformations on Lattices of Closed Partial Orders Gemma Casas-Garriga and José Balcázar Conference or Workshop Item (2004)
Data dependent risk bounds for hierarchical mixture of experts classifers Arik Azran and Ron Meir Conference or Workshop Item Item not available online. (2004)
Decision trees: more theoretical justification for practical algorithms Amos Fiat and Dmitry Pechyony Conference or Workshop Item Item not available online. (2004)
Decision-Theoretic Military Operations Planning Douglas Aberdeen, Sylvie Thiebaux and Lin Zhang Conference or Workshop Item (2004)
Descriptive Concept Extraction with Exceptions by Hybrid Clustering MJ Lesot and B Bouchon-Meunier Conference or Workshop Item Item not available online. (2004)
Dynamical Modeling with Kernels for Nonlinear Time Series Prediction Liva Ralaivola and Florence d'Alché-Buc Conference or Workshop Item (2004)
Ensemble feature ranking Kees Jong, Jérémie Mary, Antoine Cornuéjols, Elena Marchiori and Michele Sebag Conference or Workshop Item Item availablity restricted. (2004)
Fuzzy Prototypes Based on Typicality Degrees MJ Lesot, L Mouillet and B. Bouchon-Meunier Conference or Workshop Item (2004)
GAMBL, Genetic Algorithm Optimization of Memory-Based WSD Bart Decadt, Véronique Hoste, Walter Daelemans and Antal Van den Bosch Conference or Workshop Item (2004)
Gaussian process models for visualisation of high dimensional data Neil Lawrence Conference or Workshop Item (2004)
Haptic Granular Synthesis: Targeting, Visualisation and Texturing Andrew Crossan, John Williamson and Roderick Murray-Smith Conference or Workshop Item (2004)
Identifying structure across pre-partitioned data Zvika Marx, Ido Dagan and Eli Shamir Conference or Workshop Item (2004)
Implicit estimation of Wiener series Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Implicit Wiener series for capturing higher-order interactions in images. Sensory coding and the natural environment Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2004)
Implicit Wiener series for higher-order image analysis Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Improving speed and accuracy of Brain-Computer Interfaces using readiness potential features Matthias Krauledat, Guido Dornhege, Benjamin Blankertz, Florian Losch, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Inadequacy of interval estimates corresponding to variational Bayesian approximations Bo Wang and Mike Titterington Conference or Workshop Item (2004)
Increase Information Transfer Rate in BCI by CSP extension to multi-class Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Kernel Hebbian Algorithm for single-frame super-resolution K. I. Kim, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Kernel projection machine: a new tool for pattern recognition Pascal Massart, Gilles Blanchard, Regis Vert and Laurent Zwald Conference or Workshop Item Item not available online. (2004)
Kernel view of the dimensionality reduction of manifolds J Ham, D Lee, Sebastian Mika and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2004)
Learning Depth F. Sinz and Matthias Franz Conference or Workshop Item Item not available online. (2004)
Learning from Labeled and Unlabeled Data Using Random Walks Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (2004)
Learning to Learn with the Informative Vector Machine Neil Lawrence and John Platt Conference or Workshop Item (2004)
Learning to track 3D human motion from silhouettes Ankur Agarwal and William Triggs Conference or Workshop Item (2004)
Learning with Local and Global Consistency Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston and Bernhard Schölkopf Conference or Workshop Item (2004)
Learning with Non-Positive Kernels Cheng Soon Ong, Xavier Mary, Stéphane Canu and Alex Smola Conference or Workshop Item (2004)
Learning, Regularization and Ill-Posed Inverse Problems Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Umberto De Giovannini and Francesca Odone Conference or Workshop Item (2004)
LS-CMA-ES: a Second-order algorithm for Covariance Matrix Adaptation Anne Auger, Marc Schoenauer and Nicolas Vanhaecke Conference or Workshop Item (2004)
Mapping from Speech to Images Using Continuous State Space Models Tue Lehn-Schiøler, Lars Kai Hansen and Jan Larsen Conference or Workshop Item (2004)
Minimizing Regret with Label Efficient Prediction Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Conference or Workshop Item (2004)
Model selection by bootstrap penalization for classification Magalie Fromont Conference or Workshop Item Item not available online. (2004)
Model selection in supervised classification Gilles Celeux and Guillaume Bouchard Conference or Workshop Item Item not available online. (2004)
NIST’04 common evaluation Yosef Solewicz, Moshe Koppel and Hagai Aronowitz Conference or Workshop Item (2004)
No Unbiased Estimator of the Variance of K-Fold Cross-Validation Yoshua Bengio and Yves Grandvalet Conference or Workshop Item (2004)
Non-linear CCA and PCA by alignment of local models Jakob Verbeek, Sam Roweis and Nikos Vlassis Conference or Workshop Item Item not available online. (2004)
On Private Scalar Product Computation for Privacy-Preserving Data Mining Bart Goethals, Sven Laur, Helger Lipmaa and Taneli Mielikäinen Conference or Workshop Item (2004)
Online and Batch Learning of Pseudo-Metrics Shai Shalev-Shwartz, Andrew Y. Ng and Yoram Singer Conference or Workshop Item Item not available online. (2004)
Online and Batch Learning of Pseudo-Metrics Shai Shalev-Shwartz, Andrew Y. Ng and Yoram Singer Conference or Workshop Item (2004)
Online Policy Adaptation for Ensemble Classifiers Christos Dimitrakakis and Samy Bengio Conference or Workshop Item (2004)
Online Suffix Trees with Counts Breanndan O Nuallain and Steven de Rooij Conference or Workshop Item (2004)
Pajek - Analysis and Visualization of Large Networks. Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (2004)
Predictive Automatic Relevance Determination by Expectation Propagation Yuan Qi, Tom Minka, Rosalind Picard and Zoubin Ghahramani Conference or Workshop Item (2004)
Ranking on Data Manifolds Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf Conference or Workshop Item (2004)
Representations of graphs and maps. Tomaž Pisanski and Arjana Žitnik Conference or Workshop Item Item not available online. (2004)
Robust ICA for Super-Gaussian Sources Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Semi-supervised kernel regression using whitened function classes Matthias Franz, Y. Kwon, Carl Edward Rasmussen and Bernhard Schölkopf Conference or Workshop Item (2004)
Semi-Supervised Protein Classification using Cluster Kernels Jason Weston, Christina Leslie, Dengyong Zhou, Andre Elisseeff and William Stafford Noble Conference or Workshop Item (2004)
Statistical Properties of Kernel Principal Component Analysis Laurent Zwald, Olivier Bousquet and Gilles Blanchard Conference or Workshop Item Item not available online. (2004)
Supporting a public health care virtual organization by knowledge technologies Mitja Jermol, nada lavrac, Tanja Urbancic and Tadeja Kopac Conference or Workshop Item Item not available online. (2004)
Tilt-based Automatic Zooming and Scaling in Mobile Devices - a state-space implementation Parisa Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (2004)
Towards Predicting Optimal Subsets of Base Classifiers in Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (2004)
Variational Bayes estimation of mixing coefficients Bo Wang and Mike Titterington Conference or Workshop Item (2004)
Variational Information Maximization for Neural Coding Felix Agakov and David Barber Conference or Workshop Item (2004)
VICE: E-Learning nell'era del Semantic Web Michela Acquaviva and Marco Benini Conference or Workshop Item (2004)
Warped Gaussian processes Ed Snelson, Carl Edward Rasmussen and Zoubin Ghahramani Conference or Workshop Item (2004)

Monograph

An Optimal Anytime Estimator Algorithm Ricard Gavaldà Monograph (07 December 2004)
Some Discriminant-based PAC Algorithms Paul Goldberg Monograph (December 2004)
A Rapidly Computable String Kernel Based on the Discrete Fourier Transform: Derivation and Experiments Chris Watkins and Juho Rousu Monograph (30 November 2004)
BNT Structure Learning Package : Documentation and Experiments Philippe Leray and Olivier François Monograph (15 November 2004)
Towards Using Hierarchical Posteriors for Flexible Automatic Speech Recognition Systems Hervé Bourlard, Samy Bengio, Mathew Magimai Doss, Qifeng Zhu, Bertrand Mesot and Nelson Morgan Monograph (November 2004)
Learning the prior for the PAC-Bayes bound Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Monograph (15 October 2004)
Behaviour and Convergence of the Constrained Covariance Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Bernhard Schoelkopf and Nikos Logothetis Monograph Item not available online. (October 2004)
An Optimization Framework for Adaptive Questionnaire Design Jacob Abernethy, Theodoros Evgeniou and Jean-Philippe Vert Monograph Item availablity restricted. (September 2004)
Generic object recognition with boosting Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Monograph (September 2004)
Learning the kernel function via regularization Massimiliano Pontil and Charles Micchelli Monograph (September 2004)
KCCA Feature Selection for fMRI Analysis David Hardoon, John Shawe-Taylor and Ola Friman Monograph (25 August 2004)
A Boolean Measure of Similarity Martin Anthony and Peter L. Hammer Monograph Item not available online. (19 August 2004)
The Expected Performance Curve Samy Bengio, Mikaela Keller and Johnny Mariéthoz Monograph (14 August 2004)
Note on Rejection sampling and exact sampling with the Metropolised Independence Sampler Iain Murray Monograph (05 August 2004)
Semi-supervised Induction Kai Yu, Volker Tresp and Dengyong Zhou Monograph (August 2004)
Bayesian learning for weakly supervised object classification Peter Carbonetto, Gyorgy Dorko and Cordelia Schmid Monograph Item not available online. (30 July 2004)
An alternative competing risk model to the Weibull distribution in lifetime data analysis Henri Bertholon, Gilles Celeux and Nicolas Bousquet Monograph Item not available online. (July 2004)
Multivariate regression with stiefel constraints Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schoelkopf Monograph Item not available online. (July 2004)
Non linear inverse problem: complexity regularization Jean-Michel Loubes and Carenne Ludena Monograph Item not available online. (July 2004)
Retrieving Keyword's to an Image Query using Kernel CCA David R. Hardoon, Sandor Szedmak and John Shawe-Taylor Monograph (04 June 2004)
Significance Tests for Bizarre Measures in 2-Class Classification Tasks Mikaela Keller, Johnny Mariéthoz and Samy Bengio Monograph (04 June 2004)
From Stable Sequences to Closed Partial Orders Gemma Casas-Garriga Monograph (01 June 2004)
Object categorization with SVM: kernels for local features Jan Eichhorn and Olivier Chapelle Monograph (June 2004)
Filtering-ranking perceptron learning for partial parsing Xavier Carreras, Lluis Marquez and Jorge Castro Monograph (31 May 2004)
Asymptotic behaviour of a family of gradient algorithms in $\RR^d$ and Hilbert spaces Luc Pronzato, Henry P. Wynn and Anatoly A. Zhigljavsky Monograph (11 May 2004)
Moindres carrés pondérés récursifs dans les modèles de régression à variance paramétrée Luc Pronzato and Andrej Pazman Monograph (11 May 2004)
Recursively re-weighted Least-Squares estimation in regression models with parameterized variance Luc Pronzato and Andrej Pazman Monograph (11 May 2004)
Sequence Classification with Input-Output Hidden Markov Models Silvia Chiappa and Samy Bengio Monograph Item not available online. (May 2004)
Using Concept Lattices to Model Multivalued Dependencies Jaume Baixeries Monograph Item not available online. (26 April 2004)
An Auxiliary Variational Method Felix Agakov and David Barber Monograph (April 2004)
Variational Information Maximization in Gaussian Channels Felix Agakov and David Barber Monograph (April 2004)
Nonlinear Time series filtering, smoothing and learning using the kernel Kalman filter Liva Ralaivola and Florence d'Alché-Buc Monograph (January 2004)
Asymptotic normality of the $L_k$-error of the Grenander estimator Vladimir N. Kulikov and Hendrik P. Lopuhaa Monograph Item not available online. (2004)
Decoding aggregated profiles using dynamic calibration of machine vibration data Vladimir N. Kulikov and Wicher P. Bergsma Monograph Item not available online. (2004)
Gaussian mixture learning from noisy data Nikos Vlassis and Jakob Verbeek Monograph Item not available online. (2004)
Gaussian Processes for Ordinal Regression Wei Chu and Zoubin Ghahramani Monograph (2004)
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis Tonatiuh Pena-Centeno and Neil Lawrence Monograph (2004)
Propagating Uncertainty in POMDP value iteration with Gaussian Processes Eric P Tuttle and Zoubin Ghahramani Monograph (2004)
Relating the Rademacher and VC Bounds Matti Kääriäinen Monograph (2004)
Testing for a monotone density using $L_k$-distances between the empirical distribution function and its concave majorant Vladimir N. Kulikov and Hendrik P. Lopuhaa Monograph Item not available online. (2004)
The limit process of the difference between the empirical distribution function and its concave majorant Vladimir N. Kulikov and Hendrik P. Lopuhaa Monograph Item not available online. (2004)
Topic-Specific Scoring of Documents with Discrete PCA Wray Buntine and Kimmo Valtonen Monograph Item availablity restricted. (2004)

Other

Global Nash convergence of Foster and Young's regret testing Fabrizio Germano and Gábor Lugosi Other (12 November 2004)
Document Annotation Through Information Extraction Fabio Ciravegna Other (July 2004)
The Linear Programming Set Covering Machine Zakria Hussain, Sandor Szedmak and John Shawe-Taylor Other (01 June 2004)
Symmetric measures via moments Alexey Koloydenko Other (06 April 2004)

Thesis

Kernel methods in computational biology Jean-Philippe Vert Thesis (10 December 2004)
Apprentissage et inférence statistique dans les bases de documents structurés : Application aux corpus de documents textuels ==== Machine learning and structured data : application to categorization, clustering and automatic mapping of XML documents. Ludovic Denoyer Thesis (December 2004)
Intégration de la construction de la terminologie de domaines spécialisés dans un processus global de fouille de textes Mathieu Roche Thesis Item not available online. (December 2004)
Learning Small Trees and Graphs that Generalize Matti Kääriäinen Thesis (22 November 2004)
Apprentissage relationnel du concept de régulation génétique Cyril Combe and Florence d'Alché-Buc Thesis Item availablity restricted. (15 November 2004)
Models and Techniques in Probabilistic Grammatical Inference: Dealing with Noisy Data and Knowledge Discovery Amaury Habrard Thesis Item not available online. (21 October 2004)
Learning with Uncertainty - Gaussian Processes and Relevance Vector Machines Joaquin Quinonero Candela Thesis (01 October 2004)
Independent component analysis and beyond Stefan Harmeling Thesis Item not available online. (October 2004)
Diversity in Neural Network Ensembles Gavin Brown Thesis (01 July 2004)
Affine Invariant Regions ++ Vittorio Ferrari Thesis (May 2004)
Mixture models for clustering and dimension reduction Jakob Verbeek Thesis Item not available online. (2004)

This list was generated on Sun Sep 21 11:23:42 BST 2014.