PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2006

Article

Statistical estimation via model selection Lucien Birgé Article Item not available online. (18 December 2006)
Evolutionary Robotics, Anticipation and the Reality Gap Cedric Hartland and Nicolas Bredeche Article Item not available online. (December 2006)
Fast stochastic optimization for articulated structure tracking Matthieu Bray, Esther Koller-Meier, Nicol Schraudolph, Luc Van Gool and Luc Van Gool Article (December 2006)
Redundancy of the Context-tree Weighting Method on Renewal and Markov Renewal Processes Aurelien Garivier Article (December 2006)
The Evolution of Mammalian Gene Families Jeffery Demuth, Tijl De Bie, Jason Stajich, Nello Cristianini and Matthew Hahn Article Item not available online. (December 2006)
Renyi Entropy of Marginal distributions Peter Harremoes and Christophe Vignat Article (14 November 2006)
Learning Based Summarization of XML Documents Massih Amini, Anastasios Tombros, Nicolas Usunier and Mounia Lalmas Article (03 November 2006)
Accelerated EM-based clustering of large data sets Jakob Verbeek, Nikos Vlassis and Jan Nunnink Article Item not available online. (November 2006)
Discriminative Learning can Succeed where Generative Learning Fails Phil Long, Rocco Servedio and Hans Simon Article Item availablity restricted. (November 2006)
Face Recognition Using 3-D Models: Pose and Illumination Sami Romdani, Jeff Ho, Thomas Vetter and David Kriegman Article Item not available online. (November 2006)
Graph embedding using tree edit-union. Andrea Torsello and Edwin Hancock Article Item not available online. (30 October 2006)
Nature-Inspiration on Kernel Machines: Data Mining for Continuous and Discrete Variables Francisco Ruiz, Cecilio Angulo and Núria Agell Article Item availablity restricted. (09 October 2006)
Hannan consistency in on-line learning in case of unbounded losses under partial monitoring Chamy Allenberg, Peter Auer, Laszlo Györfi and György Ottucsak Article Item not available online. (07 October 2006)
Spectral Norm in Learning Theory: Some Selected Topics Hans Simon Article (06 October 2006)
Band Selection for Hyperspectral Image Classification using Mutual Information Baofeng Guo, Steve Gunn, Bob Damper and James Nelson Article Item not available online. (October 2006)
Complexity of the Minimum Cost Homomorphism Problem for Semicomplete Digraphs with Possible Loops EJ Kim and G Gutin Article (October 2006)
Consistency of the unlimited BIC Context Tree Estimator Aurelien Garivier Article (October 2006)
Excitatory Multimodal Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and Stephen Hughes Article (October 2006)
Gaussian fields for semi-supervised regression and correspondence learning Jakob Verbeek and Nikos Vlassis Article Item not available online. (October 2006)
Learning Multiplicity Tree Automata Amauri Habrard and Jose Oncina Article (October 2006)
Maximal width learning of binary functions Martin Anthony and Joel Ratsaby Article Item not available online. (October 2006)
On the Complexity of Working Set Selection Hans Simon Article Item availablity restricted. (October 2006)
On the generalization error of fixed combinations of classifiers Martin Anthony Article Item not available online. (October 2006)
Risk bounds for statistical learning Pascal Massart and Elodie Nédélec Article (October 2006)
Superior Multi-class Classification through Margin-Optimized Single Binary Problem Ran El-Yaniv, Dmitry Pechyony and Elad Yom-Tov Article (October 2006)
Unlimited Vocabulary Speech Recognition with Morph Language Models Applied to Finnish Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja and Janne Pylkkönen Article Item not available online. (October 2006)
Variational Bayesian analysis for hidden Markov models Clare Anne McGrory and Mike Titterington Article (October 2006)
Identification of diagnostic markers for tuberculosis by proteomic fingerprinting of serum D. Agranoff, D. Fernandez-Reyes, M. C. Papadopoulos, Sergio Rojas, Mark Herbster, A. Loosemore, E. Tarelli, J. Sheldon, A. Schwenk, R. Pollok, C. F. J. Rayner and S. Krishna Article Item not available online. (14 September 2006)
Approximating rate-distortion graphs of individual data: Experiments in lossy compression and denoising Steven de Rooij and Paul Vitányi Article Item not available online. (06 September 2006)
Computational aspects of feedback in neural circuits Wolfgang Maass, Prashant Joshi and E. D. Sontag Article Item not available online. (06 September 2006)
A bayesian approach for adaptive BCI classification Motoaki Kawanabe, Matthias Krauledat and Benjamin Blankertz Article (September 2006)
An algorithm for a real vehicle routing problem with time constraints Blaž Zmazek Article Item not available online. (September 2006)
Analytical travel time models for multi aisle automated storage and retrieval systems Blaž Zmazek, Janez Kramberger, Matej Borovinšek, Iztok Potrč, Tone Lehrer and Matjaž Šraml Article Item not available online. (September 2006)
Blind Identification of Under-Determined Mixtures based on the Characteristic Fucntion Pierre Comon and Myriam Rajih Article Item availablity restricted. (September 2006)
Data mining, data fusion, and information management John Shawe-Taylor, Tijl De Bie and Nello Cristianini Article Item not available online. (September 2006)
Efficient variant of algorithm FastICA for independent component analysis attaining the Cramer-Rao lower bound. Petr Tichavsky, Zbynek Koldovski and Erkki Oja Article Item not available online. (September 2006)
Gene expression modeling through positive Boolean functions Francesca Ruffino, Marco Muselli and Giorgio Valentini Article (September 2006)
Importance-Weighted Cross-Validation for Covariate Shift Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege and Klaus-Robert Müller Article (September 2006)
Is the locus of control of reinforcement a predictor of brain-computer interface performance? Wenke Burde and Benjamin Blankertz Article (September 2006)
Learning and clean-up in a large scale music database Lars Kai Hansen, Tue Lehn-Schiøler, T Petersen, J Arenas-Garcia, Jan Larsen and S Jensen Article Item not available online. (September 2006)
Linear Programming Relaxations and Belief Propagation - an Empirical Study Chen Yanover, Talya Meltzer and Yair Weiss Article (September 2006)
On appearance based face and facial action tracking Fadi Dornaika and Franck Davoine Article Item not available online. (September 2006)
Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps Norman Poh and Samy Bengio Article (September 2006)
The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Michael Schroeder, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller Article (September 2006)
Toward non-invasive brain-computer interfaces Klaus-Robert Müller and Benjamin Blankertz Article Item not available online. (September 2006)
Majority constraints have bounded pathwidth duality Victor Dalmau and Andrei Krokhin Article (10 August 2006)
The Berlin Brain-Computer Interface: Machine learning based detection of user specific brain states Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio and Klaus-Robert Müller Article (August 2006)
Automatically profiling the author of an anonymous text Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article Item not available online. (31 July 2006)
A Riemannian approach to graph embedding Antonio Robles-Kelly and Edwin Hancock Article Item not available online. (20 July 2006)
Integrating structured biological data by Kernel Maximum Mean Discrepancy K Borgwardt, Arthur Gretton, M Rasch, H.-P. Kriegel, Bernhard Schölkopf and Alex Smola Article (15 July 2006)
Adaptive goodness-of-fit tests in a density model Magalie Fromont and Béatrice Laurent Article Item availablity restricted. (01 July 2006)
Application of closed itemset mining for class labeled data in functional genomics Petra Kralj, Ana Grubesic, Kristina Gruden, Nada Lavrac and Gemma Casas-Garriga Article (July 2006)
Fast SDP relaxations of graph cut clustering, transduction, and other combinatorial problems Tijl De Bie and Nello Cristianini Article Item not available online. (July 2006)
Large Scale Multiple Kernel Learning Sören Sonnenburg, Gunnar Raetsch, Christin Schaefer and Bernhard Schölkopf Article (July 2006)
Minimum Cost Homomorphisms to Semicomplete Bipartite Digraphs G Gutin, A Rafiey and A Yeo Article (July 2006)
Structured Prediction, Dual Extragradient and Bregman Projections Ben Taskar, Simon Lacoste-Julien and Michael I. Jordan Article (July 2006)
Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition Ron Begleiter and Ran El-Yaniv Article (July 2006)
Worst-case analysis of selective sampling for linear-threshold algorithms Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (July 2006)
Closed Sets for Labeled Data Gemma Casas-Garriga, Petra Kralj and Nada Lavrac Article (30 June 2006)
Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering Andrea Torsello, Antonio Robles-Kelly and Edwin Hancock Article Item not available online. (15 June 2006)
Teaching machine learning from examples Isabelle Guyon, Jiwen Li, Theodor Mader, Patrick Pletscher, Georg Schneider and Markus Uhr Article (11 June 2006)
Estimating the intensity of a random measure by histogram type estimators Lucien Birgé and Yannick Baraud Article Item not available online. (06 June 2006)
Step Size Adaptation in Reproducing Kernel Hilbert Space S V N Vishwanathan, Nicol Schraudolph and Alex Smola Article Item not available online. (June 2006)
A new lower-bound for the maximin redundancy in pattern coding Aurelien Garivier Article (June 2006)
DNA copy number amplification profiling of human neoplasms S. Myllykangas, J. Himberg, T. Böhling, B. Nagy, Jaakko Hollmen and S. Knuutila Article Item availablity restricted. (June 2006)
Estimation of the reaction efficiency in Polymerase Chain Reaction Nadia Lalam Article Item availablity restricted. (June 2006)
Mixture regression for covariate shift Amos Storkey and Masashi Sugiyama Article Item not available online. (June 2006)
The Wikipedia XML Corpus Ludovic Denoyer and Patrick Gallinari Article Item not available online. (June 2006)
Résumé Automatique de Texte avec un Algorithme d'Ordonnacement Nicolas Usunier, Massih Amini and Nicolas Usunier Article (11 May 2006)
Model selection by bootstrap penalization for classification Magalie Fromont Article Item not available online. (09 May 2006)
Inferring transcriptional module networks from ChIP-chip-, motif- and microarray data Karen Lemmens, Thomas Dhollander, Tijl De Bie, Pieter Monsieurs, Kristof Engelen, Joris Winderickx, Bart De Moor and Kathleen Marchal Article Item not available online. (05 May 2006)
Frequency-Based Views to Pattern Collections Taneli Mielikäinen Article (01 May 2006)
A new PAC bound for intersection-closed concept classes Peter Auer and Ronald Ortner Article (May 2006)
Consistency and convergence rates of one-class SVMs and related algorithms Regis Vert and Jean-Philippe Vert Article Item not available online. (May 2006)
On Data and Parameter Estimation Using the Variational Bayesian EM-algorithm for Block-fading Frequency-selective MIMO Channels Lars Christensen and Jan Larsen Article (May 2006)
The effect of artifacts on dependence measurement in fMRI. Arthur Gretton, A Belitski, Y Murayama, Bernhard Schölkopf and N Logothetis Article (May 2006)
The Importance of Neutral Examples for Learning Sentiment Moshe Koppel and Jonathan Schler Article (May 2006)
The Influence of Oppositely Classified Examples on the Generalization Complexity of Boolean Functions Leonardo Franco and Martin Anthony Article Item not available online. (May 2006)
Learning Deterministic Context Free Grammars: The Omphalos Competition Alexander Clark Article Item not available online. (13 April 2006)
Two-microphone Separation of Speech Mixtures Michael Syskind Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems Article Item not available online. (02 April 2006)
Head and Facial Action Tracking: Comparison of two robust approaches Romain Herault, Franck Davoine and Yves Grandvalet Article Item availablity restricted. (April 2006)
Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation Mikkel Schmidt and Morten Mørup Article (April 2006)
On a new correlation coefficient, its orthogonal decomposition and associated tests of independence Wicher Bergsma Article (April 2006)
Simultaneous Object Recognition and Segmentation from Single or Multiple Model Views Vittorio Ferrari, Tinne Tuytelaars and Luc Van Gool Article (April 2006)
The behavior of the NPMLE of a decreasing density near the boundaries of the support Vladimir Kulikov and Hendrik Lopuhaa Article Item not available online. (April 2006)
Using diversity of errors for selecting members of a committee classifier Matti Aksela and Jorma Laaksonen Article Item not available online. (April 2006)
Visualizing Gene Interaction Graphs with Local Multidimensional Scaling Jarkko Venna and Samuel Kaski Article (April 2006)
CAFE: a computational tool for the study of gene family evolution Tijl De Bie, Nello Cristianini, Jeffery Demuth and Matthew Hahn Article Item not available online. (16 March 2006)
Context-based Segmentation of Image Sequences Jacob Goldberger and Hayit Greenspan Article (01 March 2006)
Error exponents in AR order testing Stephane Boucheron and Elisabeth Gassiat Article (March 2006)
Learning Interpretable SVMs for Biological Sequence Classification Gunnar Raetsch, Sören Sonnenburg and Christin Schaefer Article (March 2006)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (March 2006)
Selection of generative models in Classification Guillaume Bouchard and Gilles Celeux Article Item not available online. (March 2006)
Variational learning for Gaussian mixtures Nicholaos Nasios and Adrian Bors Article (March 2006)
Database, Protocols and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication Norman Poh and Samy Bengio Article (February 2006)
Multi-classification by using tri-class svm Cecilio Angulo, Francisco Ruiz, Luis Gonzalez and Juan Antonio Ortega Article Item not available online. (February 2006)
New Methods for Attribution of Rabbinic Literature Moshe Koppel, Navot Akiva and Mughaz Dror Article Item not available online. (February 2006)
On transforming statistical models for non-frontal face verification Conrad Sanderson, Samy Bengio and Yongsheng Gao Article Item not available online. (February 2006)
Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods Kai Puolamäki, Mikael Fortelius and Heikki Mannila Article Item not available online. (February 2006)
Some approaches to improve tree-based nearest neighbour search algorithms. E. Gómez-Ballester, Luisa Mico and Jose Oncina Article Item not available online. (February 2006)
Some Discriminant-based PAC Algorithms Paul Goldberg Article (February 2006)
Fast stochastic optimization for articulated structure tracking Matthieu Bray, Esther Koller-Meier, Nicol Schraudolph and Luc Van Gool Article (30 January 2006)
Contour evolution scheme for variational image segmentation and smoothing Sasan Mahmoodi and Bayan Sharif Article Item not available online. (24 January 2006)
Geometrical-based algorithm for variational segmentation and smoothing of vector-valued images Sasan Mahmoodi and Bayan Sharif Article Item not available online. (24 January 2006)
Uniform convergence of adaptive graph-based regularization Matthias Hein Article Item availablity restricted. (22 January 2006)
On the smallest possible dimension and the largest possible margin of linear arrangements representing given concept classes Juergen Forster and Hans Simon Article Item not available online. (18 January 2006)
Variational Approximations in Bayesian Model Selection for Finite Mixture Distributions Clare Anne McGrory and Mike Titterington Article (05 January 2006)
Discretization Error Analysis for Tikhonov Regularization de vito ernesto, rosasco lorenzo and caponnetto andrea Article Item not available online. (January 2006)
Clustering via Kernel Decomposition Anna Szymkowiak-Have, Mark Girolami and Jan Larsen Article (January 2006)
Discriminative Learning of Max-Sum Classifiers Vojtech Franc and Bogdan Savchynskyy Article (January 2006)
In Search of Non-Gaussian Components of a High-Dimensional Distribution Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Article (January 2006)
Jammer suppression in DS-CDMA arrays using independent component analysis Karthikesh Raju, Tapani Ristaniemi, Juha Karhunen and Erkki Oja Article Item not available online. (January 2006)
Machine Learning Can Improve Prediction of Severity in Acute Pancreatitis using Admission Values of APACHE II Score and C-Reactive Protein. Callum Pearce, Steve Gunn, Adil Ahmed and Colin Johnson Article Item not available online. (January 2006)
On Regularization Algorithms in Learning Theory f. bauer, s. pereverzev and l. rosasco Article Item not available online. (January 2006)
Probabilistic Melodic Harmonization Jean-Francois Paiement, Douglas Eck and Samy Bengio Article (January 2006)
Recovering 3D Human Pose from Monocular Images Ankur Agarwal and William Triggs Article (January 2006)
Recovering 3D human pose from monocular images Ankur Agarwal and William Triggs Article Item availablity restricted. (January 2006)
Rule-based learning systems for support vector machines Haydemar Nuñez, Cecilio Angulo and Andreu Catala Article Item not available online. (January 2006)
Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees Mika Sulkava, Jarkko Tikka and Jaakko Hollmen Article Item availablity restricted. (January 2006)
Two logical hierarchies of optimization problems over the real numbers Klaus Meer and Uffe Flarup Article Item availablity restricted. (January 2006)
BCI Meeting 2005 - Workshop on BCI signal processing: Feature extraction and translation D McFarland, CW Anderson, Klaus-Robert Müller, A Schloegl and DJ Krusienski Article Item not available online. (2006)
Identifying Elementary Iterated Systems through Algorithmic Inference: the Cantor Set Example bruno apolloni and simone bassis Article Item not available online. (2006)
On the information and representation of non-euclidean pairwise data J Laub, Volker Roth, Joachim Buhmann and Klaus-Robert Müller Article Item not available online. (2006)
Probabilistic inference for solving discrete and continuous state Markov Decision Processes Marc Toussaint and Amos Storkey Article (2006)
Probabilistic inference for solving discrete and continuous state Markov Decision Processes Marc Toussaint and Amos Storkey Article (2006)
Translation invariant classification of non-stationary signals Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
A Bayesian framework for extracting human gait using strong prior knowledge Ziheng Zhou, Adam Prügel-Bennett and Robert I Damber Article (2006)
A Bayesian Perspective on Hypothesis Testing - comment on Killeen (2005) Peter Grünwald and Eric-Jan Wagenmakers Article Item not available online. (2006)
A Boolean Measure of Similarity Martin Anthony and Peter Hammer Article Item not available online. (2006)
A Bound on the Precision Required to Estimate a Boolean Perceptron from its Average Satisfying Assignment Paul Goldberg Article (2006)
A Classification EM Algorithm for Binned Data Allou Samé, Christophe Ambroise and Gérard Govaert Article Item not available online. (2006)
A Constructive Object Oriented Modeling Language for Information Systems Mario Ornaghi, Marco Benini, Mauro Ferrari, Camillo Fiorentini and Alberto Momigliano Article Item availablity restricted. (2006)
A Direct Method for Building Sparse Kernel Learning Algorithms Mingrui Wu, Bernhard Schölkopf and Gökhan Bakir Article Item not available online. (2006)
A distributed voting scheme to maximize preferences Peter Auer and Nicolò Cesa-Bianchi Article Item not available online. (2006)
A J-function for marked point patterns Marie-Colette van Lieshout Article Item not available online. (2006)
A Large Margin Algorithm for Speech and Audio Segmentation Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer and Dan Chazan Article Item availablity restricted. (2006)
A note on phase transition and computational pitfalls of learning from sequences Antoine Cornuéjols and Michele Sebag Article (2006)
A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription Guido Sanguinetti, Magnus Rattray and Neil Lawrence Article (2006)
A review of magnetic resonance imaging (MRI) compatible manipulators in surgery Haytham Elhawary, Alex Zivanovic, Brian Davies and Michael Lampe´rth Article Item not available online. (2006)
A Simple Algorithm for Mal'tsev Constraints Victor Dalmau and Andrei Bulatov Article (2006)
A Supervised Discretization Method for Quantitative and Qualitative Ordered Variables Francisco Ruiz, Cecilio Angulo and Núria Agell Article Item not available online. (2006)
Adaptive regularization of noisy linear inverse problems Lars Kai Hansen, Tue Lehn-Schiøler and K. H Madsen Article Item not available online. (2006)
Adaptive tests for periodic signal detection with applications to laser vibrometry Magalie Fromont and Céline Lévy-Leduc Article Item not available online. (2006)
An accurate and interpretable model for siRNA efficacy prediction Jean-Philippe Vert, Nicolas Foveau, Christian Lajaunie and Yves Vandenbrouck Article Item not available online. (2006)
An empirical study of MDL Model Selection with infinite parametric complexity Steven de Rooij and Peter Grünwald Article Item not available online. (2006)
An improved gradient projection-based decomposition technique for support vector machines Luca Zanni Article (2006)
An indefinite quadratic formulation for sparse vector optimization Dori Peleg and Ron Meir Article Item availablity restricted. (2006)
An optimal message routing algorithm for circulant networks Tomaž Dobravec, Janez Žerovnik and Borut Robič Article Item not available online. (2006)
Application of abductive ILP to learning metabolic network inhibition from temporal data A Tamaddoni-Nezhad, R Chaleil, A Kakas and S Muggleton Article Item not available online. (2006)
Applying Burnside's lemma to a one-dimmensional Escher problem Tomaž Pisanski, Doris Schattschneider and Brigitte Servatius Article Item not available online. (2006)
APRIORI-SD : adapting asociation rule learning to subgroup discovery Branko Kavsek and Mitja Jermol Article Item not available online. (2006)
ARTS: Accurate Recognition of Transcription Starts in Human Sören Sonnenburg, Alexander Zien and Gunnar Raetsch Article (2006)
Asshuku ni Motozuita Hanyou na Ruijido Sokuteihou (in Japanese) Paul Vitányi Article (2006)
Asymptotic behaviour of a family of gradient algorithms in R^d and Hilbert spaces Luc Pronzato, Henry Wynn and Anatoly Zhigljavsky Article Item not available online. (2006)
Automated structuring of company profiles Peter Ljubic, Nada Lavrac, Dunja Mladenić, Joel Plisson and Igor Mozetic Article Item not available online. (2006)
Automatic anatomical brain MRI segmentation combining label propagation and decision fusion R Heckemann, J Hajnal, P Aljabar, D Rueckert and A Hammers Article Item not available online. (2006)
Book review of "Imitation of life: How biology is inspiring computing" by Nancy Forbes Wolfgang Maass Article Item availablity restricted. (2006)
Bootstraping Complex Functions Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Article Item not available online. (2006)
Brain state differences between calibration and application session influence BCI classification accuracy Matthias Krauledat, Florian Losch and Gabriel Curio Article (2006)
Characterization of Lung tumor subtypes through gene expression cluster validity assessment Giorgio Valentini and Francesca Ruffino Article (2006)
Classification of Faces in Man and Machine Arnulf B.A. Graf, Felix A. Wichmann, Heinrich H. Bülthoff and Bernhard Schölkopf Article Item not available online. (2006)
Classifying EEG and ECoG signals without subject training for fast BCI implementation: Comparison of non-paralysed and completely paralysed subjects Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Barbara Wilhelm, Femke Nijboer, Ursula Mochty, Guido Widman, Christian Elger, Bernhard Schölkopf, Andrea Kübler and Niels Birbaumer Article (2006)
Clusterv: a tool for assessing the reliability of clusters discovered in DNA microarray data Giorgio Valentini Article Item not available online. (2006)
Coding on countably infinite alphabets Stephane Boucheron, Elisabeth Gassiat and Aurelien Garivier Article (2006)
Comparison of visualization methods for an atlas of gene expression data sets Jarkko Venna and Samuel Kaski Article (2006)
Continuous Time Markov Networks Tal El-Hay, Nir Friedman, Daphne Koller and Raz Kupferman Article (2006)
Convex Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Article Item not available online. (2006)
Cumulant varieties Giovanni Pistone and Henry Wynn Article Item not available online. (2006)
Data Analysis with fuzzy clustering methods Christian Döring, Marie-Jeanne Lesot and Rudolf Kruse Article Item not available online. (2006)
Data visualization during the early stages of drug discovery Dharmesh Maniyar and Ian Nabney Article Item not available online. (2006)
Dichotomy for Minimum Cost Graph Homomorphisms G. Gutin, P. Hell, A. Rafiey and A. Yeo Article (2006)
Discussion of V.Koltchinskii's 2004 IMS Medallion Lecture paper, "Local Rademacher complexities and oracle inequalities in risk minimization" Gilles Blanchard and Pascal Massart Article (2006)
Dual unification of bi-class support vector machine formulations Luis Gonzalez, Cecilio Angulo, Francisco Velasco and Andreu Catala Article Item not available online. (2006)
Dutch plural inflection: The exception that proves the analogy Emmanuel Keuleers, Dominiek Sandra, Walter Daelemans, Steven Gillis, Gert Durieux and Evelyn Martens Article Item not available online. (2006)
EEG-based control of reaching to visual targets Florin Popescu, Yakob Badower, Siamac Fazli, Guido Dornhege and Klaus-Robert Müller Article (2006)
Efficient dense stereo with occlusions for new-view-synthesis by four-state dynamic programming A. Criminisi, J. Shotton, A. Blake, C. Rother and Philip Torr Article (2006)
Efficient semi-parametric estimation of the periods in a superposition of periodic functions with unknown shape Elisabeth Gassiat and Celine Levy-Leduc Article (2006)
Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words Dmitry Davidov and Ari Rappoport Article Item not available online. (2006)
Embedding Sample Points Uncertainty Measures in Learning Algorithms Dario Malchiodi Article Item not available online. (2006)
Enhancing the Signal-to-Noise Ratio of ICA-Based Extracted ERPs S Lemm, G Curio, Y Hlushuk and Klaus-Robert Müller Article Item not available online. (2006)
Error exponents for AR order testing Elisabeth Gassiat and Stephane Boucheron Article (2006)
Estimation de signaux par noyaux d'ondelettes Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Exceeding human limits S Muggleton Article Item not available online. (2006)
Existence of sparsely supported correlated equilibria Fabrizio Germano and Gábor Lugosi Article (2006)
Exploratory analysis of climate data using source separation methods Alexander Ilin, Harri Valpola and Erkki Oja Article Item not available online. (2006)
Extracting motion primitives from natural handwriting data Benjamin Williams, Mark Toussaint and Amos Storkey Article Item not available online. (2006)
Extracting motion primitives from natural handwriting data Benjamin Williams, Marc Toussaint and Amos Storkey Article Item not available online. (2006)
Fast Support Vector Machine Classification using linear SVMs Karina Zapien, Janis Fehr and Hans Burkhardt Article (2006)
Fault-diameter of Cartesian graph bundles Iztok Banič and Janez Žerovnik Article Item not available online. (2006)
Functional classification with margin conditions Magalie Fromont and Christine Tuleau Article Item not available online. (2006)
Fuzzy Clustering to estimate the parameters of block mixture models Gérard Govaert and Mohamed Nadif Article Item not available online. (2006)
Gaussian process functional regression modelling for batch data J. Q. Shi, B. Wang, Roderick Murray-Smith and Mike Titterington Article Item not available online. (2006)
Human action recognition with spatiotemporal salient points A Oikonomopoulos, I Patras and M Pantic Article Item not available online. (2006)
Identifying interactions in mixed and noisy complex systems Guido Nolte, Frank Meinecke, Andreas Ziehe and Klaus-Robert Müller Article Item not available online. (2006)
Identifying interactions in mixed and noisy complex systems Guido Nolte, Andreas Ziehe, Frank Meinecke and Klaus-Robert Müller Article Item availablity restricted. (2006)
Improved Second-Order Bounds for Prediction with Expert Advice Nicolò Cesa-Bianchi, Yishay Mansour and Gilles Stoltz Article (2006)
Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (2006)
Incremental Support Vector Learning: Analysis, Implementation and Applications P Laskov, C Gehl, S Krueger and Klaus-Robert Müller Article Item not available online. (2006)
Induction of Cross-Language Affix and Letter Sequence Correspondence Ari Rappoport and Tsahi Levent-Levi Article Item not available online. (2006)
Inferring biological networks with output kernel trees Pierre Geurts, Nizar Touleimat, Marie Dutreix and Florence d'Alché-Buc Article Item availablity restricted. (2006)
Integrating structured biological data by Kernel Maximum Mean Discrepancy Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola Article Item not available online. (2006)
Kernel Basis Pursuit Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Kernel extrapolation S V N Vishwanathan, K. M. Borgwardt, Omri Guttman and Alex Smola Article (2006)
Kernel methods and the exponential family Stéphane Canu and Alex Smola Article (2006)
Large scale multiple kernel learning Sören Sonnenburg, Gunnar Raetsch, Christin Schaefer and Bernhard Schölkopf Article Item not available online. (2006)
Learning nonlinear image manifolds by global alignment of local linear models Jakob Verbeek Article Item not available online. (2006)
Learning Stochastic Edit Distance: application in handwritten character recognition Jose Oncina and Marc Sebban Article (2006)
Linear State-space Models for Blind Source Separation R. K. Olsson and L. K. Hansen Article Item not available online. (2006)
Local importance sampling: a novel technique to enhance particle filtering P Torma and Csaba Szepesvari Article Item not available online. (2006)
Local likelihood density estimation based on smooth truncation Pedro Delicado Article (2006)
Local multidimensional scaling Jarkko Venna and Samuel Kaski Article (2006)
Local tail bounds for functions of independent random variables Luc Devroye and Gábor Lugosi Article (2006)
Mathematical applications of inductive logic programming Colton S and Muggleton S Article Item not available online. (2006)
Meaningful Information Paul Vitányi Article Item not available online. (2006)
Mixture model approach for acoustic emission control of cylindrical pressure vessels Hani Hamdan and Gérard Govaert Article Item not available online. (2006)
Model selection via testing: an alternative to (penalized) maximum likelihood estimators Lucien Birgé Article Item not available online. (2006)
Model-based cluster and discriminant analysis with the MIXMOD software Christophe Biernacki, Gilles Celeux, Gérard Govaert and Florent Langrognet Article Item not available online. (2006)
Model-based Design Analysis and Yield Optimization Tobias Pfingsten, Daniel Herrmann and Carl Edward Rasmussen Article Item not available online. (2006)
Model-based hand tracking using a hierarchical bayesian filter B. Stenger, A. Thayananthan, Philip Torr and R. Cipolla Article (2006)
Neurally plausible, non-combinatorial iterative independent process analysis András Lorincz and Zoltan Szabo Article Item availablity restricted. (2006)
Nonparametric kernel-based sequential investment strategies Laszlo Gyorfi, Gábor Lugosi and Frederic Udina Article (2006)
Note on Upper Bounds for TSP Domination Number Gregory Gutin, Angela Koller and Anders Yeo Article (2006)
On domination numbers of graph bundles Blaž Zmazek and Janez Žerovnik Article Item not available online. (2006)
On-line differentiation of neuroelectric activities: algorithms and applications Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Schroeder, Gabriel Curio and Klaus-Robert Müller Article (2006)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (2006)
Optimal Estimation for Large-Eddy Simulation of Turbulence and application to the analysis of subgrid models Antoine Moreau, Olivier Teytaud and J.-P. Bertoglio Article (2006)
Optimal on-line bin packing with two item sizes Gregory Gutin, Tommy Jensen and Anders Yeo Article (2006)
Optimal on-line bin packing with two item sizes Gregory Gutin, Tommy Jensen and Anders Yeo Article (2006)
Optimizing amino acid substitution matrices with a local alignment kernel Hiroto Saigo, Jean-Philippe Vert and Tatsuya Akutsu Article (2006)
Parallel software for training large scale support vector machines on multiprocessor systems Luca Zanni, Thomas Serafini and Gaetano Zanghirati Article (2006)
Perception d'états affectifs et apprentissage Gaëlle Loosli, Sang-Goog Lee, Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Perfect simulation for length-interacting polygonal Markov fields in the plane Marie-Colette van Lieshout and T. Schreiber Article Item not available online. (2006)
Perfect simulation for marked point processes Marie-Colette van Lieshout and R.S. Stoica Article Item not available online. (2006)
Performance analysis of the FAstICA algorithm and Cramer-Rao lower bounds for linear independent component analysis Petr Tichavsky, Zbynek Koldovski and Erkki Oja Article Item not available online. (2006)
Phase Transitions and Symmetry Breaking in Genetic Algorithms with Crossover Alex Rogers, Adam Prügel-Bennett and Nick Jennings Article (2006)
Prédiction randomisée de suites individuelles Gábor Lugosi Article (2006)
Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities Guido Sanguinetti, Neil Lawrence and Magnus Rattray Article (2006)
Propagating Uncertainty in Microarray Data Analysis Magnus Rattray, Xuejun Liu, Guido Sanguinetti, Marta Milo and Neil Lawrence Article Item not available online. (2006)
Propositionalization-based relational subgroup discovery with RSD Filip Zelezni and Nada Lavrac Article Item not available online. (2006)
Randomized maps for assessing the reliability of patients clusters in DNA microarray data analyses Alberto Bertoni and Giorgio Valentini Article (2006)
Regret minimization under partial monitoring Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (2006)
Reinforcement learning, spike time dependent plasticity and the BCM rule Dorit Baras and Ron Meir Article (2006)
Self-organizing map visualizing conditional quantile functions with multidimensional covariates Timo Similä Article Item not available online. (2006)
Size-Density Spectra and their Application to Image Classifcation Igor Zingman, Ron Meir and Ran El-Yaniv Article (2006)
Slope modified confidence bands for a simple linear regression model A.J. Hayter, Henry Wynn and W Liu Article Item not available online. (2006)
Sparse NonGaussian Component Analysis, {\em IEEE Trans. on Inf. Theory E. Diederichs, A. Juditsky and V. Spokoiny Article Item not available online. (2006)
State-space models - from the EM algorithm to a gradient approach R. K. Olsson, K. B. Petersen and T. Lehn-Schiøler Article Item not available online. (2006)
Subgroup discovery : an experiment in functional genomics Mitja Jermol and Dragan Gamberger Article Item not available online. (2006)
SVD-matching using SIFT features Elisabetta Delponte, Francesco Isgro`, Francesca Odone and Alessandro Verri Article Item not available online. (2006)
Temporal Feature Integration for Music Genre Classification Anders Meng, Peter Ahrendt, Jan Larsen and Lars Kai Hansen Article Item not available online. (2006)
The BCI competition III: Validating alternative approachs to actual BCI problems. Benjamin Blankertz, Klaus-Robert Müller, Dean Krusienski, Gerwin Schalk, Jonathan Wolpaw, Alois Schlögl, Gert Pfurtscheller, José del R Millán, Michael Schroeder and Niels Birbaumer Article (2006)
The Berlin Brain-Computer Interface: EEG-based communication without subject training Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Volker Kunzmann, Florian Losch and Gabriel Curio Article (2006)
The Evolving Tree - Analysis and Applications Jussi Pakkanen, Jukka Iivarinen and Erkki Oja Article Item not available online. (2006)
The influence of oppositely classified examples on the generalization complexity of Boolean functions Leonardo Franco and Martin Anthony Article Item not available online. (2006)
The pharmacophore kernel for virtual screening with support vector machines Pierre Mahé, Liva Ralaivola, Véronique Stoven and Jean-Philippe Vert Article Item not available online. (2006)
The pharmacophore kernel for virtual screening with support vector machines Pierre Mahé, Liva Ralaivola, Véronique Stoven and Jean-Philippe Vert Article Item not available online. (2006)
Towards Adaptive Classification for BCI Pradeep Shenoy, Matthias Krauledat, Benjamin Blankertz, Rajesh P. N. Rao and Klaus-Robert Müller Article Item not available online. (2006)
Tracking the Best Hyperplane with a Simple Budget Perceptron Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Article (2006)
Typicality-based clustering Marie-Jeanne Lesot Article Item not available online. (2006)
Universal Consistency and Bloat in GP Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer Article (2006)
Universal parameter optimisation in games based on SPSA L Kocsis and Csaba Szepesvari Article (2006)
User authentication via adapted statistical models of face images Fabien Cardinaux, Conrad Sanderson and Samy Bengio Article (2006)
User Authentication via Adapted Statistical Models of Face Images Fabien Cardinaux, Conrad Sanderson and Samy Bengio Article Item not available online. (2006)
Watermarking mesh-based representations of 3-D objects using local moments Adrian G Bors Article (2006)

Book

New Methods in Machine Learning: Theory and Applications Book Item not available online. (December 2006)
Baron Jurij Vega and His Times: celebrating 250 years Tomaž Pisanski, Boris Horvat, Matevž Košir, Primož Lukšic, Alen Orbanic and Marko Boben Book Item not available online. (30 November 2006)
Pascal Workshop, Complex Objects Visualization 2005 - COV2005, Proceedings Tomaž Pisanski, Boris Horvat, Janez Žerovnik, Dunja Mladenić, Marko Grobelnik, Tina Anžič and Smiljana Škvarč Book Item not available online. (23 November 2006)
Proceedings of IEEE Machine Learning for Signal Processing Workshop XVI Book Item not available online. (September 2006)
Semi-Supervised Learning Book Item not available online. (September 2006)
Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment Book Item not available online. (July 2006)
Probabilistic Modeling and Machine Learning in Structural and Systems Biology Book Item not available online. (15 June 2006)
Learning Theory, 19th Annual Conference on Learning Theory, COLT 2006, Carnegie Mellon University, Pittsburgh, Pennsylvania, June 22-25, 2006, Proceedings Book (June 2006)
Subspace, Latent Structure and Feature Selection, Statistical and Optimization Perspectives Book Item not available online. (20 May 2006)
Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling Book Item not available online. (May 2006)
Evaluating Predictive Uncertainty, Visual Objects Classification and Recognising textual entailment : selected proceedings of the First PASCAL Machine Learning Challenges Workshop. Book Item not available online. (26 April 2006)
Pattern Recognition: Proceedings of DAGM 2006 Book Item not available online. (2006)
Advances in Neural Information Processing Systems 18. Proceedings of the 2005 Conference Book Item not available online. (2006)
Class-specific subspace discriminant analysis for high-dimensional data Charles BOUVEYRON, Stephane Girard and Cordelia Schmid Book Item not available online. (2006)
Feature Extraction: Foundations and Applications Book Item not available online. (2006)
Gaussian Processes for Machine Learning Carl Edward Rasmussen and Christopher Williams Book Item not available online. (2006)
Machine Learning for Multimodal Interaction: Second International Workshop, MLMI'2005 Book (2006)
Prediction, Learning, and Games Nicolò Cesa-Bianchi and Gábor Lugosi Book Item not available online. (2006)
Probabilistic Modeling and Machine Learning in Structural and Systems Biology Book Item not available online. (2006)
Semi-Supervised Learning Book Item not available online. (2006)
Subspace, Latent Structure and Feature Selection techniques Book Item not available online. (2006)

Book Section

Focusing keywords to automatically extracted image segments using self-organising maps Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (15 November 2006)
Approximation Methods for Gaussian Process Regression Joaquin Quinonero Candela, Carl Edward Rasmussen and Christopher Williams Book Section Item not available online. (09 November 2006)
A comparison of statistical approaches to symbolic genre recognition Carlos Pérez-Sancho, Pedro J. Ponce de León and José Iñesta Book Section (November 2006)
An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics Justin Bedo, Conrad Sanderson and Adam Kowalczyk Book Section (November 2006)
Eye localization: a survey Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Book Section Item availablity restricted. (October 2006)
How Many Query Superpositions Are Needed to Learn? Jorge Castro Book Section (October 2006)
Support Vector Machines for color adjustment in automotive basecoat Francisco Ruiz, Cecilio Angulo and Núria Agell Book Section Item not available online. (October 2006)
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path András Antos, Csaba Szepesvari and Rémi Munos Book Section Item availablity restricted. (29 September 2006)
Analysis of Fast Input Selection: Application in Time Series Prediction Jarkko Tikka, Amaury Lendasse and Jaakko Hollmen Book Section Item availablity restricted. (01 September 2006)
Long-Term Prediction of Time Series Using State-Space Models Elia Liitiäinen and Amaury Lendasse Book Section Item availablity restricted. (01 September 2006)
BICA and Random Subspace ensembles for DNA microarray-based diagnosis B. Apolloni, G. Valentini and A. Brega Book Section (31 August 2006)
Brisk Kernel ICA S Jegelka and Arthur Gretton Book Section Item not available online. (August 2006)
A Lexical Alignment Model for Probabilistic Textual Entailment Ido Dagan, Oren Glickman and Moshe Koppel Book Section Item availablity restricted. (July 2006)
The PASCAL Recognising Textual Entailment Challenge Ido Dagan, Oren Glickman and Bernardo Magnini Book Section Item availablity restricted. (July 2006)
Comparing classification results between N-ary and binary problems Mary Felkin Book Section Item availablity restricted. (14 June 2006)
A Choice Model with Infinitely Many Latent Features Dilan Gorur, Frank Jäkel and Carl Edward Rasmussen Book Section (June 2006)
A Choice Model with Infinitely Many Latent Features Dilan Gorur, Frank Jäkel and Carl Edward Rasmussen Book Section (June 2006)
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning Peter Auer and Ronald Ortner Book Section Item not available online. (June 2006)
Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Book Section (31 May 2006)
A Feature Selection Methodology for Steganalysis Yoan Miche, Benoit Roue, Amaury Lendasse and Patrick Bas Book Section Item availablity restricted. (01 April 2006)
A sparse object category model for efficient learning and complete recognition Robert Fergus, Pietro Perona and Andrew Zisserman Book Section (2006)
A pragmatic Bayesian approach to predictive uncertainty Iain Murray and Ed Snelson Book Section Item not available online. (2006)
A Taxonomy for Semi-Supervised Learning Methods matthias seeger Book Section Item not available online. (2006)
Adapted vocabularies for generic visual categorization Florent Perronnin, Chris Dance, Gabriela Csurka and Marco Bressan Book Section Item not available online. (2006)
An introduction to feature extraction Isabelle Guyon and Andre Elisseeff Book Section (2006)
An object category specific MRF for segmentation Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Book Section (2006)
Analyzing a sustainability indicator by means of qualitative kernels Cecilio Angulo, Luis Gonzalez, Francisco Ruiz, Andreu Catala, Francisco Velasco and Nuria Agell Book Section Item not available online. (2006)
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction Guido Nolte, Andreas Ziehe, Frank Meinecke and Klaus-Robert Müller Book Section Item not available online. (2006)
Analyzing the structure of U.S. patents network Vladimir Batagelj, Nataša Kejžar, Simona Korenjak-Černe and Matjaž Zaveršnik Book Section Item not available online. (2006)
Association rule interestingness: measure and statistical validation Olivier Teytaud, Stéphane Lallich and Elie Prudhomme Book Section (2006)
Campbell and moment measures for finite sequential spatial processes Marie-Colette van Lieshout Book Section Item not available online. (2006)
Categorization in multiple category systems Jean-Michel Renders, Eric Gaussier, Cyril Goutte, Gabriela Csurka and Francois Pacull Book Section (2006)
Class-Specific Subspace Discriminant Analysis for High-Dimensional Data Charles Bouveyron, S. Girard and Cordelia Schmid Book Section Item not available online. (2006)
Classifier ensembles for genre recognition Pedro J. Ponce de León, José Iñesta and Carlos Pérez-Sancho Book Section (2006)
Classifying Event-Related Desynchronization in EEG, ECoG and MEG signals} Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Guido Widman, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Book Section (2006)
Combining a Filter Method with SVMs Thomas N. Lal, Olivier Chapelle and Bernhard Schölkopf Book Section Item not available online. (2006)
Data mining in medicine Nada Lavrac and Blaz Zupan Book Section Item not available online. (2006)
Dataset issues in object recognition Jean Ponce, T. Berg, Mark Everingham, D. Forsyth, Martial Hebert, S. Lazebnik, Marcin Marszalek, Cordelia Schmid, B. Russell, A. Torralba, Christopher Williams, Jianguo Zhang and Andrew Zisserman Book Section (2006)
Discrete Regularization Dengyong Zhou and Bernhard Schölkopf Book Section Item not available online. (2006)
Discrete versus probabilistic sequence classifiers for domain-specific entity chunking Sander Canisius, Antal van den Bosch and Walter Daelemans Book Section Item not available online. (2006)
Efficient search with tree-edit distance for melody recognition. D. Rizo, F. Moreno-Seco, José Iñesta and Luisa Mico Book Section Item not available online. (2006)
Emergence of semantics from multimedia databases Erkki Oja, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2006)
Enhancing human choice by information technologies Tanja Urbancic, Olga Stepankova and Nada Lavrac Book Section Item not available online. (2006)
Ensembles based on random projections to improve the accuracy of clustering algorithms Alberto Bertoni and Giorgio Valentini Book Section (2006)
Estimation et controle des performances en généralisation des réseaux de neurones Yann Guermeur and Olivier Teytaud Book Section (2006)
Face for Ambient Interface', Key Note Paper M Pantic Book Section Item not available online. (2006)
Feature Selection for Dimensionality Reduction Dunja Mladenić Book Section Item not available online. (2006)
Generic Visual Categorization Using Weak Geometry Gabriela Csurka, Chris Dance, Florent Perronnin and Jutta Willamowski Book Section Item not available online. (2006)
Image classification and retrieval with kernel methods Francesca Odone and Alessandro Verri Book Section Item not available online. (2006)
Inference of biological regulatory networks: machine learning approaches Florence d'Alché-Buc Book Section Item availablity restricted. (2006)
Kernel-based outlier preserving clustering with representativity coefficients Marie-Jeanne Lesot Book Section Item not available online. (2006)
Knowledge discovery for ontology construction Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2006)
Markovianity in space and time Marie-Colette van Lieshout Book Section (2006)
Multivariate Biomedical Signal Processing Iead Rezek Book Section (2006)
Parametric polynomial time perceptron rescaling algorithm Andriy Kharechko Book Section (2006)
Probabilistic automatic red eye detection and correction Jutta Willamowski and Gabriela Csurka Book Section Item not available online. (2006)
Relational subgroup discovery for descriptive analysis of microarray data Igor Trajkovski, Filip Zelezni, Jakub Tolar and Nada Lavrac Book Section Item not available online. (2006)
Resource modeling and analysis of regional public health care data by means of knowledge technologies Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek and Tadeja Kopac Book Section Item not available online. (2006)
Some improvements on NN based classifiers in metric spaces. F. Moreno-Seco, Luisa Mico and Jose Oncina Book Section Item not available online. (2006)
Stylogenetics: clustering-based stylistic analysis of literary corpora Kim Luyckx, Walter Daelemans and Edward Vanhoutte Book Section Item not available online. (2006)
Text mining - machine learning on document Dunja Mladenić Book Section Item not available online. (2006)
The 2005 PASCAL Visual Object Classes Challenge Mark Everingham, Andrew Zisserman, Christopher Williams, Luc Van Gool, Moray Allan, Chris Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyorgy Dorko, Stefan Duffner, Jan Eichhorn, Jason Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frederic Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos Storkey, Sandor Szedmak, William Triggs, Ilkay Ulusoy, Ville Viitaniemi and Jianguo Zhang Book Section (2006)
The quantitative theory of information Peter Harremoes and F. Topsoe Book Section (2006)
Visual classification of images by learning geometric appearances through boosting Martin Antenreiter, Christian Savu-Krohn and Peter Auer Book Section (2006)
Visualization of three- and four-part (sub)compositions with R Matevž Bren and Vladimir Batagelj Book Section Item not available online. (2006)

Conference or Workshop Item

A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov Processes Christopher Williams Conference or Workshop Item (09 December 2006)
Bayes Blocks: A Python Toolbox for Variational Bayesian Learning Antti Honkela, Markus Harva, Tapani Raiko, Harri Valpola and Juha Karhunen Conference or Workshop Item (09 December 2006)
Variational Bayes for Continuous-Time Nonlinear State-Space Models Antti Honkela, Matti Tornio and Tapani Raiko Conference or Workshop Item (09 December 2006)
Modelling transcriptional regulation using Gaussian processes Neil Lawrence, Guido Sanguinetti and Magnus Rattray Conference or Workshop Item (05 December 2006)
A DBN-based multi-level stochastic spoken language understanding system Fabrice Lefèvre Conference or Workshop Item Item not available online. (December 2006)
A DBN-based multi-level stochastic spoken language understanding system Fabrice Lefèvre Conference or Workshop Item Item not available online. (December 2006)
A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems David Barber and Bertrand Mesot Conference or Workshop Item (December 2006)
Bayesian Image Super-Resolution, Continued Lyndsey Pickup, David Capel, Stephen Roberts and Andrew Zisserman Conference or Workshop Item (December 2006)
Efficient Bidding Strategies for Simultaneous Cliff-Edge Environments Ron Katz and Sarit Kraus Conference or Workshop Item Item not available online. (December 2006)
EXIST : Exploitation/Exploration Inference for Statistical Software Testing Nicolas Baskiotis, Michele Sebag, Marie-Claude Gaudel and Sandrine Gouraud Conference or Workshop Item (December 2006)
Experimental Learning of Causal Models with Latent Variables Sam Maes, Stijn Meganck, Philippe Leray and Bernard Manderick Conference or Workshop Item (December 2006)
Exploration exploitation in Go: UCT for Monte-Carlo Go Sylvain Gelly and Yizao Wang Conference or Workshop Item (December 2006)
Information bottleneck optimization and independent component extraction with spiking neurons Stefan Klampfl, Robert Legenstein and Wolfgang Maass Conference or Workshop Item Item not available online. (December 2006)
Learning class-specific edges for object detection and segmentation Mukta Prasad, Andrew Zisserman, Andrew Fitzgibbon, Mudigonda Pawan Kumar and Philip Torr Conference or Workshop Item (December 2006)
Learning Class-specific Edges for Object Detection and Segmentation Mukta Prasad, Andrew Zisserman, Andrew Fitzgibbon, Pawan Kumar and Philip Torr Conference or Workshop Item Item availablity restricted. (December 2006)
OBJCUT for face detection Jonathan Rihan, Pushmeet Kohli and Philip Torr Conference or Workshop Item (December 2006)
Part-based Probabilistic Point Matching using Equivalence Constraints Graham McNeill and Sethu Vijayakumar Conference or Workshop Item (December 2006)
Single-histogram class models for image segmentation Florian Schroff, Antonio Criminisi and Andrew Zisserman Conference or Workshop Item (December 2006)
Spoken opinion extraction for detecting variations in user satisfaction Fréderic Béchet, Geraldine Damnati, Nathalie Camelin and Renato De Mori Conference or Workshop Item Item not available online. (December 2006)
Use of image regions in context adaptive image classification Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (December 2006)
Using strong shape priors for stereo Yunda Sun, Pushmeet Kohli, Matthieu Bray and Philip Torr Conference or Workshop Item (December 2006)
Learning Balls from Correction Queries Leonor Becerra Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Conference or Workshop Item (20 November 2006)
Accurate Solubility Prediction with Error Bars for Electrolytes: A Machine Learning Approach Anton Schwaighofer, Timon Schroeter, Sebastian Mika, Antonius ter Laak, Detlev Suelzle and Nikolaus Heinrich Conference or Workshop Item Item availablity restricted. (13 November 2006)
Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (08 November 2006)
Learning when only some of the training data are from the same distribution as test data Jaakko Peltonen and Samuel Kaski Conference or Workshop Item Item availablity restricted. (08 November 2006)
Emergence of conjunctive visual features by quadratic independent component analysis Jussi Lindgren and Aapo Hyvärinen Conference or Workshop Item Item not available online. (05 November 2006)
Prediction on a Graph with a Perceptron Mark Herbster and Massimiliano Pontil Conference or Workshop Item (05 November 2006)
Multivariate Analysis and Kernel Methods for Music Data Analysis Jerónimo Arenas-García, Anders Meng, Kaare Brandt Petersen and Lars Kai Hansen Conference or Workshop Item Item availablity restricted. (02 November 2006)
Parametrization and computations in shape spaces with area and boundary invariants Subramanian Ramamoorthy, Benjamin Kuipers and Lothar Wenzel Conference or Workshop Item (November 2006)
PicSOM Experiments in TRECVID 2006 Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen and Markus Koskela Conference or Workshop Item Item not available online. (November 2006)
Self-organising maps for change detection and monitoring of human activity in satellite imagery Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Conference or Workshop Item Item not available online. (November 2006)
Sequence Mining Without Sequences: a New Way for Privacy Preserving Stéphanie Jacquemont, François Jacquenet and Marc Sebban Conference or Workshop Item Item availablity restricted. (November 2006)
Locality helps sleep scheduling Jukka Suomela Conference or Workshop Item (31 October 2006)
Fast discriminative component analysis for comparing examples Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item Item availablity restricted. (26 October 2006)
Reducing the Annotation Burden in Text Classification Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item Item availablity restricted. (26 October 2006)
Higher order statistics in play-out analysis Tapani Raiko Conference or Workshop Item (25 October 2006)
A Framework for Probability Density Estimation John Shawe-Taylor and Alexander N. Dolia Conference or Workshop Item (18 October 2006)
Information Retrieval by Inferring Implicit Queries from Eye Movements David Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki and Samuel Kaski Conference or Workshop Item (18 October 2006)
Unsupervised fMRI Analysis David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Conference or Workshop Item (18 October 2006)
The Value of Observation for Monitoring Dynamic Systems Eyal Even-Dar, Sham Kakade and Yishay Mansour Conference or Workshop Item (16 October 2006)
IST World – machine learning and data mining at work Jure Ferlez Conference or Workshop Item Item not available online. (11 October 2006)
Extending IST World database with Serbian research publications, Milos Radovanovic, Jure Ferlez, Dunja Mladenić, Marko Grobelnik and Mirjana Ivanovic Conference or Workshop Item Item not available online. (09 October 2006)
Hierarchical text categorization using coding matrices Janez Brank, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (09 October 2006)
Loose Phrase String Kernels Janez Brank Conference or Workshop Item (09 October 2006)
Semi-automatic data-driven ontology construction system Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (09 October 2006)
Variational Bayesian Approach for Nonlinear Identification and Control Matti Tornio and Tapani Raiko Conference or Workshop Item (09 October 2006)
A pattern recognition approach for melody track selection in MIDI files David Rizo, Pedro J. Ponce de León, Carlos Pérez-Sancho, Antonio Pertusa and José Iñesta Conference or Workshop Item (08 October 2006)
Kalman Filters and Adaptive Windows for Learning in Data Streams Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (07 October 2006)
A comparison of two heuristics for building initial schedule for resource-constrained project scheduling problem Igor Pesek and Janez Žerovnik Conference or Workshop Item Item not available online. (October 2006)
A Genre Classification Plug-in for Data Collection Tue Lehn-Schiøler, J Arenas-Garcia, K.B. Petersen and L.K. Hansen Conference or Workshop Item Item not available online. (October 2006)
Active Learning in the Non-realizable Case Matti Kääriäinen Conference or Workshop Item (October 2006)
Analysis of Linux Evolution Using Aligned Source Code Segments Antti Rasinen, Jaakko Hollmen and Heikki Mannila Conference or Workshop Item Item availablity restricted. (October 2006)
Approximating relay placement in sensor networks Jukka Suomela Conference or Workshop Item Item availablity restricted. (October 2006)
Auto-setting the SVM hyper-parameters using regularization paths Gaëlle Loosli and Stéphane Canu Conference or Workshop Item Item not available online. (October 2006)
Automatic Performance Model Construction for the Fast Software Exploration of New Hardware Designs John Cavazos, Christophe Dubach, Felix Agakov, Edwin Bonilla, Michael O'Boyle, Grigori Fursin and Olivier Temam Conference or Workshop Item (October 2006)
Conditional Random Fields for Online Handwriting Recognition T-M-T Do and T Artières Conference or Workshop Item (October 2006)
Deterministic Annealing for Multiple-Instance Learning Peter Gehler and Olivier Chapelle Conference or Workshop Item (October 2006)
Dynamic Path Planning for a 7-DOF Robot Arm Stefan Klanke, Dimitry Lebedev, Robert Haschke, Jochen Steil and Helge Ritter Conference or Workshop Item Item not available online. (October 2006)
Emergence of ontological relations from visual data with self-organizing maps Jorma Laaksonen and Ville Viitaniemi Conference or Workshop Item Item not available online. (October 2006)
Itemset Support Queries using Frequent Itemsets and Their Condensed Representations Taneli Mielikäinen, Pance Panov and Saso Dzeroski Conference or Workshop Item (October 2006)
Mel Frequency Cepstral Coefficients: An Evaluation of Robustness of MP3 Encoded Music S. Sigurdson, K.B. Petersen and Jan Larsen Conference or Workshop Item Item not available online. (October 2006)
Modeling on-line handwriting using pairwise relational features R Sicard, T Artières and E Petit Conference or Workshop Item (October 2006)
Distributed speech recognition using phoneme lattices Hagai Aronowitz Conference or Workshop Item Item availablity restricted. (28 September 2006)
Planar Languages and Learnability Alexander Clark, Christophe Costa Florencio, Chris Watkins and Mariette Serayet Conference or Workshop Item Item not available online. (25 September 2006)
Semi-Supervised Support Vector Machines and Application to Spam Filtering Alexander Zien Conference or Workshop Item (22 September 2006)
A Linear Programming Approach for Molecular QSAR analysis Hiroto Saigo, Tadashi Kadowaki and Koji Tsuda Conference or Workshop Item Item not available online. (18 September 2006)
Object Categorization using Kernels combining Graphs and Histogram of Gradients Frédéric Suard, Alain Rakotomamonjy and Aziz Bensrhair Conference or Workshop Item (18 September 2006)
Closed sets for labeled data Gemma C. Garriga, Petra Kralj and Nada Lavrac Conference or Workshop Item Item availablity restricted. (18 September 2006)
Early Drift Detection Method Manuel Baena-García, José del Campo-Ávila, Raul Fidalgo, Albert Bifet, Ricard Gavaldà and Rafael Morales-Bueno Conference or Workshop Item (18 September 2006)
Intersection Algorithms and a Closure Operator on Unordered Trees José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item (18 September 2006)
The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined Feature Spaces Alexander Dolia, Tijl De Bie, Chris Harris, John Shawe-Taylor and Mike Titterington Conference or Workshop Item (18 September 2006)
A Selective Sampling Strategy for Label Ranking Massih Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse and Patrick Gallinari Conference or Workshop Item (17 September 2006)
LDA based feature estimation methods for LVCSR Janne Pylkkönen Conference or Workshop Item (17 September 2006)
Accurate Solubility Prediction with Error Bars for Electrolytes: A Machine Learning Approach Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle and Nikolaus Heinrich Conference or Workshop Item (12 September 2006)
Nearly optimal exploration-exploitation decision thresholds Christos Dimitrakakis Conference or Workshop Item (12 September 2006)
To generalize is to be an idiot - or a machine: Machine learning and the problem of induction Ronald Ortner Conference or Workshop Item Item not available online. (09 September 2006)
Automatically correcting bias in speaker recognition systems Yosef Solewicz and Moshe Koppel Conference or Workshop Item (08 September 2006)
Basics of Bayesian Learning - Basically Bayes Jan Larsen Conference or Workshop Item (08 September 2006)
Basics of bayesian learning - basically bayes Jan Larsen Conference or Workshop Item (08 September 2006)
Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels Konrad Rieck, Pavel Laskov and Klaus-Robert Müller Conference or Workshop Item (08 September 2006)
Precise eye localization through a general-to-specific model definition Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item availablity restricted. (08 September 2006)
A Discriminative Approach for the Retrieval of Images from Text Queries David Grangier, Florent Monay and Samy Bengio Conference or Workshop Item (September 2006)
A Discriminative Model of Stochastic Edit Distance in the form of a Conditional Transducer Marc Bernard, Jean-Christophe Janodet and Marc Sebban Conference or Workshop Item Item not available online. (September 2006)
A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (September 2006)
A Leave-K-Out Cross-Validation Scheme for Unsupervised Kernel Regression Stefan Klanke and Helge Ritter Conference or Workshop Item Item not available online. (September 2006)
A Neural Network to Retrieve Images from Text Queries David Grangier and Samy Bengio Conference or Workshop Item (September 2006)
Analysis of Fast Input Selection: Application in Time Series Prediction Jarkko Tikka, Amaury Lendasse and Jaakko Hollmen Conference or Workshop Item Item availablity restricted. (September 2006)
Approximation classes for real number optimization problems Klaus Meer and Uffe Flarup Conference or Workshop Item (September 2006)
Auto-classifying Salient Content in Video Alistair Morrison, Paul Tennant, John Williamson and Matthew Chalmers Conference or Workshop Item Item not available online. (September 2006)
Bandit based monte-carlo planning L Kocsis and Csaba Szepesvari Conference or Workshop Item Item not available online. (September 2006)
Best insertion algorithm for resource constrained project scheduling problem Igor Pesek and Janez Žerovnik Conference or Workshop Item Item not available online. (September 2006)
Building models of regular scenes from structure and motion Anton Hengel, Anthony Dick, Thorsten Thormahlen, Ben Ward and Philip Torr Conference or Workshop Item (September 2006)
Collapsibility in Infinite-Domain Quantified Constraint Satisfaction. Hubert Ming Chen and Manuel Bodirsky Conference or Workshop Item Item not available online. (September 2006)
Finding people in repeated shots of the same scene Josef Sivic, C. Lawrence Zitnick and Richard Szeliski Conference or Workshop Item (September 2006)
Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization Vojtech Vojtech Krmicek and Michele Sebag Conference or Workshop Item (September 2006)
Fusing shape and appearance information for object category detection Andreas Opelt, Axel Pinz and Andrew Zisserman Conference or Workshop Item (September 2006)
Generative models that discover dependencies between data sets Arto Klami and Samuel Kaski Conference or Workshop Item (September 2006)
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection Christian Gagné, Marc Schoenauer, Michele Sebag and Marco Tomassini Conference or Workshop Item (September 2006)
Hello! My name is... Buffy -- automatic naming of characters in TV video Mark Everingham, Josef Sivic and Andrew Zisserman Conference or Workshop Item (September 2006)
How fast is FastICA Vicente Zarzoso and Pierre Comon Conference or Workshop Item (September 2006)
It’s a Long Way to Monte-Carlo: Probabilistic GPS Navigation John Williamson, Steven Strachan and Roderick Murray-Smith Conference or Workshop Item (September 2006)
Learning semi-Markovian causal models using experiments Stijn Meganck, Sam Maes, Philippe Leray and Bernard Manderick Conference or Workshop Item (September 2006)
Numerical characterization of modified Hamori curve representation of DNA sequences Igor Pesek and Janez Žerovnik Conference or Workshop Item Item not available online. (September 2006)
On some simple heuristics for combinatorial optimization Janez Žerovnik Conference or Workshop Item Item not available online. (September 2006)
On the OBDD Size for Graphs of Bounded Tree- and Clique-Width Klaus Meer and Dieter Rautenbach Conference or Workshop Item (September 2006)
Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (September 2006)
Opinion mining in a telephone survey corpus Nathalie Camelin, Geraldine Damnati, Fréderic Béchet and Renato De Mori Conference or Workshop Item Item not available online. (September 2006)
Optimizing and Learning for Super-resolution Lyndsey Pickup, Stephen Roberts and Andrew Zisserman Conference or Workshop Item (September 2006)
PAC-learning of Markov models with hidden state Ricard Gavaldà, Philipp W. Keller, Joelle Pineau and Doina Precup Conference or Workshop Item Item not available online. (September 2006)
PALMA: Perfect Alignments using Large Margin Algorithms Gunnar Raetsch, Bettina Hepp, Uta Schulze and Cheng Soon Ong Conference or Workshop Item (September 2006)
Precise eye localization through a general-to-specific model definition Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item not available online. (September 2006)
Rapid interactive modelling from video with graph cuts Anton Hengel, Anthony Dick, Thorsten Thormahlen, Ben Ward and Philip Torr Conference or Workshop Item (September 2006)
Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 2006)
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors Mats Sjöberg, Jorma Laaksonen, Matti Pöllä and Timo Honkela Conference or Workshop Item Item not available online. (September 2006)
Rhythmic Interaction for Song Filtering on a Mobile Device A. Crossan and Roderick Murray-Smith Conference or Workshop Item (September 2006)
Signal Theory for SVM Kernel Parameter Estimation James Nelson, Bob Damper, Steve Gunn and Baofeng Guo Conference or Workshop Item Item not available online. (September 2006)
Single-Channel Speech Separation using Sparse Non-Negative Matrix Factorization Mikkel Schmidt and Rasmus Olsson Conference or Workshop Item (September 2006)
Sparse Feature Extraction using Generalised Partial Least Squares Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Conference or Workshop Item Item not available online. (September 2006)
Techniques for still image scene classification and object detection Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (September 2006)
The Discrete Basis Problem Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das and Heikki Mannila Conference or Workshop Item (September 2006)
Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 2006)
Unsupervised segmentation of words into morphemes - Morpho Challenge 2005: Application to Automatic Speech Recognition Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item Item not available online. (September 2006)
Unsupervised speaker change detection for broadcast news segmentation Kasper W. Jørgensen, Lasse Mølgaard and Lars Kai Hansen Conference or Workshop Item (September 2006)
Modeling Energy Constrained Routing in Selfish Ad Hoc Networks Petteri Nurmi Conference or Workshop Item Item availablity restricted. (26 August 2006)
Efficient, simultaneous detection of multiple object classes Philipp Zehnder, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item (20 August 2006)
Online Learning of Discriminative Patterns from Unlimited Sequences of Candidates Ilkka Autio and Jussi Lindgren Conference or Workshop Item Item not available online. (20 August 2006)
Authorship Attribution with Thousands of Candidate Authors Moshe Koppel, Jonathan Schler, Shlomo Argamon and Eran Messeri Conference or Workshop Item Item not available online. (August 2006)
A compression-based method for stemmatic analysis Teemu Roos, Tuomas Heikkilä and Petri Myllymäki Conference or Workshop Item (August 2006)
A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Conference or Workshop Item Item not available online. (August 2006)
Aggregating Time Partitions Taneli Mielikäinen, Evimaria Terzi and Panayiotis Tsaparas Conference or Workshop Item Item not available online. (August 2006)
Algorithms for Discovering Bucket Orders from Data Aristides Gionis, Heikki Mannila, Kai Puolamäki and Antti Ukkonen Conference or Workshop Item (August 2006)
Assessing data mining results via swap randomization Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Conference or Workshop Item (August 2006)
Automatic Adjustment of Discriminant Adaptive Nearest Neighbor Nicolas Delannay, Cedric Archambeau and Michel Verleysen Conference or Workshop Item (August 2006)
Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks. F. Moreno-Seco, José Iñesta, P. Ponce de León and Luisa Mico Conference or Workshop Item Item not available online. (August 2006)
Cryptographically Private Support Vector Machines Sven Laur, Helger Lipmaa and Taneli Mielikäinen Conference or Workshop Item (August 2006)
Efficient, Simultaneous Detection of Multiple Object Classes Philipp Zehnder, Esther Koller-Meier, Luc Van Gool and Luc Van Gool Conference or Workshop Item (August 2006)
Logarithmic Online Regret Bound for Undiscounted Reinforcement Learning Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (August 2006)
On Authorship Attribution via Markov Chains and Sequence Kernels Conrad Sanderson and Simon Guenter Conference or Workshop Item (August 2006)
On the use of different classification rules in an editing task. Luisa Mico, F. Moreno-Seco, J.S. Sánchez, J.M. Sotoca and R.A. Mollineda Conference or Workshop Item Item not available online. (August 2006)
Patch Learning for Incremental Classifier Design R Sicard, T Artières and E Petit Conference or Workshop Item (August 2006)
Polynomial Conditional Random Fields for signal processing T-M-T Do and T Artières Conference or Workshop Item (August 2006)
Polynomial Conditional Random Fields for signal processing T-M-T Do and T Artières Conference or Workshop Item (August 2006)
Rotation-Invariant Neoperceptron Beat Fasel and Daniel Gatica-Perez Conference or Workshop Item (August 2006)
Trains of keypoints for 3D object recognition Elise Arnaud, ELisabetta Delponte, Francesca Odone and Alessandro Verri Conference or Workshop Item Item not available online. (August 2006)
Using alignment for multilingual text compression Ehud S. Conley and Shmuel T. Klein Conference or Workshop Item (August 2006)
Lexical Reference: a Semantic Matching Subtask Oren Glickman, Ido Dagan and Eyal Shnarch Conference or Workshop Item (22 July 2006)
Stochastic optimal control in continuous space-time multi-agent systems Wim Wiegerinck, Bart Broek and Bert Kappen Conference or Workshop Item Item not available online. (15 July 2006)
Detecting unknown network attacks using language models Konrad Rieck and Pavel Laskov Conference or Workshop Item (13 July 2006)
PAC-learning unambiguous NTS languages Alexander Clark Conference or Workshop Item Item not available online. (12 July 2006)
Monocular tracking with a mixture of view-dependent learned models Tobias Jaeggli, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item (11 July 2006)
10 open problems in grammatical inference Colin de la Higuera Conference or Workshop Item Item availablity restricted. (08 July 2006)
Active, Semi-Supervised Learning for Textual Information Access Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item (07 July 2006)
Proactive Information Retrieval by User Modeling from Eye Tracking Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola and Samuel Kaski Conference or Workshop Item (06 July 2006)
A General Purpose Control-Based Playback for Force Feedback Systems Andrew Crossan, John Williamson and Stephen Brewster Conference or Workshop Item (July 2006)
A new constructive algorithm for creating all linearly separable (threshold) functions Leonardo Franco, Jose Luis Subirats, Martin Anthony and Jose Jerez Conference or Workshop Item Item not available online. (July 2006)
Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings Marian Kepesi, Michael Neffe, Tuan Van Pham, Michael Grabner, Helmut Grabner and Andreas Juffinger Conference or Workshop Item Item not available online. (July 2006)
Designing Safe, Profitable Automated Stock Trading Agents Using Evolutionary Algorithms Harish Subramanian, Subramanian Ramamoorthy, Peter Stone and Benjamin Kuipers Conference or Workshop Item Item not available online. (July 2006)
DirectWord Sense Matching for Lexical Substitution Ido Dagan, Oren Glickman, Alfio Gliozzo, Efrat Marmorshtein and Carlo Strapparava Conference or Workshop Item (July 2006)
Integrating Pattern-based and Distributional Similarity Methods for Lexical Entailment Acquisition Shachar Mirkin, Ido Dagan and Maayan Geffet Conference or Workshop Item (July 2006)
Integrating structured biological data by Kernel Maximum Mean Discrepancy Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (July 2006)
Learning Auxiliary Fronting with Grammatical Inference Alexander Clark and Rémi Eyraud Conference or Workshop Item Item not available online. (July 2006)
Learning to Retrieve Images from Text Queries with a Discriminative Model David Grangier, Florent Monay and Samy Bengio Conference or Workshop Item (July 2006)
Modeling gene expression data via positive Boolean functions F. Ruffino, M. Muselli and G. Valentini Conference or Workshop Item Item not available online. (July 2006)
Modeling Human Decision Making in Cliff-Edge Environments Ron Katz and Sarit Kraus Conference or Workshop Item Item not available online. (July 2006)
On the Spectacular Benefits of Non-Random Initialisation, an Example in Train Scheduling Yann Semet and Marc Schoenauer Conference or Workshop Item (July 2006)
Optimization and approximation problems related to polynomial system solving Klaus Meer Conference or Workshop Item (July 2006)
Performance Prediction Challenge Isabelle Guyon, Amir Saffari, Gideon Dror and Joachim Buhmann Conference or Workshop Item (July 2006)
Performing Gender: Automatic Stylistic Analysis of Shakespeare's Characters Sobhan Hota, Shlomo Argamon, Moshe Koppel and Iris Zigdon Conference or Workshop Item Item not available online. (July 2006)
Semi-Supervised Model Selection Based on Cross-Validation Matti Kääriäinen Conference or Workshop Item (July 2006)
Stochastic optimal control in continuous space-time multi-agent systems Wim Wiegerinck, Bart Broek and Bert Kappen Conference or Workshop Item (July 2006)
Video Mining with Frequent Itemset Configurations Till Quack, Vittorio Ferrari and Luc van Gool Conference or Workshop Item (July 2006)
MCMC inference in (Conditionally) Conjugate Dirichlet Process Gaussian Mixture Models Carl Edward Rasmussen and Dilan Gorur Conference or Workshop Item Item not available online. (29 June 2006)
Efficient language Identification using Anchor Models and Support Vector Machines Elad Noor and Hagai Aronowitz Conference or Workshop Item (28 June 2006)
Online multitask learning Ofer Dekel, Yoram Singer and Philip Long Conference or Workshop Item (26 June 2006)
Kernelizing the output of tree-based methods Pierre Geurts, Louis Wehenkel and Florence d'Alché-Buc Conference or Workshop Item (25 June 2006)
Active Sampling for Multiple Output Identification Shai Fine and Yishay Mansour Conference or Workshop Item (22 June 2006)
Combining sample-based and analytical density propagation for monocular tracking Luc Van Gool, Tobias Jaeggli and Esther Koller-Meier Conference or Workshop Item (22 June 2006)
Pedestrian Detection using Infrared images and Histograms of Oriented Gradients Frédéric Suard, Alain Rakotomamonjy, Aziz Bensrhair and Alberto Broggi Conference or Workshop Item (21 June 2006)
Completion of biological networks: the output kernel tree approach Pierre Geurts, Nizar Touleimat, Marie Dutreix and Florence d'Alché-Buc Conference or Workshop Item (17 June 2006)
Constrained Hidden Markov Models for Population-based Haplotyping (Extended Abstract) Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen and Heikki Mannila Conference or Workshop Item (17 June 2006)
Regression-based Hand Pose Estimation from Multiple Cameras Teo de Campos and David Murray Conference or Workshop Item (17 June 2006)
Unsupervised segmentation of words into morphemes - Morpho Challenge 2005, Application to Automatic Speech Recognition Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item (17 June 2006)
Using latent semantic indexing for morph-based spoken document retrieval Ville Turunen and Mikko Kurimo Conference or Workshop Item (17 June 2006)
Gaussian Process Approximations of Stochastic Differential Equations Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Conference or Workshop Item (13 June 2006)
System for Semi-automatic Ontology construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (13 June 2006)
(In)Stability Properties of Limit Order Dynamics Eyal Even-Dar, Sham Kakade, Mchael Kearns and Yishay Mansour Conference or Workshop Item (11 June 2006)
Randomized Clustering Forests for Building Fast and Discriminative Visual Vocabularies Frank Moosmann, William Triggs and Frederic Jurie Conference or Workshop Item Item not available online. (09 June 2006)
Learning to Rank with Partially Labeled Training Data truong Vinh, Massih Amini and Patrick Gallinari Conference or Workshop Item (07 June 2006)
Unlimited vocabulary speech recognition for agglutinative languages Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe and Murat Saraclar Conference or Workshop Item (05 June 2006)
Unlimited vocabulary speech recognition for agglutinative languages Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe and Murat Saraclar Conference or Workshop Item (05 June 2006)
3D from Line Segments in Two Poorly-Textured, Uncalibrated Images Herbert Bay, Andreas Ess, Alexander Neubeck, Luc Van Gool and Luc Van Gool Conference or Workshop Item (June 2006)
A DC-Programming Algorithm for Kernel Selection Andreas Argyriou, Raphael Hauser, Charles A. Micchelli and Massimiliano Pontil Conference or Workshop Item (June 2006)
A Generalized EM Approach for 3D Model Based Face Recognition under Occlusions Michael De Smet, Rik Fransens, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
A generalized EM approach for 3D model based face recognition under occlusions Michael De Smet, Rik Fransens, Luc Van Gool and Luc Van Gool Conference or Workshop Item (June 2006)
A Kernel Method for the Two-Sample-Problem Arthur Gretton, K Borgwardt, M Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (June 2006)
A Machine Learning based Approach to Evaluating Retrieval Systems Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (June 2006)
A Mean Field EM-algorithm for Coherent Occlusion Handling in MAP-Estimation Problems Rik Fransens, Christoph Strecha, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
A mean field EM-algorithm for coherent occlusion handling in MAP-estimation problems Rik Fransens, Christoph Strecha, Luc Van Gool and Luc Van Gool Conference or Workshop Item (June 2006)
A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification Yves Grandvalet, Johnny Mariéthoz and Samy Bengio Conference or Workshop Item (June 2006)
A Sufficient Condition for Truthfulness with Single Parameter Agents Nir Andelman and Yishay Mansour Conference or Workshop Item (June 2006)
A visual vocabulary for flower classification M-E. Nilsback and Andrew Zisserman Conference or Workshop Item (June 2006)
Analysis of semantic information available in an image collection augmented with auxiliary data Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen and Timo Honkela Conference or Workshop Item Item not available online. (June 2006)
Automated Filtering of Network Intrusion Detection Alarms Ahmad Faour, Philippe Leray and Bassam Eter Conference or Workshop Item Item availablity restricted. (June 2006)
Automatic Interactive Calibration of Multi-Projector-Camera Systems Andreas Griesser, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories Svetlana Lazebnik, Cordelia Schmid and Jean Ponce Conference or Workshop Item Item not available online. (June 2006)
CN=CPCN Liva Ralaivola, François Denis and Christophe N. Magnan Conference or Workshop Item Item availablity restricted. (June 2006)
Combined Depth and Outlier Estimation in Multi-View Stereo Christoph Strecha, Rik Fransens, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
Combined depth and outlier estimation in multi-view stereo Christoph Strecha, Rik Fransens, Luc Van Gool and Luc Van Gool Conference or Workshop Item (June 2006)
Combining Sample-Based and Analytical Density Propagation for Monocular Tracking Luc Van Gool, Luc Van Gool, Tobias Jaeggli and Esther Koller-Meier Conference or Workshop Item (June 2006)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (June 2006)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item Item not available online. (June 2006)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item Item not available online. (June 2006)
Correcting Sample Selection Bias by Unlabeled Data J. Huang, Alex Smola, Arthur Gretton, K Borgwardt and Bernhard Schölkopf Conference or Workshop Item Item not available online. (June 2006)
Efficient learning of naive Bayes classifiers under class-conditional classification noise François Denis, Christophe N. Magnan and Liva Ralaivola Conference or Workshop Item Item not available online. (June 2006)
Estimation of human endogenous retrovirus activities from expressed sequence databases Merja Oja, Jaakko Peltonen and Samuel Kaski Conference or Workshop Item (June 2006)
Exploring the independence of gene regulatory modules Janne Nikkilä, Antti Honkela and Samuel Kaski Conference or Workshop Item (June 2006)
Extending an algorithm for clustering gene expression time series Mikko Korpela and Jaakko Hollmen Conference or Workshop Item Item availablity restricted. (June 2006)
Fast Compact City Modeling for Navigation Pre-Visualization Nico Cornelis, Kurt Cornelis, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
Generic Properties of Symmetric Tensors Pierre Comon Conference or Workshop Item Item availablity restricted. (June 2006)
Hierarchical multilabel classification trees for gene function prediction (Extended abstract) Hendrik Blockeel, Leander Schietgat, Jan Struyf, Amanda Clare and Saso Dzeroski Conference or Workshop Item (June 2006)
Incremental learning of object detectors using a visual shape alphabet A. Opelt, A. Pinz and Andrew Zisserman Conference or Workshop Item (June 2006)
Independent Component Analysis viewed as a Tensor Decomposition Pierre Comon Conference or Workshop Item Item not available online. (June 2006)
Investigating Lexical Substitution Scoring for Subtitle Generation Oren Glickman, Ido Dagan, Mikaela Keller, Samy Bengio and Walter Daelemans Conference or Workshop Item (June 2006)
Large Scale Semi Hidden Markov SVMs Gunnar Raetsch and Sören Sonnenburg Conference or Workshop Item (June 2006)
Learning an Interest Operator from Human Eye Movements Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf and Matthias Franz Conference or Workshop Item Item not available online. (June 2006)
Learning Auxiliary Fronting with Grammatical Inference Alexander Clark and Rémi Eyraud Conference or Workshop Item Item not available online. (June 2006)
Local distance preservation in the GP-LVM through back constraints Neil Lawrence and Joaquin Quinonero Candela Conference or Workshop Item (June 2006)
Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item Item availablity restricted. (June 2006)
Personalized Handwriting Recognition via Biased Regularization Wolf Kienzle and Kumar Chellapilla Conference or Workshop Item (June 2006)
Predictive Search Distributions Edwin Bonilla, Christopher Williams, Felix Agakov, John Cavazos, John Thompson and Michael F. P. O'Boyle Conference or Workshop Item (June 2006)
Predictive Search Distributions Edwin Bonilla, Christopher Williams, Felix Agakov, John Cavazos, John Thomson and Michael O'Boyle Conference or Workshop Item (June 2006)
Projective Dependency Parsing with Perceptron Xavier Carreras, Mihai Surdeanu and Lluis Marquez Conference or Workshop Item (June 2006)
Robust Estimation in the Presence of Spatially Coherent Outliers Rik Fransens, Christoph Strecha, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item not available online. (June 2006)
Robust estimation in the presence of spatially coherent outliers Rik Fransens, Christoph Strecha, Luc Van Gool and Luc Van Gool Conference or Workshop Item (June 2006)
Robust Probabilistic Projections Cedric Archambeau, Nicolas Delannay and Michel Verleysen Conference or Workshop Item (June 2006)
Sampling for Non-conjugate Infinite Latent Feature Models Dilan Gorur and Carl Edward Rasmussen Conference or Workshop Item Item not available online. (June 2006)
Semantic concept detection from news videos with self-organizing maps Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2006)
Solving markov random fields using second order cone programming relaxations Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (June 2006)
Stable transductive learning Ran El-Yaniv and Dmitry Pechyony Conference or Workshop Item (June 2006)
Tagging of name records for genealogical data browsing Mike Perrow and David Barber Conference or Workshop Item (June 2006)
Towards Multi-View Object Class Detection Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars, Bernt Schiele, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (June 2006)
Towards Multi-View Object Class Detection Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars, Bernt Schiele and Luc van Gool Conference or Workshop Item (June 2006)
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models David Barber and Silvia Chiappa Conference or Workshop Item Item not available online. (June 2006)
Using multiple segmentations to discover objects and their extent in image collections B. Russell, A. Efros, Josef Sivic, W. Freeman and Andrew Zisserman Conference or Workshop Item (June 2006)
Identifying meaningful locations Petteri Nurmi and Johan Koolwaaij Conference or Workshop Item Item availablity restricted. (29 May 2006)
Identification in the limit of systematic noisy languages Frédéric Tantini, Colin de la Higuera and Jean-Christophe Janodet Conference or Workshop Item Item availablity restricted. (27 May 2006)
Background Knowledge for Ontology Construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (26 May 2006)
Online Trading Algorithms and Robust Option Pricing Peter De Marzo, Ilan Kremer and Yishay Mansour Conference or Workshop Item (21 May 2006)
Languages as Hyperplanes: grammatical inference with string kernels Alexander Clark, Christophe Costa Florencio and Chris Watkins Conference or Workshop Item Item not available online. (03 May 2006)
A boundary-fragment-model for object detection Andreas Opelt, A. Pinz and Andrew Zisserman Conference or Workshop Item (May 2006)
A reasoning system to track movements of totally occluded objects Martin Antenreiter and Peter Auer Conference or Workshop Item (May 2006)
Efficient Agents for Cliff-Edge Environments with a Large Set of Decision Options Ron Katz and Sarit Kraus Conference or Workshop Item (May 2006)
Efficient Management of Non Redundant Rules in Large Pattern Bases: a Bitmap Approach François Jacquenet, Christine Largeron and Cédric Udréa Conference or Workshop Item Item availablity restricted. (May 2006)
Fast memory-efficient generalized belief propagation Mudigonda Pawan Kumar and Philip Torr Conference or Workshop Item (May 2006)
Genericity and Rank Deficiency of High Order Symmetric Tensors Pierre Comon, Bernard Mourrain, Lek-Heng Lim and Gene Golub Conference or Workshop Item (May 2006)
Interactive Museum Guide: Fast and Robust Recognition of Museum Objects Herbert Bay, Beat Fasel and Luc Van Gool Conference or Workshop Item (May 2006)
Localization with omnidirectional images using the radial trifocal tensor C. Sagues, A. Murillo, J. Guerrero, T. Goedeme, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item (May 2006)
Measuring uncertainty in graph cut solutions: efficiently computing min-marginal energies using dynamic graph cuts Pushmeet Kohli and Philip Torr Conference or Workshop Item (May 2006)
Multivariate relevance vector machines for tracking A. Thayananthan, R. Navaratnam, B. Stenger, Philip Torr and R. Cipolla Conference or Workshop Item (May 2006)
Object Detection by Contour Segment Networks Vittorio Ferrari, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (May 2006)
Object Detection by Contour Segment Networks Vittorio Ferrari, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item (May 2006)
Outlier Detection in Benchmark Classification Tasks Hongyu Li and Mahesan Niranjan Conference or Workshop Item Item not available online. (May 2006)
PoseCut: simultaneous segmentation and 3D pose estimation of humans using dynamic graph-cuts Matthieu Bray, Pushmeet Kohli and Philip Torr Conference or Workshop Item (May 2006)
Revisiting Doddington’s Zoo: A Systematic Method to Assess User-Dependent Variabilities Norman Poh, Arun Ross and Samy Bengio Conference or Workshop Item (May 2006)
Scene classification via pLSA A. Bosch, Andrew Zisserman and X. Munoz Conference or Workshop Item (May 2006)
Space-Time-Scale Registration of Dynamic Scene Reconstructions Kemal Egemen Ozden, Kurt Cornelis, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (May 2006)
SURF: Speeded Up Robust Features Herbert Bay, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item Item availablity restricted. (May 2006)
Variational Information-Maximization and Conditional Self-Supervised Training Felix Agakov Conference or Workshop Item (May 2006)
Viszards: Analysis and Visualization of IMDB Networks Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (28 April 2006)
Determination of the Mahalanobis matrix using nonparametric noise estimations Amaury Lendasse, Francesco Corona, Jin Hao, Nima Reyhani and Michel Verleysen Conference or Workshop Item (26 April 2006)
EM-algorithm for training of state-space models with application to time series prediction Elia Liitiäinen, Nima Reyhani and Amaury Lendasse Conference or Workshop Item (26 April 2006)
LS-SVM functional network for time series prediction Tuomas Kärnä, Fabrice Rossi and Amaury Lendasse Conference or Workshop Item (26 April 2006)
Synthesis of Maximum Margin and Multiview Learning using Unlabeled Data Sandor Szedmak and John Shawe-Taylor Conference or Workshop Item Item not available online. (26 April 2006)
Time series prediction using DirRec strategy Antti Sorjamaa and Amaury Lendasse Conference or Workshop Item (26 April 2006)
Optimal filtering of dynamics in short-time features for music organization Jeronimo Arenas-Garcia, Jan Larsen, Lars Kai Hansen and Anders Meng Conference or Workshop Item Item availablity restricted. (24 April 2006)
Using the structure of documents to improve the discovery of unexpected information François Jacquenet and Christine Largeron Conference or Workshop Item Item availablity restricted. (23 April 2006)
Machine learning ranking for structured information retrieval Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (12 April 2006)
Morfessor in the Morpho Challenge Mathias Creutz and Krista Lagus Conference or Workshop Item Item not available online. (12 April 2006)
Unsupervised segmentation of words into morphemes - Challenge 2005, An Introduction and Evaluation Report Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item (12 April 2006)
Unsupervised segmentation of words into morphemes - Challenge 2005, An Introduction and Evaluation Report Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy and Murat Saraclar Conference or Workshop Item Item not available online. (12 April 2006)
The Second PASCAL Recognising Textual Entailment Challenge Roy Bar Haim, Ido Dagan, Bill Dolan, Lisa Ferro, Danilo Giampiccolo, Bernardo Magnini and Idan Szpektor Conference or Workshop Item (10 April 2006)
Discriminative Kernel-Based Phoneme Sequence Recognition Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer and Dan Chazan Conference or Workshop Item Item availablity restricted. (07 April 2006)
Discriminative MCMC Kai Puolamäki, Jarkko Salojärvi, Eerika Savia and Samuel Kaski Conference or Workshop Item (04 April 2006)
Novelle, a collaborative open source writing tool software Federico Gobbo, Michele Chinosi and Massimiliano Pepe Conference or Workshop Item (04 April 2006)
Learning Causal Bayesian Networks from Observations and Experiments: A Decision Theoretic Approach Stijn Meganck, Philippe Leray and Bernard Manderick Conference or Workshop Item (03 April 2006)
Registration of Expressions Data using a 3D Morphable Model Curzio Basso, Pascal Paysan and Thomas Vetter Conference or Workshop Item (April 2006)
A Resource-Light Approach to Cross-Language Information Retrieval Jean-Michel Renders, Eric Gaussier and Cyril Goutte Conference or Workshop Item Item not available online. (April 2006)
A SOM and bayesian network architecture for alert filtering in network intrusion detection systems Ahmad Faour, Philippe Leray and Bassam Eter Conference or Workshop Item Item availablity restricted. (April 2006)
Combining PCA and LFA for Surface Reconstruction from a Sparse Set of Control Points Reinhard Knothe, Sami Romdani and Thomas Vetter Conference or Workshop Item (April 2006)
Effects of Age and Gender on Blogging Jonathan Schler, Moshe Koppel, Shlomo Argamon and James Pennebaker Conference or Workshop Item (April 2006)
Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data Minh Quach, Pierre Geurts and Florence d'Alché-Buc Conference or Workshop Item (April 2006)
Multi-agent causal models for dependability analysis Sam Maes and Philippe Leray Conference or Workshop Item Item availablity restricted. (April 2006)
Regression and classification approaches to eye localization in face images Mark Everingham and Andrew Zisserman Conference or Workshop Item (April 2006)
Using the Structure of Documents to Improve the Discovery of Unexpected Information François Jacquenet and Christine Largeron Conference or Workshop Item Item availablity restricted. (April 2006)
Variants of Unsupervised Kernel Regression: General Cost Functions Stefan Klanke and Helge Ritter Conference or Workshop Item Item not available online. (April 2006)
Apprentissage d'ordonnancements en recherche d'information structurée Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item (15 March 2006)
State Inference in Variational Bayesian Nonlinear State-Space Models Tapani Raiko, Matti Tornio, Antti Honkela and Juha Karhunen Conference or Workshop Item (05 March 2006)
Apprentissage Statistique pour la Constitution de Corpus d'évaluation Huyen-Trang Vu and Patrick Gallinari Conference or Workshop Item Item not available online. (March 2006)
Compression of multilingual aligned texts Ehud S. Conley and Shmuel T. Klein Conference or Workshop Item (March 2006)
Divide-and-Evolve: a New Memetic Scheme for Domain-Independent Temporal Planning Marc Schoenauer, Pierre Savéant and VIncent Vidal Conference or Workshop Item (March 2006)
Genetic Programming, Validation Sets, and Parsimony Pressure Christian Gagné, Marc Schoenauer, Marc Parizeau and Marco Tomassini Conference or Workshop Item (March 2006)
Lexical Entailment for Information Retrieval Stephane Clinchant, Cyril Goutte and Eric Gaussier Conference or Workshop Item Item not available online. (March 2006)
Separating Underdetermined Convolutive Speech Mixtures Michael Pedersen, DeLiang Wang, Jan Larsen and Ulrik Kjems Conference or Workshop Item Item not available online. (March 2006)
Using Machine Learning to Focus Iterative Optimization Felix Agakov, Edwin Bonilla, John Cavazos, Bjoern Franke, Grigori Fursin, Michael O'Boyle, John Thomson, Marc Toussaint and Christopher Williams Conference or Workshop Item (March 2006)
Unified characterization of symmetric dependencies with lattices. Jaume Baixeries and José Balcázar Conference or Workshop Item Item availablity restricted. (13 February 2006)
Visualizing Caushy's interlacing property for line distance matrices Tomaž Pisanski, Gašper Jaklic and Milan Randić Conference or Workshop Item Item not available online. (09 February 2006)
A Bayesian framework for online reputation systems Petteri Nurmi Conference or Workshop Item Item availablity restricted. (February 2006)
Noise Cancellation Frontends for Automatic Meeting Transcription Marian Kepesi, Tuan Pham Van, Gernot Kubin, Luis Weruega, Andreas Juffinger and Michael Grabner Conference or Workshop Item Item not available online. (February 2006)
Apprentissage des reseaux Bayesiens causaux a partir de donnees d'observation et d'experimentation Stijn Meganck, Philippe Leray, Sam Maes and Bernard Manderick Conference or Workshop Item Item not available online. (25 January 2006)
Création de Vocabulaires Visuels Efficaces pour la Catégorisation d'Images Diane Larlus, Gyorgy Dorko and Frederic Jurie Conference or Workshop Item Item not available online. (25 January 2006)
On Nash Equilibria for a Network Creation Game Susanne Albers, Stefan Eilts, Eyal Even-Dar, Yishay Mansour and Liam Roditty Conference or Workshop Item (22 January 2006)
Neural networks and machine learning in bioinformatics - theory and applications Udo Seiffert, Barbara Hammer, Samuel Kaski and Thomas Villmann Conference or Workshop Item Item not available online. (08 January 2006)
Strong Price of Anarchy Nir Andelman, Michal Feldman and Yishay Mansour Conference or Workshop Item (07 January 2006)
A face recognition system dealing with expression variant faces Stefano Arca, Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item not available online. (05 January 2006)
CLASS PREDICTION FROM TIME SERIES GENE EXPRESSION PROFILES USING DYNAMICAL SYSTEMS KERNELS Karsten Borgwardt, S V N Vishwanathan and Hans-Peter Kriegel Conference or Workshop Item (03 January 2006)
Modèle probabiliste pour l'extraction de structures dans les documents semi-structurés : Application aux documents Web Ludovic Denoyer, Patrick Gallinari and Francis Maes Conference or Workshop Item Item not available online. (January 2006)
Suivis simultanés et robustes de visages et de gestes faciaux: Simultaneous and robust face and facial action tracking Romain Herault, Franck Davoine, Fadi Dornaika and Yves Grandvalet Conference or Workshop Item Item availablity restricted. (January 2006)
Sampling Strategies for Bag-of-Features Image Classification Eric Nowak, Frederic Jurie and William Triggs Conference or Workshop Item (2006)
3D statistical shape modelling of long bones Y Yuhui, A Bull, D Rueckert and A Hill Conference or Workshop Item Item not available online. (2006)
A Choice Model with Infinitely Many Latent Features Dilan Gorur, Frank Jäkel and Carl Edward Rasmussen Conference or Workshop Item Item not available online. (2006)
A closed form solution to natural image matting Anat Levin and Yair Weiss Conference or Workshop Item Item not available online. (2006)
A Continuation Method for Semi-Supervised SVMs Olivier Chapelle, Mingmin Chi and Alexander Zien Conference or Workshop Item (2006)
A DC algorithm for kernel selection Andreas Argyriou, Raphael Hauser, Charles Micchelli and Massimiliano Pontil Conference or Workshop Item (2006)
A General and Efficient Multiple Kernel Learning Algorithm Sören Sonnenburg, Gunnar Raetsch and Christin Schaefer Conference or Workshop Item (2006)
A max kernel for text-independent speaker verification systems Johnny Mariéthoz and Samy Bengio Conference or Workshop Item (2006)
A novel dimension reduction procedure for searching non-gaussian subspaces. Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (2006)
A revised comparison of Bayesian logic programs and stochastic logic programs J Chen and S Muggleton Conference or Workshop Item Item not available online. (2006)
A simple approach for finding the globally optimal Bayesian network structure Tomi Silander and Petri Myllymäki Conference or Workshop Item (2006)
A Simple Bayesian Framework for Content-Based Image Retrieval Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2006)
A Simultaneous Deterministic Perturbation Actor-Critic Algorithm with an Application to Optimal Mortgage Refinancing CVL Raju and S Bhatnagar Conference or Workshop Item Item not available online. (2006)
A Sober Look on Clustering Stability Shai Ben-David, David Pal and Ulrike v. Luxburg Conference or Workshop Item Item not available online. (2006)
Abduction with stochastic logic programs based on a possible worlds semantics A Arvanitis, S Muggleton, J Chen and H Watanabe Conference or Workshop Item Item not available online. (2006)
ALDAI: Active learning document annotation interface Boris Chidlovskii, Jérôme Fuselier and Loïc Lecerf Conference or Workshop Item Item not available online. (2006)
Algorithmic Rate Distortion Function N.K. Vereshchagin and Paul Vitányi Conference or Workshop Item Item not available online. (2006)
An Iterative Algorithm for Spatio-Temporal Filter Optimization Ryota Tomioka, Guido Dornhege, Kazuyuki Aihara and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Automatic extraction of meaning from the web Rudi Cilibrasi and Paul Vitányi Conference or Workshop Item Item not available online. (2006)
Automatic Generation of Implied Constraints J Charnley and S Colton Conference or Workshop Item Item not available online. (2006)
Bagging stabilization in decision trees Yves Grandvalet Conference or Workshop Item (2006)
Bayes Blocks: A Python Toolbox for Variational Bayesian Learning Antti Honkela, Markus Harva, Tapani Raiko, Harri Valpola and Juha Karhunen Conference or Workshop Item (2006)
Bayesian inconsistency under misspecification Peter Grünwald Conference or Workshop Item Item not available online. (2006)
Biologically vs. logic inspired encoding of facial actions and emotions in video M Valstar and M Pantic Conference or Workshop Item Item not available online. (2006)
Boosting Descriptive ILP for Predictive Learning N Jiang and S Colton Conference or Workshop Item Item not available online. (2006)
Canonical correlation analysis of sub-cortical brain structures using non-rigid registration A Rao, K Babalola and D Rueckert Conference or Workshop Item Item not available online. (2006)
Causal Inference by Choosing Graphs with Most Plausible Markov Kernels. Xiaohai Sun, Dominik Janzing and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (2006)
Classification of biological sequences with kernel methods Jean-Philippe Vert Conference or Workshop Item Item not available online. (2006)
Clustering fetal heart rate tracings by compression C. Costa Santos, Paul Vitányi, J. Bernardes Bernardes and L. Artilez Conference or Workshop Item Item not available online. (2006)
Combining graph Laplacians for semi--supervised learning Andreas Argyriou, Mark Herbster and Massimiliano Pontil Conference or Workshop Item (2006)
Common subset selection of inputs in multiresponse regression Timo Similä and Jarkko Tikka Conference or Workshop Item Item availablity restricted. (2006)
Community-based Annotation of Multimedia Documents Ajay Chakravarthy, Vitaveska Lanfrachi and Fabio Ciravegna Conference or Workshop Item (2006)
Comparison-based algorithms: worst-case optimality, optimality w.r.t a bayesian prior, the intraclass-variance minimization in EDA, and implementations with billiards Sylvain Gelly, Sylvie Ruette and Olivier Teytaud Conference or Workshop Item (2006)
Complexity analysis of abductive action theory S Muggleton, H Watanabe and K Inoue Conference or Workshop Item Item not available online. (2006)
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees Konrad Rieck, Pavel Laskov and Sören Sonnenburg Conference or Workshop Item (2006)
Continuous Time Markov Networks Tal El-Hay, Nir Friedman, Daphne Koller and Raz Kupferman Conference or Workshop Item (2006)
Cross-entropy optimization for independent process analysis Zoltan Szabo, Barnabas Poczos and András Lorincz Conference or Workshop Item Item availablity restricted. (2006)
Cross-entropy optimization for independent process analysis Zoltan Szabo, Barnabas Poczos and András Lorincz Conference or Workshop Item Item availablity restricted. (2006)
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods matthias seeger Conference or Workshop Item (2006)
Data summarisation by typicality-based clustering for vectorial data and nonvectorial data Marie-Jeanne Lesot and Rudolf Kruse Conference or Workshop Item Item not available online. (2006)
Data Visualization with Simultaneous Feature Selection Dharmesh Maniyar and Ian Nabney Conference or Workshop Item Item not available online. (2006)
Datalog and Constraint Satisfaction with Infinite templates Victor Dalmau and Manuel Bodirsky Conference or Workshop Item (2006)
Deterministic Annealing for Semi-supervised Kernel Machines Vikas Sindhwani, Sathiya Keerthi and Olivier Chapelle Conference or Workshop Item (2006)
Document annotation by active learning techniques Boris Chidlovskii and Loïc Lecerf Conference or Workshop Item Item not available online. (2006)
Efficient Algorithms for similarity measures over sequential data: a look beyond kernels K Rieck, P Laskov and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Embedding sample points relevance in SVM linear classification Bruno Apolloni and Dario Malchiodi Conference or Workshop Item Item not available online. (2006)
Extracting Discriminative Information from Medical Images: A Multivariate Linear Approach C Thomaz, N Aguiar, S Oliveira, F Duran, G Busatto, D Gillies and D Rueckert Conference or Workshop Item Item not available online. (2006)
Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care Christopher Williams and John Quinn Conference or Workshop Item (2006)
Fault-diameter of generalized Cartesian products Iztok Banič and Janez Žerovnik Conference or Workshop Item Item not available online. (2006)
Finding community structure in social network analysis – overview Jan Rupnik Conference or Workshop Item Item not available online. (2006)
Fixed-Parameter Complexity of Minimum Profile Problems. G. Gutin, S. Szeider and A. Yeo Conference or Workshop Item (2006)
Flexible length phrases in document classification Daniel Radosevic, Jasminka Dobsa and Dunja Mladenić Conference or Workshop Item Item not available online. (2006)
Fully automatic facial action unit detection and temporal analysis M Valstar and M Pantic Conference or Workshop Item Item not available online. (2006)
Fuzzy prototypes based on typicality degrees Marie-Jeanne Lesot, Laure Mouillet and Bernadette Bouchon-Meunier Conference or Workshop Item Item not available online. (2006)
Gaze-X: Adaptive affective multimodal interface for single-user office scenarios L Maat and M Pantic Conference or Workshop Item Item not available online. (2006)
General lower bounds for evolutionary algorithms Olivier Teytaud and Sylvain Gelly Conference or Workshop Item (2006)
Generalized Spectral Bounds for Sparse LDA Baback Moghadam, Yair Weiss and Shai Avidan Conference or Workshop Item Item not available online. (2006)
Genre document classification using flexible length phrases Daniel Radosevic, Jasminka Dobsa, Dunja Mladenić, Miroslav Novak and Zlatko Stapic Conference or Workshop Item Item not available online. (2006)
Graph Based Semi-Supervised Learning with Sharper Edges HyunJung Shin, Jeremy Hill and Gunnar Raetsch Conference or Workshop Item (2006)
Gustafson-Kessel-like clustering algorithm based on typicality degrees Marie-Jeanne Lesot and Rudolf Kruse Conference or Workshop Item Item not available online. (2006)
Hierarchical Classification: Combining Bayes with SVM Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Conference or Workshop Item (2006)
Hierarchical statistical shape analysis and prediction of sub-cortical brain structures A Rao, T Cootes and D Rueckert Conference or Workshop Item Item not available online. (2006)
How entropy-theorems can show that approximating high-dim Pareto-fronts is too hard. Olivier Teytaud Conference or Workshop Item (2006)
How to choose the covariance for Gaussian process regression independently of the basis Matthias Franz and Peter Gehler Conference or Workshop Item (2006)
Human Computing and machine understanding of human behavior: A Survey M Pantic, A Pentland, A Nijholt and T Huang Conference or Workshop Item Item not available online. (2006)
Image annotation with Photocopain Mischa M. Tuffield, Stephen Harris, David P. Duplaw, Ajay Chakravarthy, Christopher Brewester, Nicholas Gibbins, Kieron O'Hara, Fabio Ciravegna, Derek Sleeman, Nigel R. Shatbolt and Yorick Wilks Conference or Workshop Item (2006)
Implementing an XML-RPC client in Mathematica Dario Malchiodi Conference or Workshop Item Item not available online. (2006)
Incorporating non-motion cues into 3D motion segmentation Amit Gruber and Yair Weiss Conference or Workshop Item (2006)
Interacting Source Analysis- Identifying interactions in mixed and noisy complex systems Frank Meinecke, Andreas Ziehe, Guido Nolte and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Interpolating support information granules Bruno Apolloni, Simone Bassis, Dario Malchiodi and Witold Perdycz Conference or Workshop Item Item not available online. (2006)
Investigating a Generic Paraphrase-based Approach for Relation Extraction Lorenza Romano, Milen Kouylekov, Idan Szpektor, Ido Dagan and Alberto Lavelli Conference or Workshop Item (2006)
It’s a Long Way to Monte-Carlo: Probabilistic GPS Navigation John Williamson, S. Strachan and Roderick Murray-Smith Conference or Workshop Item (2006)
Kernel-based recognition of human actions using spatiotemporal salient points A Oikonomopoulos, I Patras and M Pantic Conference or Workshop Item Item not available online. (2006)
Latent Mixture Vocabularies for Object Categorization Diane Larlus and Frederic Jurie Conference or Workshop Item (2006)
Learning for stochastic dynamic programming Sylvain Gelly, Jeremie Mary and Olivier Teytaud Conference or Workshop Item (2006)
Learning High-Order MRF Priors of Color Image J. McAuley, T. Caetano, Alex Smola and Matthias Franz Conference or Workshop Item (2006)
Learning high-order MRF priors of color images Julian McAuley, Tiberio Caetano, Alex Smola and Matthias Franz Conference or Workshop Item (2006)
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path A Antos, Csaba Szepesvari and R Munos Conference or Workshop Item Item not available online. (2006)
Learning Saliency Maps for Object Categorization Frank Moosmann, Diane Larlus and Frederic Jurie Conference or Workshop Item (2006)
Learning the tree augmented naive bayes classifier from incomplete datasets Olivier François and Philippe Leray Conference or Workshop Item Item not available online. (2006)
Learning to Combine Top-Down and Bottom-Up Segmentation Anat Levin and Yair Weiss Conference or Workshop Item Item not available online. (2006)
Linear program differentiation for single-channel speech separation B.A. Pearlmutter and R. K. Olsson Conference or Workshop Item Item not available online. (2006)
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik and Cordelia Schmid Conference or Workshop Item (2006)
Machine Learning Methods for Estimating Operator Equations Florian Steinke and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (2006)
Machine learning ranking and INEX'05 Jean-Noel Vittaut and Patrick Gallinari Conference or Workshop Item Item availablity restricted. (2006)
MCMC for doubly-intractable distributions Iain Murray, Zoubin Ghahramani and David J.C. MacKay Conference or Workshop Item (2006)
Missing Data in Kernel PCA Guido Sanguinetti and Neil Lawrence Conference or Workshop Item Item not available online. (2006)
Model order selection for clustered bio-molecular data Alberto Bertoni and Giorgio Valentini Conference or Workshop Item (2006)
Model-based, multimodal interaction in document browsing P Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (2006)
Modelling transcriptional regulation using Gaussian processes Neil Lawrence, Guido Sanguinetti and Magnus Rattray Conference or Workshop Item Item not available online. (2006)
Motif Based Classification of Coregulated Genes G. Pavesi, Giorgio Valentini, G. Mauri, and G. Pesole Conference or Workshop Item (2006)
Multi-class protein fold prediction using stochastic logic programs J Chen and S Muggleton Conference or Workshop Item Item not available online. (2006)
Multiclassifier fusion in human brain MR segmentation: modelling convergence R Heckemann, J Hajnal, P Aljabar, D Rueckert and A Hammers Conference or Workshop Item Item not available online. (2006)
Neural Disparity Computation from IKONOS Stereo Imagery in the Presence of Occlusions Ignazio Gallo, Elisabetta Binaghi, Andrea Baraldi and A. Gerhardinger Conference or Workshop Item (2006)
Non-Gaussian Component Analysis: a Semiparametric Framework for Linear Dimension Reduction Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item (2006)
Nonlinear dimensionality reduction viewed as information retrieval Jarkko Venna and Samuel Kaski Conference or Workshop Item (2006)
Object Localization by Subspace clustering of Local Descriptors Charles Bouveyron, Juho Kannala, Cordelia Schmid and Stephane Girard Conference or Workshop Item (2006)
Obtaining the best linear unbiased estimator of noisy signals by non-gaussian component analysis Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (2006)
On the Convergence of Eigenspaces in Kernel Principal Component Analysis Laurent Zwald and Gilles Blanchard Conference or Workshop Item (2006)
On the oriented network design problem Janez Žerovnik Conference or Workshop Item Item not available online. (2006)
On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy Olivier Teytaud, Sylvain Gelly and Jeremie Mary Conference or Workshop Item (2006)
On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy Sylvain Gelly, Jeremie Mary and Olivier Teytaud Conference or Workshop Item (2006)
Online Learning meets Optimization in the Dual Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2006)
Online Multiclass Learning by Interclass Hypothesis Sharing Michael Fink, Shai Shalev-Shwartz, Yoram Singer and Shimon Ullman Conference or Workshop Item (2006)
Optimal single-class classification strategies Ran El-Yaniv and Mordechai Nisenson Conference or Workshop Item (2006)
Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (2006)
Optimizing Spectral Filters for Single Trial EEG Classification Ryota Tomioka, Guido Dornhege, Guido Nolte, Kazuyuki Aihara and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Overview of algorithms for graph drawing Bostjan Pajntar Conference or Workshop Item Item not available online. (2006)
Pattern Recognition from One Example by Chopping François Fleuret and Gilles Blanchard Conference or Workshop Item (2006)
Phase Synchrony Rate for the Recognition of Motor Imagery in Brain-Computer Interface Le Song, Elly Gysels and Evian Gordon Conference or Workshop Item (2006)
Posterior based keyword spotting with a priori thresholds Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard Conference or Workshop Item (2006)
Predictive and Descriptive Approaches to Learning Game Rules from Vision Data P Santos, S Colton and D Magee Conference or Workshop Item Item not available online. (2006)
Principles of real-time computing with feedback applied to cortical microcircuit models. Wolfgang Maass, Prashant Joshi and Eduardo D. Sontag Conference or Workshop Item Item not available online. (2006)
Process state and progress visualization using self-organizing map Risto Hakala, Timo Similä, Miki Sirola and Jukka Parviainen Conference or Workshop Item Item not available online. (2006)
Quasi-Random Resamplings, with aplications to rule Extraction, Cross-Validation and (su-)bagging Olivier Teytaud, Justin Bedo, Stéphane Lallich and Elie Prudhomme Conference or Workshop Item (2006)
Randomized Clustering Forests for Building Fast and Discriminative Visual Vocabularies Frank Moosmann, William Triggs and Frederic Jurie Conference or Workshop Item (2006)
Range determination for mobile robots using one omnidirectional camera Ola Millnert, Toon Goedeme, Tinne Tuytelaars, Luc Van Gool, Luc Van Gool, Alexander Huntemann and Marnix Nuttin Conference or Workshop Item (2006)
Real and complex independent subspace analysis by generalized variance Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2006)
Real and complex independent subspace analysis by generalized variance Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2006)
Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2006)
Relation descriptive analysis of gene expression data Igor Trajkovski, Filip Zelezni, Nada Lavrac and Jakub Tolar Conference or Workshop Item Item not available online. (2006)
Requirements for Multimedia Document Enrichment Ajay Chakravarthy, Vitaveska Lanfrachi and Fabio Ciravegna Conference or Workshop Item (2006)
Resource-Aware Parameterizations of EDA Sylvain Gelly, Olivier Teytaud and Christian Gagne Conference or Workshop Item (2006)
RSPSA: enhanced parameter optimisation in games L Kocsis, Csaba Szepesvari and M. H. M. Winands Conference or Workshop Item Item not available online. (2006)
Similarity of Objects and the Meaning of Words Rudi Cilibrasi and Paul Vitányi Conference or Workshop Item (2006)
Single-Channel Speech Separation using Sparse Non-Negative Matrix Factorization M. N. Schmidt and R. K. Olsson Conference or Workshop Item Item not available online. (2006)
Sparse Gaussian processes using pseudo-inputs Ed Snelson and Zoubin Ghahramani Conference or Workshop Item (2006)
Spatial Weighting for Bag-of-Features Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (2006)
Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms Baback Moghadam, Yair Weiss and Shai Avidan Conference or Workshop Item Item not available online. (2006)
Spontaneous vs. posed facial behavior: Automatic analysis of brow actions M Valstar, M Pantic, Z Ambadar and J Cohn Conference or Workshop Item Item not available online. (2006)
State Inference in Variational Bayesian Nonlinear State-Space Models Tapani Raiko, Matti Tornio, Antti Honkela and Juha Karhunen Conference or Workshop Item Item availablity restricted. (2006)
Statistical inference and data mining: false discoveries control Stéphane Lallich, Olivier Teytaud and Elie Prudhomme Conference or Workshop Item (2006)
SVM et apprentissage des très grandes bases de données Gaëlle Loosli, Stéphane Canu and Leon Bottou Conference or Workshop Item (2006)
Temporal visual cues aid speech recognition X Zhou, L. Ross, Jan Larsen and L Parra Conference or Workshop Item Item not available online. (2006)
The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell Benjamin Blankertz, Guido Dornhege, M. Krauledat, Michael Schroeder, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller Conference or Workshop Item (2006)
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2006)
Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2006)
Towards Meta-level Descriptive ILP P Torres and S Colton Conference or Workshop Item Item not available online. (2006)
Towards Universal Chemical Turing Machines S Muggleton Conference or Workshop Item Item not available online. (2006)
Tracking the Best Hyperplane with a Simple Budget Perceptron Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2006)
Transaction databases, Frequent Itemsets, and Their Condensed Representations Taneli Mielikäinen Conference or Workshop Item (2006)
Transformation invariant component analysis for binary images Zoran Zivkovic and Jakob Verbeek Conference or Workshop Item Item not available online. (2006)
Using DMoz for constructing ontology from data stream Marko Grobelnik, Janez Brank, Dunja Mladenić, Blaz Novak and Blaz Fortuna Conference or Workshop Item Item not available online. (2006)
Using more informative posterior probabilities for speech recognition Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard Conference or Workshop Item (2006)
Variable noise and dimensionality reduction for sparse Gaussian processes Ed Snelson and Zoubin Ghahramani Conference or Workshop Item (2006)
Variational Bayes for Continuous-Time Nonlinear State-Space Models Antti Honkela, Matti Tornio and Tapani Raiko Conference or Workshop Item (2006)
Visual Classification of Images by Learning Geometric Appearances through Boosting Martin Antenreiter, Christian Savu-Krohn and Peter Auer Conference or Workshop Item Item not available online. (2006)
Visual data mining using principled projection algorithms and information visualization techniques Dharmesh Maniyar and Ian Nabney Conference or Workshop Item Item not available online. (2006)
Visual topological map building in self-similar environments Toon Goedeme, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Conference or Workshop Item (2006)
What is the dimension of your binary data? Nikolaj Tatti, Taneli Mielikäinen, Aristides Gionis and Heikki Mannila Conference or Workshop Item (2006)
Word Alignment via Quadratic Assignment Simon Lacoste-Julien, Ben Taskar, Dan Klein and Michael I. Jordan Conference or Workshop Item (2006)
Worst Case Analysis of Max-Regret, Greedy and Other Heuristics for Multidimensional Assignment and Traveling Salesman Problems G. Gutin, B. Goldengorin and J. Huang Conference or Workshop Item (2006)
Wrapper induction and maintenance in documentum ECI Boris Chidlovskii, Bruno Roustant and Marc Brette Conference or Workshop Item Item not available online. (2006)
Writer identification for smart meeting room systems Marcus Liwicki, A. Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz and Jonas Richiardi Conference or Workshop Item (2006)

Monograph

A Least Squares Q-Learning Algorithm for Optimal Stopping Problems Huizhen Yu and Dimitri Bertsekas Monograph Item availablity restricted. (December 2006)
Probabilistic inference for solving (PO)MDPs Marc Tousaint, Stefan Harmeling and Amos Storkey Monograph (December 2006)
Probabilistic inference for solving (PO)MDPs Marc Toussaint, Stefan Harmeling and Amos Storkey Monograph (December 2006)
Batch Reinforcement Learning Methods for Point to Point movements Gerhard Neumann, Michael Pfeiffer and Helmut Hauser Monograph (16 October 2006)
Generic and Typical Ranks of Three-Way Arrays Pierre Comon and Jos ten Berge Monograph Item availablity restricted. (04 September 2006)
Reinforcement Learning for Trajectory Following Gerhard Neumann, Michael Pfeiffer and Helmut Hauser Monograph (01 September 2006)
PAC Classification based on PAC Estimates of Label Class Distributions Nick Palmer and Paul Goldberg Monograph (11 July 2006)
More efficiency in multiple kernel learning Alain Rakotomamonjy, Stéphane Canu and Yves Grandvalet Monograph Item availablity restricted. (15 June 2006)
Delays and Oscillations in Networks of Spiking Neurons---a Two-Timescale Analysis Dotan Di Castro, Ron Meir and Irad Yavneh Monograph Item availablity restricted. (June 2006)
Discriminative Kernel-Based Phoneme Sequence Recognition Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer and Dan Chazan Monograph (June 2006)
Information-Theoretically Optimal Histogram Density Estimation Petri Kontkanen and Petri Myllymäki Monograph Item availablity restricted. (17 March 2006)
Learning via Linear Operators: Maximum Margin Regression Sandor Szedmak, John Shawe-Taylor and Emilio Parado-Hernandez Monograph (10 January 2006)
Efficient Nonparametric Bayesian Modelling with Sparse Gaussian Process Approximations matthias seeger, Neil Lawrence and Ralf Herbrich Monograph (2006)

Other

The PASCAL Visual Object Classes Challenge 2006 (VOC 2006) Results Mark Everingham, Andrew Zisserman, Christopher Williams and Luc Van Gool Other (11 September 2006)
Towards the Inference of Graphs on Ordered Vertices Alexander Zien, Gunnar Raetsch and Cheng Soon Ong Other (07 August 2006)
Challenge Learning Object Package (CLOP). Quickstart guide. Isabelle Guyon and Amir Saffari Other (May 2006)
On a Connection between Object Localization with a Generative Template of Features and Pose-space Prediction Methods Christopher Williams and Moray Allan Other (January 2006)
Erratum: Bayesian estimation for quantification by real-time Polymerase Chain Reaction Nadia Lalam and Christine Jacob Other Item not available online. (2006)
Excitatory Multimodal Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and S. Hughes Other (2006)
Review of the book 'statistical and inductive inference by Minimum Message Length', by C. Wallace Peter Grünwald Other Item not available online. (2006)
Separation theorem for K-independent subspace analysis with sufficient conditions Zoltan Szabo, Barnabas Poczos and András Lorincz Other (2006)

Thesis

Discovering the truth by conducting experiments Wouter Koolen Thesis (07 December 2006)
Bayesian Inference in Nonlinear and Relational Latent Variable Models Tapani Raiko Thesis (01 December 2006)
Context methods and infinite alphabets in information theory Aurelien Garivier Thesis (23 November 2006)
Inférence grammaticale de langages hors-contextes Rémi Eyraud Thesis (November 2006)
Modélisation et classification des données de grande dimension : application à l’analyse d’images Charles Bouveyron Thesis (September 2006)
Temporal feature integration for Music Organisation Anders Meng Thesis Item not available online. (06 August 2006)
Continuous Uncertain Interaction John Williamson Thesis Item not available online. (August 2006)
Finding People in Images and Videos Navneet Dalal Thesis Item not available online. (17 July 2006)
Induction of the Morphology of Natural Language: Unsupervised Morpheme Segmentation with Application to Automatic Speech Recognition Mathias Creutz Thesis Item not available online. (15 June 2006)
Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces Silvia Chiappa Thesis Item not available online. (June 2006)
Applied Textual Entailment Oren Glickman Thesis (June 2006)
Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information Norman Poh Thesis (June 2006)
Second order properties in semiparametrics and applications Ismael Castillo Thesis (June 2006)
Source Separation for Hearing Aid Applications Michael Syskind Pedersen Thesis Item not available online. (31 May 2006)
Machine Learning for Image Based Motion Capture Ankur Agarwal Thesis (26 April 2006)
Music Genre Classification Systems - A Computational Approach Peter Ahrendt Thesis (01 March 2006)
Increasing Information Transfer Rates for Brain-Computer Interfacing Guido Dornhege Thesis Item not available online. (March 2006)
Approaches to better context modelling and categorization Rasmus Elsborg Madsen Thesis Item not available online. (07 February 2006)
Semantic Models for Machine Learning David Hardoon Thesis (February 2006)
Ensembles for sequence learning Christos Dimitrakakis Thesis (2006)

This list was generated on Sat Sep 20 17:24:16 BST 2014.