Year: 2003

Article

	Class distributions on SOM surfaces for feature extraction and object retrieval Jorma Laaksonen, Markus Koskela and Erkki Oja Article (22 December 2003)
	Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (07 December 2003)
	An EM algorithm for the Block Mixture Model} Gérard Govaert and Mohamed Nadif Article Item not available online. (December 2003)
	Support Vector Regression for the Simultaneous Learning of a Multivariate Function and its Derivatives Marcelino Lazaro, Ignacio Santamaria, Fernando Perez-Cruz and Antonio Artes Article Item not available online. (December 2003)
	The Download Estimation task on KDD Cup 2003 Janez Brank and Jure Leskovec Article (December 2003)
	Gene networks inference using dynamical bayesian networks B.-E. Perrin, Liva Ralaivola, A. Mazurie, S. Bottani, J. Mallet and Florence d'Alché-Buc Article Item availablity restricted. (September 2003)
	Mutual Information and Semantic Similarity as Predictors of Word Association Strength: Modulation by Association Type and Semantic Relation Anat Prior and Maayan Geffet Article (September 2003)
	On Learning Multicategory Classification with Sample Queries Joel Ratsaby Article (September 2003)
	Smoothing and Compression with Stochastic $k$-testable Tree Languages Juan Ramón Rico-Juan, Jorge Calera-Rubio and Rafael C. Carrasco Article (08 August 2003)
	Estimating GARCH models using support vector machines Fernando Perez-Cruz, Julio Afonso-Rodriguez and Javier Giner Article Item not available online. (June 2003)
	Feature selection and transduction for prediction of molecular bioactivity for drug design Jason Weston, Fernando Perez-Cruz, Andre Elisseeff, Olivier Bousquet, Olivier Chapelle and Bernhard Schölkopf Article Item availablity restricted. (June 2003)
	Empirical risk minimization for support vector classifiers Fernando Perez-Cruz, Angel Navia-Vazquez, Anibal R. Figueiras-Vidal and Antonio Artes-Rodriguez Article Item not available online. (March 2003)
	A Part Task Approach to Haptic Knee Arthroscopy Training Louise Moody, John Arthur, Alex Zivanovic and Alan Waterworth Article Item not available online. (2003)
	Bayesian Regression and Classification Using Mixtures of Multiple Gaussian Processes J. Q. Shi, R. Murray-Smith and D. M. Titterington Article (2003)
	Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Gilles Celeux, Gérard Govaert and C. Biernacki Article Item not available online. (2003)
	Concentration inequalities using the entropy method Stephane Boucheron, Pascal Massart and Gabor LUGOSI Article Item not available online. (2003)
	Domination analysis for minimum multiprocessor scheduling G. Gutin, T. Jensen and A. Yeo Article (2003)
	Engineering Requirements for a Haptic Simulator for Knee Arthroscopy Training Alex Zivanovic, Edward Dribble, Brian Davies, Louise Moody and Alan Waterworth Article Item not available online. (2003)
	Kolmogorov Complexity and Information Theory \\ {\small \em with an interpretation in terms of questions and answers Peter D. Grunwald and Paul M.B. Vitanyi Article (2003)
	Kolmogorov's Structure functions and model selection Nikolai K. Vereshchagin and Paul M.B. Vitanyi Article (2003)
	Large quadratic programs in training Gaussian support vector machines Thomas Serafini, Gaetano Zanghirati and Luca Zanni Article (2003)
	Optimal Error Exponents in Hidden Markov Models Order Estimation Elisabeth Gassiat and Stephane Boucheron Article (2003)
	Risk bounds for statistical learning Pascal Massart and E NEDELEC Article Item not available online. (2003)
	Scalability and efficiency in multi-relational data mining Hendrik Blockeel and Michele Sebag Article Item not available online. (2003)
	Sharpening Occam's Razor M. Li, J. Tromp and Paul M.B. Vitanyi Article (2003)
	Simplicity: A unifying principle in cognitive science? Nick Chater and Paul M.B. Vitanyi Article (2003)
	The generalized universal law of generalization, Nick Chater and Paul M.B. Vitanyi Article (2003)

Book Section

Conference or Workshop Item

	Log-Linear Models for Label Ranking Ofer Dekel, Christopher Manning and Yoram Singer Conference or Workshop Item (20 December 2003)
	Automatically Generating User Interfaces Krzysztof Gajos Conference or Workshop Item Item not available online. (12 December 2003)
	Challenges and Opportunities for Reinforcement Learning in Human Computer Interaction Systems Satinder Baveja Conference or Workshop Item Item not available online. (12 December 2003)
	Enhancing Brain-Computer Interfaces by Machine Learning Techniques Benjamin Blankertz, Guido Dornhege, Steven Lemm, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item (12 December 2003)
	Improving Meetings with Microphone Array Algorithms Ivan Tashev Conference or Workshop Item (12 December 2003)
	Joint Design of Data Analysis Algorithms and User Interface for Video Applications Nebojsa Jojic, Sumit Basu, Nemanja Petrovic, Brendan Frey and Thomas Huang Conference or Workshop Item (12 December 2003)
	Minimizing Calibration Efforts for an Indoor 802.11 Device Location Measurement System John Krumm and John Platt Conference or Workshop Item (12 December 2003)
	Optimizing Call Routing by Integrating Spoken Dialog Models with Queuing Models Tim Paek Conference or Workshop Item Item not available online. (12 December 2003)
	Probabilistic Machine Listening for Interactive Music Performance Systems Ali Cemgil and Ben Kröse Conference or Workshop Item (12 December 2003)
	Probabilistic Models and Continuous Dynamics John Williamson Conference or Workshop Item Item not available online. (12 December 2003)
	Recognition of Multimodal Group Actions in Meetings Iain McCowan, Daniel Gatica-Perez, Samy Bengio and Guillaume Lathoud Conference or Workshop Item (12 December 2003)
	Relevance Feedback from Eye Movements for Proactive IR Jarkko Salojärvi, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (12 December 2003)
	Retrieving a User Language Model from an Unsupervised Document Map Mikko Kurimo and Krista Lagus Conference or Workshop Item (12 December 2003)
	Signal Extraction for Brain-Computer Interface David Hardoon and John Shawe-Taylor Conference or Workshop Item (12 December 2003)
	Toward Adaptive, Personalized Computing: Directions and Frontiers Eric Horvitz Conference or Workshop Item Item not available online. (12 December 2003)
	Vision for Multimodal Conversational Interfaces Trevor Darrell Conference or Workshop Item (12 December 2003)
	Web Personalization with Machine Learning Corey Anderson Conference or Workshop Item Item not available online. (12 December 2003)
	Approximate Expectation Maximization Tom Heskes, Wim Wiegerinck and Onno Zoeter Conference or Workshop Item Item not available online. (08 December 2003)
	Non-Linear Variance Reduction Techniques in Biometric Authentication Norman Poh and Samy Bengio Conference or Workshop Item (December 2003)
	Signal Extraction for Brain-Computer Interface David Hardoon and John Shawe-Taylor Conference or Workshop Item (22 November 2003)
	What is a « good » Hypertext System for accessing Scientific Literature? Hermine Njike-Fotzo Conference or Workshop Item Item not available online. (20 October 2003)
	Haptic dancing: human performance at haptic decoding with a vocabulary Sommer Gentry and Roderick Murray-Smith Conference or Workshop Item (October 2003)
	Utilisation de LSA comme première étape pour la classification des termes d'un corpus spécialisé Mathieu Roche and Yves Kodratoff Conference or Workshop Item Item not available online. (October 2003)
	Support vector machine for the simultaneous approximation of a function and its derivative Marcelino Lazaro, Ignacio Santamaria, Fernando Perez-Cruz and Antonio Artes-Rodriguez Conference or Workshop Item Item not available online. (September 2003)
	Semi-Supervised Learning with Explicit Misclassification Modeling Massih Amini and Patrick Gallinari Conference or Workshop Item (09 August 2003)
	Multi-class support vector machines: a new approach Jeronimo Arenas-Garcia and Fernando Perez-Cruz Conference or Workshop Item Item not available online. (02 April 2003)
	Improving Face Authenticaion using Virtual Samples Norman Poh and Samy Bengio Conference or Workshop Item (April 2003)
	Kernel methods and their applications to signal processing Olivier Bousquet and Fernando Perez-Cruz Conference or Workshop Item Item not available online. (March 2003)
	Derivative observations in Gaussian Process models of dynamic systems E Solak, R. Murray-Smith, W. Leithead and D. Leith Conference or Workshop Item (February 2003)
	A belief network based generative model for structured documents Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)
	A linear Algebra Approach to Systems of Polynomial Equations with Applications to Digital Communications Jerome Lebrun and Pierre Comon Conference or Workshop Item Item availablity restricted. (2003)
	Blind Identification of Complex Under-Determined Mixtures based on the Characteristic Function Pierre Comon and Myriam Rajih Conference or Workshop Item Item availablity restricted. (2003)
	Blind Identification of Under-determined Complex Mixtures of Independent Sources Pierre Comon and Myriam Rajih Conference or Workshop Item (2003)
	Blind Identification of Underdetermined Mixtures based on the Hexacovariance Laurent Albera, Pierre Comon, Pascal Chevalier and Anne Ferreol Conference or Workshop Item (2003)
	Expectation propagation for infinite mixtures Thomas P Minka and Zoubin Ghahramani Conference or Workshop Item (2003)
	Structured Multimedia Document Classification Ludovic Denoyer, Patrick Gallinari, Jean-Noel Vittaut, Sylvie Brunesseaux and Stephan Brunesseaux Conference or Workshop Item (2003)
	Un modèle Statistique pour la classification de Documents Structurés Trang Vu, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)
	Using Belief Networks and Fisher Kernels for Structured Document Classification Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item (2003)
	{Dimension-independent convergence rate for non-isotropic (1,\lambda)-ES Anne Auger, Claude LeBris and Marc Schoenauer Conference or Workshop Item (2003)

Monograph

	On Boolean combinations of definitive classifiers Martin Anthony Monograph Item not available online. (December 2003)
	The influence of opposite examples and randomness on the generalization complexity of Boolean functions Leonardo Franco and Martin Anthony Monograph Item not available online. (December 2003)
	The kernel mutual information Arthur Gretton, Ralf Herbrich and Alex Smola Monograph (16 April 2003)
	Bayesian Classifier Combination Zoubin Ghahramani and Hyun-Chul Kim Monograph (2003)

Other

Adjusted Viterbi training Alexey Koloydenko and Jüri Lember Other (December 2003)

Thesis

Extraction de Connaissances dans des Données Numériques et Textuelles Jérome Azé Thesis (16 December 2003)

This list was generated on Fri Aug 29 09:23:09 BST 2008.