Year: 2008

Article

	Importance of high-order n-gram models in morph-based speech recognition Teemu Hirsimäki, Janne Pylkkönen and Mikko Kurimo Article Item not available online. (31 December 2008)
	Expert-Driven Genetic Algorithms for Simulating Evaluation Functions Omid David-Tabibi, Moshe Koppel and Nathan Netanyahu Article (19 December 2008)
	Probabilistic assignment of formulas to mass peaks in metabolomics experiments. Simon Rogers, R Scheltema, Mark Girolami and R Breitling Article Item not available online. (18 December 2008)
	Towards structured output prediction of enzyme function Katja Astikainen, Liisa Holm, Esa Pitkänen, Sandor Szedmak and Juho Rousu Article Item not available online. (17 December 2008)
	Manifold based local classifiers: linear and non linear approaches Hakan Cevikalp, Diane Larlus, William Triggs, Mike Neamtu and Frederic Jurie Article (07 December 2008)
	Beamforming in non-invasive Brain-Computer Interfaces Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann and Martin Buss Article Item not available online. (02 December 2008)
	Stochastic text models for music categorization Carlos Pérez-Sancho, David Rizo and José Iñesta Article (02 December 2008)
	An efficient search algorithm for content-based image retrieval with user feedback Alex Leung and Peter Auer Article Item not available online. (December 2008)
	Bit-Interleaved Coded Modulation in the Wideband Regime Alfonso Martinez, Albert Guillén i Fàbregas, Giuseppe Caire and Frans Willems Article Item not available online. (December 2008)
	DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification Simon Lacoste-Julien, Fei Sha and Michael I. Jordan Article (December 2008)
	ICA based on a Smooth Estimation of the Differential Entropy Lev Faivishevsky and Jacob Goldberger Article (December 2008)
	Identifying differentially expressed subnetworks with MMG Josselin Noirel, Guido Sanguinetti and Phillip C. Wright Article Item not available online. (December 2008)
	Joining linguistic and statistical methods for Spanish-to-Basque speech translation Alicia Pérez, M. Inés Torres and Francisco Casacuberta Article Item not available online. (December 2008)
	Magic Moments for Structured Output Prediction elisa ricci, Tijl De Bie and Nello Cristianini Article Item not available online. (December 2008)
	On Nonparametric Residual Variance Estimation Elia Liitiäinen, Francesco Corona and Amaury Lendasse Article Item not available online. (December 2008)
	Parameter estimation of ODE’s via nonparametric estimators Nicolas J-B. Brunel Article (December 2008)
	Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (December 2008)
	SimpleMKL Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet Article (December 2008)
	Spoken Language Interaction with Model Uncertainty: An Adaptive Human-Robot Interaction System Finale Doshi and Nicholas Roy Article (December 2008)
	Stacked Dependency Networks for Layout Document Structuring Boris Chidlovskii and Loic Lecerf Article Item not available online. (December 2008)
	Statistical framework for a Spanish spoken dialogue corpus C. D. Martínez, José Miguel Benedí and Ramón Granell Article Item not available online. (December 2008)
	Strongly consistent model selection for densities Gérard Biau, Benoît Cadre, Luc Devroye and Laszlo Gyorfi Article (December 2008)
	Support vector regression with interval-input interval-output Wensen An, Cecilio Angulo and Yanguang Sun Article Item not available online. (December 2008)
	Compressing spectral data using optimised Gaussian basis Tuomas Kärna, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (29 November 2008)
	Learning the Switching Rate by Discretising Bernoulli Sources Online Steven de Rooij and Tim Erven, van Article (05 November 2008)
	A kernel method for unsupervised structured network inference Christoph Lippert, Oliver Stegle, Zoubin Ghahramani and Karsten Borgwardt Article Item not available online. (03 November 2008)
	Efficient Graphlet Kernels for Large Graph Comparison Nino Shervashidze, S V N Vishwanathan, Tobias Petri, Kurt Mehlhorn and Karsten Borgwardt Article Item not available online. (03 November 2008)
	Least squares contour alignment Ivan Markovsky and Sasan Mahmoodi Article (01 November 2008)
	Learning the Coordinate Gradients Yiming Ying, Qiang Wu and Colin Campbell Article (01 November 2008)
	A Convergent Single Time Scale Actor Critic Algorithm Dotan Di Castro and Ron Meir Article Item availablity restricted. (November 2008)
	A statistical approach to crosslingual natural language tasks David Pinto, Jorge Civera, Alberto Barrón, Alfons Juan and Paolo Rosso Article Item not available online. (November 2008)
	Accurate image search using the contextual dissimilarity measure Herve Jegou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek Article Item not available online. (November 2008)
	Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems J. J. Murillo-Fuentes and Fernando Perez-Cruz Article (November 2008)
	Graph Rigidity, Cyclic Belief Propagation and Point Pattern Matching Julian J McAuley, Tiberio S Caetano and Marconi S Barbosa Article (November 2008)
	Herbrich, R., Learning Kernel Classifiers: Theory and Algorithms (Book Review) Cecilio Angulo Article Item not available online. (November 2008)
	Herbrich, R., Learning kernel classifiers: theory and algorithms (book review) Cecilio Angulo Article Item not available online. (November 2008)
	Identifying Graph Clusters using Variational Inference and links to Covariance Parameterisation David Barber Article (November 2008)
	Optimism in the Face of Uncertainty Should be Refutable Ronald Ortner Article Item not available online. (November 2008)
	Switching Regulatory Models of Cellular Stress Response Guido Sanguinetti, Andreas Ruttor, Manfred Opper and Cedric Archambeau Article Item not available online. (November 2008)
	Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo E. de Campos and Samuel Kaski Article (30 October 2008)
	Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. Simon Rogers, Mark Girolami, W Kolch, K Waters, T Liu, B Thrall and H.S. Wiley Article Item not available online. (30 October 2008)
	A New Distance Measure for Model-Based Sequence Clustering Dario Garcia-Garcia, Emilio Parrado-Hernandez and Fernando Diaz-de-MAria Article (16 October 2008)
	Near-optimal supervised feature selection among frequent subgraphs Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alex Smola, Le Song, Philip Yu, Xifeng Yan and Karsten Borgwardt Article Item not available online. (05 October 2008)
	A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series Oliver Stegle, Katherine Denby, Zoubin Ghahramani, David Wild and Karsten Borgwardt Article (01 October 2008)
	Bayesian Unsupervised Learning with Multiple Data Types Phaedra Agius, Yiming Ying and Colin Campbell Article (01 October 2008)
	On time-bounded incompressibility of compressible strings Edgar G. Daylight, Wouter M. Koolen and Paul M.B. Vitányi Article Item not available online. (01 October 2008)
	A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback Robert Legenstein, Dejan Pecevski and Wolfgang Maass Article Item not available online. (October 2008)
	Efficient Kernel Orthonormalized PLS for Remote Sensing Applications Jerónimo Arenas-Garcia and Gustavo Camps-Valls Article (October 2008)
	Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences Fei Yan, William Christmas and Josef Kittler Article Item not available online. (October 2008)
	Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection Andreas Opelt, Axel Pinz and Andrew Zisserman Article (October 2008)
	Measuring Uncertainty in Graph Cut Solutions Pushmeet Kohli and Philip Torr Article (October 2008)
	Nonlinear Channel Equalization with Gaussian Processes for Regression Fernando Perez-Cruz, J. J. Murillo-Fuentes and Sebastian Caro Article (October 2008)
	Query Learning and Certificates in Lattices Marta Arias and José L. Balcázar Article (October 2008)
	Summarization system evaluation revisited: N-gram graphs George Giannakopoulos, Vangelis Karkaletsis, George Vouros and Panagiotis Stamatopoulos Article Item not available online. (October 2008)
	Variational Bayesian least squares: An application to brain-machine interface data Jo-Anne Ting, Aaron D'Souza, Kenji Yamamoto, Toshinori Yoshioka, Donna Hoffman, Shinji Kakei, Lauren Sergio, John Kalaska, Mitsuo Kawato, Peter Strick and Stefan Schaal Article (October 2008)
	Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat and Klaus-Robert Müller Article Item not available online. (30 September 2008)
	Spatio-Temporal Road Condition Forecasting With Markov Chains and Artificial Neural Networks Konsta Sirvio and Jaakko Hollmen Article Item availablity restricted. (30 September 2008)
	Wavelength selection using the measure of topological relevance on the Self-Organizing Map Francesco Corona, Satu-Pia Reinikainen, Kari Aalioki, Anniki Perkkiö, Elia Liitiäinen, Roberto Baratti, Amaury Lendasse and Olli Simula Article Item availablity restricted. (29 September 2008)
	Automatic Detection of Onset and Cessation of Tree Stem Radius Increase using Dendrometer Data and CUSUM Charts Mika Sulkava, Harri Mäkinen, Pekka Nöjd and Jaakko Hollmen Article (17 September 2008)
	Probabilistic approach to detecting dependencies between data sets Arto Klami and Samuel Kaski Article Item not available online. (13 September 2008)
	When is there a representer theorem? Vector versus matrix regularizers Andreas Argyriou, Charles Micchelli and Massimiliano Pontil Article Item not available online. (09 September 2008)
	Latent grouping models for user preference prediction Eerika Savia, Kai Puolamäki and Samuel Kaski Article Item not available online. (03 September 2008)
	Approximate Kernels for Trees Konrad Rieck, Tammo Krueger and Ulf Brefeld Article (September 2008)
	HECTAR: A method to predict subcellular targeting in heterokonts Bernhard Gschloessl, Yann Guermeur and J Mark Cock Article Item not available online. (September 2008)
	IDD: A Supervised Interval Distance-Based Method for Discretization Francisco Javier Ruiz, Cecilio Angulo and Núria Agell Article Item not available online. (September 2008)
	Learning the Coordinate Gradients Yiming Ying, Qiang Wu and Colin Campbell Article Item not available online. (September 2008)
	On Approximate Maximum Likelihood Methods for Blind Identification: How to Cope with the Curse of Dimensionality Steffen Barembruch, Aurelien Garivier and Eric Moulines Article Item not available online. (September 2008)
	Parieto-occipital alpha power indexes distraction during simulated car driving Ruth Schubert, Michael Tangermann, Stefan Haufe, Claudia Sannelli, Michael Simon, Eike Schmidt, Wilhelm Kincses and Gabriel Curio Article Item not available online. (September 2008)
	Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic Graph Cuts Pushmeet Kohli, Jon Rihan, Matthieu Bray and Philip Torr Article (September 2008)
	Speaker Recognition in Two Wire Test Sessions Hagai Aronowitz and Yosef Solewicz Article (September 2008)
	Structured Prediction with Reinforcement Learning francis maes, Ludovic Denoyer and Patrick Gallinari Article (September 2008)
	When Is There a Representer Theorem? Vector versus Matrix Regularizers Andreas Argyriou, Charles Micchelli and Massimiliano Pontil Article (September 2008)
	Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier and Léon Botou Article Item availablity restricted. (17 August 2008)
	Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities Pei Gao, Antti Honkela, Magnus Rattray and Neil Lawrence Article Item availablity restricted. (15 August 2008)
	Handbook for the GREAT08 Challenge: An image analysis competition for cosmological lensing S. L. Bridle, John Shawe-Taylor and +29 co-authors from astronomy backgrounds Article Item not available online. (07 August 2008)
	A hierarchical clustering algorithm based on the Hungarian method Jacob Goldberger and Tamir Tassa Article (August 2008)
	A Self-Learning System for Detection of Anomalous SIP Messages Konrad Rieck, Stefan Wahl, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article (August 2008)
	Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks Michael Collins, Amir Globerson, Terry Koo, Xavier Carreras and Peter Bartlett Article (August 2008)
	Learning Balls of Strings from Edit Corrections Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Article Item not available online. (August 2008)
	Learning Balls of Strings from Edit Corrections Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Article Item availablity restricted. (August 2008)
	Minimum Leaf Out-branching and Related Problems Gregoy Gutin, I. Razgon and E.J. Kim Article (August 2008)
	On Relevant Dimensions in Kernel Feature Spaces Mikio braun, Joachim Buhmann and Klaus-Robert Müller Article (August 2008)
	Simplifying mixture models using the Unscented Transform Jacob Goldberger, Hayit Greenspan and Jeremie Dreyfuss Article (August 2008)
	Evolutionary entropy: A predictor of body mass, metabolic rate and maximal life span L. Demetrius, S. Legendre and Peter Harremoes Article (27 July 2008)
	Sparse multinomial kernel discriminant analysis (sMKDA) Robert Harrison and Kitsuchart Pasupa Article Item not available online. (23 July 2008)
	Clique Matrices for Statistical Graph Decomposition and Parameterising Restricted Positive Definite Matrices David Barber Article (09 July 2008)
	Catching Up Faster by Switching Sooner: A Prequential Solution to the AIC-BIC Dilemma Tim Erven, van, Peter Grünwald and Steven de Rooij Article (July 2008)
	Digital Communication Receivers Using Gaussian Processes for Machine Learning fernando Perez-Cruz and J. J. Murillo-Fuentes Article (July 2008)
	Error Bounds for Approximations from Projected Linear Equations Huizhen Yu and Dimitri Bertsekas Article Item not available online. (July 2008)
	Inferring sparse kernel combination and relevance vectors: an application to subcelluar localization of proteins Theo Damoulas, Yiming Ying, Mark Girolami and Colin Campbell Article Item not available online. (July 2008)
	Learning and Classification of Malware Behavior Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Düssel and Pavel Laskov Article (July 2008)
	Pattern analysis for the prediction of fungal pro-peptide cleavage sites Sureyya Ozogur, John Shawe-Taylor, G.W. Weber and Z.B. Ögel Article (11 June 2008)
	Multilevel Image Coding with Hyperfeatures Ankur Agarwal and William Triggs Article Item availablity restricted. (01 June 2008)
	Clustering of population pyramids Vladimir Batagelj, Nataša Kejžar and Simona Korenjak-Černe Article Item not available online. (June 2008)
	Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Article Item not available online. (June 2008)
	Maximal causes for non-linear component extraction. Jörg Lücke and Maneesh Sahani Article Item not available online. (June 2008)
	On the use of different loss functions in statistical pattern recognition applied to machine translation Jesús Andrés, Daniel Ortiz, Ismael García and Francisco Casacuberta Article Item not available online. (June 2008)
	Ranking Categorical Features Using Generalization Properties Sivan Sabato and Shai Shalev-Shwartz Article (June 2008)
	Report on the XML mining track at INEX 2007 Ludovic Denoyer and Patrick Gallinari Article Item not available online. (June 2008)
	Semantic Role Labeling: An Introduction to the Special Issue Lluís Màrquez, Xavier Carreras, Kennetch C. Litkowski and Suzanne Stevenson Article (June 2008)
	The scaling problem in the pattern recognition approach to machine translation Daniel Ortiz, Ismael García and Francisco Casacuberta Article Item not available online. (June 2008)
	Integrated Gene Copy Number and Expression Microarray Analysis of Gastric Cancer Highlights Potential Target Genes Samuel Myllykangas, Siina Junnila, Arto Kokkola, Reija Autio, Ilari Scheinin, Tuula Kiviluoto, Marja-Liisa Karjalainen-Lindsberg, Jaakko Hollmen, Sakari Knuutila, Pauli Puolakkainen and Outi Monni Article Item availablity restricted. (27 May 2008)
	Classification of human cancers based on DNA copy number amplification modeling Samuel Myllykangas, Jarkko Tikka, Tom Böhling, Sakari Knuutila and Jaakko Hollmen Article Item not available online. (14 May 2008)
	Comments on: "Augmenting the Bootstrap to Analyze High-Dimensional Genomic Data" Anne-Laure Boulesteix, Athanassios Kondylis and Nicole Krämer Article Item not available online. (May 2008)
	Properties of Classical and Quantum Jensen Shannon Divergence J. Briet, Peter Harremoes and F. Topsoe Article (May 2008)
	Recent efforts in spoken language translation Francisco Casacuberta, M. Federico, H. Ney and Enrique Vidal Article Item not available online. (May 2008)
	A Sequential Input Selection Algorithm for Long-term prediction of Time Series Jarkko Tikka and Jaakko Hollmen Article Item availablity restricted. (29 April 2008)
	The Metric Nearness Problem J Brickell, I.S. Dhillon, Suvrit Sra and J Tropp Article Item not available online. (23 April 2008)
	Margin adaptive model selection in statistical learning Sylvain Arlot and Peter L. Bartlett Article Item not available online. (18 April 2008)
	Pathways affected by asbestos exposure in normal and tumour tissue of lung cancer patients Salla Ruosaari, Tuija Hienonen-Kempas, Anne Puustinen, Virinder K. Sarhadi, Jaakko Hollmen, Sakari Knuutila, Juha Saharinen, Harriet Wikman and Sisko Anttila Article Item not available online. (14 April 2008)
	Using hidden Markov model to uncover processing states from eye movements in information search tasks Jaana Simola, Jarkko Salojärvi and Ilpo Kojo Article Item not available online. (14 April 2008)
	A note on the bias in SVMs for multi-classification Luis Gonzalez-Abril, Cecilio Angulo, Francisco Velasco and Juan Antonio Ortega Article Item not available online. (April 2008)
	Combining sparsity and rotational invariance in EEG/MEG source reconstruction Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Article (April 2008)
	Constrained domain maximum likelihood estimation for naive Bayes text classification Jesús Andrés and Alfons Juan Article Item not available online. (April 2008)
	Experiments with an ensemble of Spanish dependency parsers Roser Morante Article Item not available online. (April 2008)
	Information Consistency of Nonparametric Gaussian Process Methods matthias seeger, Sham Kakade and Dean P. Foster Article Item not available online. (April 2008)
	Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path András Antos, Csaba Szepesvari and Rémi Munos Article Item availablity restricted. (April 2008)
	MMG: a probabilistic tool to identify submodules of metabolic pathways Guido Sanguinetti, Josselin Noirel and Phillip C. Wright Article (April 2008)
	Solving variational inequalities with Stochastic Mirror-Prox algorithm A. Juditsky and A. Nemirovski Article Item availablity restricted. (April 2008)
	Tracking the Best Quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item availablity restricted. (April 2008)
	Bayesian inference of the sites of perturbations in metabolic pathways via Markov chain Monte Carlo Bayu Jayawardhana, Douglas Kell and Magnus Rattray Article (20 March 2008)
	Aberrations of chromosome 19 in asbestos-associated lung cancer and in asbestos-induced micronuclei of bronchial epithelial cells in vitro Salla Ruosaari, Penny Nymark, Mervi Aavikko, Eeva Kettunen, Sakari Knuutila, Jaakko Hollmen, Hannu Norppa and Sisko Anttila Article Item availablity restricted. (13 March 2008)
	Detecting Polymorphic Regions in the Arabidopsis thaliana Genome with Resequencing Microarrays Georg Zeller, Richard Clark, Korbinian Schneeberger, Detlef Weigel and Gunnar Raetsch Article Item not available online. (06 March 2008)
	The fault-diameter of Cartesian products Janez Žerovnik and Iztok Banič Article Item not available online. (March 2008)
	A numerical characterization of modified Hamori curve representation of DNA sequences Igor Pesek and Janez Žerovnik Article Item not available online. (March 2008)
	Agglomerative independent variable group analysis Antti Honkela, Jeremias Seppä and Esa Alhoniemi Article Item availablity restricted. (March 2008)
	Different orientations of males and females in computer-mediated negotiations Ron Katz, Yair Amichai-Hamburger, Efrat Manisterski and Sarit Kraus Article Item not available online. (March 2008)
	Dimensionality reduction for clustered data sets Guido Sanguinetti Article (March 2008)
	Discovering multi–level structures in bio-molecular data through the Bernstein inequality Alberto Bertoni and Giorgio Valentini Article (March 2008)
	Information rates of radiation as a photon gas Alfonso Martinez Article Item not available online. (March 2008)
	Learning iteratively a classifier with the Bayesian Model Averaging Principlestar Rudy Sicard, Thierry Artières and Eric Petit Article Item not available online. (March 2008)
	Modelling sequences using pairwise relational features rudy sicard and thierry artières Article Item not available online. (March 2008)
	Progress in modeling, theory, and application of computational intelligence Fabrice Rossi, Michael Biehl and Cecilio Angulo Article Item not available online. (March 2008)
	Simultaneous facial action tracking and expression recognition in the presence of head motion Fadi Dornaika and Franck Davoine Article Item not available online. (March 2008)
	Support Vector Machines for Interval Discriminant Analysis Cecilio Angulo, Davide Anguita, Luis Gonzalez-Abril and Juan Antonio Ortega Article Item not available online. (March 2008)
	Simple integrative preprocessing preserves what is shared in data sources Abhishek Tripathi, Arto Klami and Samuel Kaski Article Item not available online. (21 February 2008)
	Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset Cédric,C. Auliac, Vincent, V. Frouin, Xavier, X. Gidrol and Florence d'Alché-Buc Article Item not available online. (08 February 2008)
	Letting Stones Go Unturned Peter Bentley Article (06 February 2008)
	A Formal Context for Symmetric Dependencies Jaume Baixeries Article Item availablity restricted. (February 2008)
	Quantization for nonparametric regression Laszlo Gyorfi and Marten Wegkamp Article (February 2008)
	Self-consistent multiple testing procedures Gilles Blanchard and Étienne Roquain Article Item availablity restricted. (February 2008)
	A som-based approach to estimating product properties from spectroscopic measurements Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu and Roberto Baratti Article Item not available online. (19 January 2008)
	A general definition of conditional information and its application to ergodic decomposition Lukasz Debowski Article Item availablity restricted. (15 January 2008)
	The Desktop Doctor Peter Bentley Article (14 January 2008)
	Groups of Adjacent Contour Segments for Object Detection Vittorio Ferrari, Loic Fevrier, Frederic Jurie and Cordelia Schmid Article (01 January 2008)
	Self-Adaptive Utility-Based Web Session Management Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Article Item availablity restricted. (01 January 2008)
	A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Article (January 2008)
	A survey of kernel and spectral methods for clustering Maurizio Filippone, Francesco Camastra, Francesco Masulli and Stefano Rovetta Article Item not available online. (January 2008)
	A Unifying Framework for Robot Control with Redundant DOFs Jan Peters, Michael Mistry, Firdaus Udwadia, Jun Nakanishi and Stefan Schaal Article (January 2008)
	Continuous Time Particle Filtering for fMRI Lawrence Murray and Amos Storkey Article Item not available online. (January 2008)
	Exploration-exploitation tradeoff using variance estimates in multi-armed bandits Jean-Yves Audibert, Rémi Munos and Csaba Szepesvari Article Item not available online. (January 2008)
	Face recognition using classification based linear projections Moshe Butman and Jacob Goldberger Article (January 2008)
	HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (January 2008)
	Improved risk tail bounds for on-line algorithms Nicolò Cesa-Bianchi and Claudio Gentile Article (January 2008)
	Linear-Time Computation of Similarity Measures for Sequential Data Konrad Rieck and Pavel Laskov Article (January 2008)
	Modelling motion primitives and their timing in biologically executed movements Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2008)
	Modelling motion primitives and their timing in biologically executed movements Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2008)
	On the Bahadur-efficient Testing of Uniformity by means of Entropy Peter Harremoes and Igor Vajda Article (January 2008)
	Qualitative Evaluation of Chromatographic Data from Quality Control Schemes using a SVM Montserrat Ventura, Antoni Sanchez-Niubo, Francisco Javier Ruiz, Núria Agell, Rosa Ventura, Cecilio Angulo, Antonia Domingo-Salvany, Jordi Segura and Rafael de la Torre Article Item not available online. (January 2008)
	Bearing-based selection in mobile spatial interaction steven Strachan and Roderick Murray-Smith Article Item not available online. (2008)
	Causal Reasoning by Evaluating the Complexity of Conditional Densities with Kernel Methods Xiaohai Sun, Dominik Janzing and Bernhard Schoelkopf Article (2008)
	Filtering systems of coupled stochastic differential equations partially observed at high frequency Paul Fearnhead, Omiros Papaspiliopoulos, Gareth Roberts and Andrew Stuart Article Item not available online. (2008)
	POIMs: Positional Oligomer Importance Matrices - Understanding Support Vector Machine Based Signal Detectors Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Rätsch Article Item not available online. (2008)
	#An #optimal permutation routing algorithm on full-duplex hexagonal networks Janez Žerovnik and Ignasi Saun Walls Article Item not available online. (2008)
	A contribution to environmentally friendly winter road maintenance: : optimizing road de-icing Janez Žerovnik and Tomaž Kramberger Article Item not available online. (2008)
	A Discriminative Kernel-based Model to Rank Images from Text Queries David Grangier and Samy Bengio Article (2008)
	A Fast Method for Training Linear SVM in the Primal Trinh Minh Tri Do and Thierry Artieres Article Item not available online. (2008)
	A fast separability-based feature selection method for high-dimensional remotely-sensed image classification. B. Guo, Bob Damper, Steve Gunn and J. Nelson Article Item not available online. (2008)
	A learning rule for very simple universal approximators consisting of a single layer of perceptrons Peter Auer, Harald Burgsteiner and Wolfgang Maass Article Item not available online. (2008)
	A Memetic Algorithm for the Generalized Traveling Salesman Problem Gregory Gutin and D. Karapetyan Article (2008)
	A platform-independent open-source feedback framework for BCI systems Bastian Venthur and Benjamin Blankertz Article (2008)
	A probabilistic approach to classifying metabolic stability Anton Schwaighofer, Timon Schroeter, Sebastian Mika, Katja Hansen, Antonius ter Laak, Philip Lienau, Andreas Reichel, Nikolaus Heinrich and Klaus-Robert Müller Article (2008)
	A Single-shot Measurement of the Energy of Product States in a Translation Invariant Spin Chain Can Replace Any Quantum Computation Dominik Janzing, Pawel Wocjan and Shenghui Zhang Article (2008)
	A small sample comparison of maximum likelihood, moments and L-moments methods for the asymmetric exponential power distribution Pedro Delicado and M. Goria Article Item not available online. (2008)
	A Sparsity Driven Kernel Machine Based on Minimizing a Generalization Error Bound Dori Peleg and Ron Meir Article (2008)
	A Study of Mechanisms for Improving Robotic Group Performance Avi Rosenfeld, Gal Kaminka, Sarit Kraus and Onn Shehory Article (2008)
	A Survey of Kernel and Spectral Methods for Clustering Maurizio Filippone, Francesco Camastra, Francesco Masulli and Stefano Rovetta Article (2008)
	Advancing topic ontology learning through term extraction. Blaz Fortuna, Nada Lavrac and Paola Velardi Article Item not available online. (2008)
	Algebraic solutions to the connectivity problem for $m$-way layouts: interaction-contrast aliasing Henry Wynn Article Item not available online. (2008)
	Algebraic stability indicators for ranked lists in molecular profiling. giuseppe jurman, stefano merler, annalisa barla, antonio galea and cesare furlanello Article Item not available online. (2008)
	Algorithmic Inference: from Information Granules to Subtending Functions Bruno Apolloni and Simone Bassis Article Item not available online. (2008)
	Algorithms for generating convex sets in acyclic digraphs P. Balister, S. Gerke, Gregory Gutin, A. Johnstone, J. Reddington, E. Scott, A. Soleimanfallah and A. Yeo Article (2008)
	An Approximation Ratio for Biclustering Kai Puolamäki, Sami Hanhijärvi and Gemma Garriga Article Item not available online. (2008)
	An unusual decomposition of a complete 7-partite graph of order 28 Dragan Marušič and Edward Dobson Article Item not available online. (2008)
	Analysis of Kinship Relations with Pajek Vladimir Batagelj and Andrej Mrvar Article Item not available online. (2008)
	Analysis of kinship relations with Pajek Vladimir Batagelj and Andrej Mrvar Article Item not available online. (2008)
	Analysis of tagged sequences by line distance matrices and grid paths Tomaž Pisanski and Agnes PIsanski Peterlin Article Item not available online. (2008)
	Apprentissage semi supervisé via un SVM parcimonieux : calcul du chemin de régularisation Gilles Gasso, Karina Zapien and Stéphane Canu Article Item availablity restricted. (2008)
	Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard and Klaus-Robert Müller Article (2008)
	Approximations for Binary Gaussian Process Classification Hannes Nickisch and Carl Edward Rasmussen Article (2008)
	Aspects of discrete mathematics and probability in the theory of machine learning Martin Anthony Article Item not available online. (2008)
	Aspects of discrete mathematics and probability in the theory of machine learning Martin Anthony Article Item not available online. (2008)
	Assessing the risk to intercept VoIP calls Marco Benini and Sabrina Sicari Article Item not available online. (2008)
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	Book review: Data Clustering: Theory Algorithms and Applications by Gan, G., Chaoqun, MA, and Wu, J. Gilles Celeux Article Item not available online. (2008)
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	Causal Reasoning by Evaluating the Complexity of Conditional Densities with Kernel Methods X. Sun, D. Janzing and B. Schölkopf Article (2008)
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	Change-point estimation from indirect observations. 2. Adaptation A. Goldenshluger, A. Juditsky, A. Tsybakov and A. Zeevi Article Item not available online. (2008)
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	Compressing probabilistic Prolog programs Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo and Hannu Toivonen Article Item availablity restricted. (2008)
	Computational Challenges for Noninvasive Brain Computer Interfaces Florin Popescu, Benjamin Blankertz and Klaus-Robert Müller Article (2008)
	Computational Methods in Authorship Attribution Moshe Koppel, Jonathan Schler and Shlomo Argamon Article Item not available online. (2008)
	Consistency of random forests and other averaging classifiers Gérard Biau, Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
	Consistent Nonparametric Tests of Independence Arthur Gretton and Laszlo Gyorfi Article Item not available online. (2008)
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	Contour-Propagation Algorithms for Semi-Automated Reconstruction of Neural Processes J.H. Macke, N. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article Item availablity restricted. (2008)
	Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes J.H. Macke, M. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article (2008)
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	Efficient Sparse Kernel Feature Extraction Based on Partial Least Squares. Charanpal Dhanjal, Steve Gunn and John Shawe-Taylor Article Item not available online. (2008)
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	Ensembles of temporal filters enhance classification performance for ERD-based BCI systems Siamac Fazli, Cristian Grozea, Marton Donaczy, Benjamin Blankertz, Klaus-Robert Müller and Florin Popescu Article (2008)
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	Entropy concentration and the empirical coding game Peter Grünwald Article (2008)
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	Finding reliable subgraphs from large probabilistic graphs Petteri Hintsanen and Hannu Toivonen Article Item availablity restricted. (2008)
	Finite dimensional projection for classification and statistical learning Gilles Blanchard and Laurent Zwald Article (2008)
	Finite time bounds for fitted value iteration R Munos and Csaba Szepesvari Article (2008)
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	How Wrong Can We Get? A Review of Machine Learning Approaches and Error Bars Anton Schwaighofer, Timon Schroeter, Sebastian Mika and Gilles Blanchard Article (2008)
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	Kernel Methods in Machine Learning T. Hofmann, B. Schölkopf and A.J. Smola Article (2008)
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	Macadamia: Master's programme in machine learning and data mining Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmen, Antti Honkela, Heikki Mannila, Erkki Oja and Olli Simula Article (2008)
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	Planetary-Scale Views on a Large Instant-Messaging Network Jure Leskovec and Eric Horvitz Article Item not available online. (2008)
	Predicting the shapes of bones at a joint: application to the shoulder Y Yang, D Rueckert and A Bull Article Item not available online. (2008)
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	QG/GA: A stochastic search for Progol S Muggleton and A Tamaddoni-Nezhad Article Item not available online. (2008)
	Quasi-isometric parameterization for texture mapping Xianfang Sun and Edwin Hancock Article Item not available online. (2008)
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	Sélection de modèles: de la théorie à la pratique Pascal Massart Article (2008)
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	Similarity, Kernels, and the Triangle Inequality F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2008)
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	Statistical estimation of rational transducers applied to machine translation Jesús Andrés, Francisco Casacuberta and Alfons Juan Article Item not available online. (2008)
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	The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Marton Donaczy, Gabriel Curio and Klaus-Robert Müller Article (2008)
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	Tracking the best quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item not available online. (2008)
	Tract shape modelling provides evidence of topological change in corpus callosum genu during normal ageing Mark Bastin, Jakub Piatkowksi, Amos Storkey, L.J. Brown, A.M. Maclullich and Jonathan D. Clayden Article Item not available online. (2008)
	Truncating the loop series expansion for bp. V Gomez, Joris Mooij and Bert Kappen Article (2008)
	Two grammatical inference applications in music processing P. P. Cruz and Enrique Vidal Article Item not available online. (2008)
	Two simple sufficient conditions for FDR control Gilles Blanchard and Etienne Roquain Article (2008)
	Universal Multi-task Kernels Charles A. Micchelli, Andrea Caponnetto, Massimiliano Pontil and Yiming Ying Article (2008)
	Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces. Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
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	Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Article Item availablity restricted. (2008)
	Variational inference for Markov jump processes Manfred Opper and Guido Sanguinetti Article (2008)
	Virtual screening of GPCRs: an in silico chemogenomics approach Laurent Jacob, Brice Hoffmann, Véronique Stoven and Jean-Philippe Vert Article Item not available online. (2008)
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	Weighted Sampling for Large-Scale Boosting Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2008)

Book

	Selected Proceedings of Machine Learning in Systems Biology: MLSB 2007 Book (17 December 2008)
	Bit-Interleaved Coded Modulation Albert Guillén i Fàbregas, Alfonso Martinez and Giuseppe Caire Book Item not available online. (December 2008)
	19th International Conference on Algorithmic Learning Theory, ALT 2008, Proceedings Book Item not available online. (02 October 2008)
	Inference and Estimation in Probabilistic Time-Series Models David Barber and Silvia Chiappa Book (18 June 2008)
	Biometric Person Recognition: Face, Speech and Fusion. Conrad Sanderson Book Item not available online. (11 June 2008)
	Proceedings of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008) Book Item not available online. (June 2008)
	Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (PRIS 2008) Book Item not available online. (June 2008)
	10e Conférence d'Apprentissage Book Item not available online. (29 May 2008)
	Proceedings of the the Second Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA) Book (2008)
	Applications of Reinforcement Learning to Structured Prediction francis maes, Ludovic Denoyer and Patrick Gallinari Book (2008)
	ESTSP 2008: Proceedings Book Item availablity restricted. (2008)
	Exploratory social network analysis with Pajek Vladimir Batagelj, Andrej Mrvar and Wouter de Nooy Book Item not available online. (2008)
	Festschrift in Honor of Jorma Rissanen on the Occasion of his 75th Birthday Book Item not available online. (2008)
	Supervised and Unsupervised Ensemble Methods and their Applications Book Item not available online. (2008)
	The puzzle of granular computing Bruno Apolloni, Witold Pedrycz, Simone Bassis and Dario Malchiodi Book Item not available online. (2008)

Book Section

	Melody recognition with learned edit distances Amaury Habrard, José Iñesta, Rizo David and Marc Sebban Book Section (December 2008)
	Statistical Language Modeling for Automatic Speech Recognition of Agglutinative Languages Ebru Arisoy, Mikko Kurimo, Murat Saraclar, Teemu Hirsimäki, David Askey, Tanel Alumäe and Hasim Sak Book Section Item availablity restricted. (November 2008)
	Capturing document semantics for ontology generation and document summarization David Baxter, Bryan Klimt, Marko Grobelnik, David Schneider, Michael Witbrock and Dunja Mladenić Book Section Item not available online. (November 2008)
	Introduction to semantic knowledge managment John Davies, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (November 2008)
	Mining digital music score collections: melody extraction and genre recognition Ponce de León pedro J., José Iñesta and Rizo David Book Section (November 2008)
	Probabilistic Inference for Fast Learning in Control Carl Edward Rasmussen and Marc Deisenroth Book Section (November 2008)
	SemanticTechnology for capturing communication inside an organization Marko Grobelnik, Dunja Mladenić and Blaz Fortuna Book Section Item not available online. (November 2008)
	Visualization of temporal semantic spaces Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (November 2008)
	Active learning in multi-armed bandits András Antos, Varun Grover and Csaba Szepesvari Book Section Item availablity restricted. (02 October 2008)
	Growth optimal portfolio selection strategies with transaction costs Laszlo Gyorfi and István Vajda Book Section Item availablity restricted. (02 October 2008)
	Nonparametric independence tests: space partitioning and kernel approaches Arthur Gretton and Laszlo Gyorfi Book Section (02 October 2008)
	Online Regret Bounds for Markov Decision Processes with Deterministic Transitions Ronald Ortner Book Section Item not available online. (October 2008)
	Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd and Jaakko Hollmen Book Section Item availablity restricted. (October 2008)
	Robust Bio-regenerative Life Support Systems Control Jordi Duatis, Cecilio Angulo, Vicenç Puig and Pedro Ponsa Book Section Item not available online. (06 August 2008)
	A ground-truth experiment on melody genre recognition in absence of timbre José Iñesta, Ponce de León Pedro J. and Heredia-Agoiz Jose L. Book Section (August 2008)
	Estimation of parametric nonlinear ODEs for biological networks identification Florence d'Alché-Buc and Nicolas Brunel Book Section (July 2008)
	Melody Characterization by a Genetic Fuzzy System Ponce de León Pedro J., Rizo David, Ramírez Rafael and José Iñesta Book Section (July 2008)
	Lazy planning under uncertainties by optimizing decisions on an ensemble of incomplete disturbance trees Boris Defourny, Damien Ernst and Louis Wehenkel Book Section (30 June 2008)
	Selection of important input variables for RBF networks using partial serivatives Jarkko Tikka and Jaakko Hollmen Book Section (23 April 2008)
	Multiple Fundamental Frequency estimation using Gaussian smoothness Pertusa Antonio and José Iñesta Book Section (March 2008)
	Prediction with the SVM using test point margins Sureyya Ozogur, Zakria Hussain and John Shawe-Taylor Book Section (31 January 2008)
	Practical Feature Selection: from Correlation to Causality Isabelle Guyon Book Section (16 January 2008)
	Induction as a Search Stasinos Konstantopoulos, Rui Camacho, Nuno Fonseca and Vitor Santos Costa Book Section Item not available online. (January 2008)
	Instrumented Usability Analysis for Mobile Devices: Gait Phase Effects Andrew Crossan, Roderick Murray-Smith, Stephen Brewster and Bojan Musizza Book Section Item not available online. (January 2008)
	Model-Based Target Sonification in Small Screen Devices: Perception and Action Parisa Eslambolchilar, Andrew Crossan, Roderick Murray-Smith, Sarah Dalzel-Job and Frank Pollick Book Section Item not available online. (January 2008)
	Rule extraction based on support and prototype vectors Haydemar Núñez, Cecilio Angulo and Andreu Català Book Section Item not available online. (January 2008)
	Ensemble Clustering with a Fuzzy Approach R Avogadri and Giorgio Valentini Book Section (2008)
	Experiments on Selection of Codebooks for Local Image Feature Histograms Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2008)
	A factor-analysis decoder for high-performance neural prostheses. Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani and Krishna V. Shenoy Book Section Item availablity restricted. (2008)
	A Kernel Statistical Test of Independence A. Gretton, K. Fukumizu, C.H. Teo, L. Song, B. Schölkopf and A.J. Smola Book Section (2008)
	A path following algorithm for graph matching Mikhail Zaslavskiy, Francis Bach and Jean-Philippe Vert Book Section Item not available online. (2008)
	A probabilistic model for generating realistic lip movements from speech Gwenn Englebienne, Tim F Cootes and Magnus Rattray Book Section (2008)
	Algorithmic Information Theory Peter Grünwald and Paul Vitányi Book Section (2008)
	An algorithm to assess the reliability of hierarchical clusters in gene expression data R. Avogadri, M. Brioschi, F. Ruffino, F. Ferrazzi, A. Beghini and Giorgio Valentini Book Section (2008)
	An Analysis of Inference with the Universum F.H. Sinz, O. Chapelle, A. Agarwal and B. Schölkopf Book Section (2008)
	Analysis of joint inference strategies for the semantic role labeling of Spanish and Catalan Mihai Surdeanu, Roser Morante and LLuís Màrquez Book Section Item not available online. (2008)
	Authorship Attribution in Law Enforcement Scenarios Moshe Koppel, Jonathan Schler and Eran Messeri Book Section Item not available online. (2008)
	Automatic 3D Face Reconstruction from Single Images or Video P. Breuer, K.I. Kim, W. Kienzle, B. Schölkopf and V. Blanz Book Section (2008)
	Automatic Image Colorization Via Multimodal Predictions G. Charpiat, M. Hofmann and B. Schölkopf Book Section (2008)
	Bayesian Biclustering with the Plaid Model José Caldas and Samuel Kaski Book Section Item not available online. (2008)
	Causal graphical models with latent variables : learning and inference Philippe Leray, Stijn Meganck, Sam Maes and Bernard Manderick Book Section Item not available online. (2008)
	Detecting the bias in media with statistical learning methods Blaz Fortuna, Carolina Galleguillos and Nello Cristianini Book Section Item not available online. (2008)
	Factorized NML models Petri Myllymäki, Teemu Roos, Tomi Silander, Petri Kontkanen and Henry Tirri Book Section (2008)
	Fast Gaussian process methods for point process intensity estimation. John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section (2008)
	Fitted Q-iteration in continuous action-space MDPs András Antos, Rémi Munos and Csaba Szepesvari Book Section Item availablity restricted. (2008)
	Greedy Like Algorithms for the Traveling Salesman and Multidimensional Assignment Problems Gregory Gutin and D. Karapetyan Book Section (2008)
	Inferring neural firing rates from spike trains using Gaussian processes. John P Cunningham, Byron M Yu, Krishna V Shenoy and Maneesh Sahani Book Section (2008)
	Injective Hilbert Space Embeddings of Probability Measures B.K. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet and B. Schölkopf Book Section (2008)
	Kernel Based Text-Independent Speaker Verification Johnny Mariéthoz, Samy Bengio and Yves Grandvalet Book Section Item not available online. (2008)
	Kernel based text-independent speaker verification J. Mariethoz, Yves Grandvalet and Samy Bengio Book Section Item not available online. (2008)
	Kernel Measures of Conditional Dependence K. Fukumizu, A. Gretton, X. Sun and B. Schölkopf Book Section (2008)
	Kernel Methods for Smart Antennas Angel Navia-Vazquez, M. Martínez-Ramón, R. Jordan and C.G. Christodoulou Book Section Item availablity restricted. (2008)
	Learning Inverse Dynamics: A Comparison D. Nguyen-Tuong, J. Peters, M. Seeger and B. Schölkopf Book Section (2008)
	Learning with Malicious Noise Peter Auer Book Section Item not available online. (2008)
	Modeling natural sounds with modulation cascade processes. Richard Turner and Maneesh Sahani Book Section (2008)
	Natural Language as the Basis for Meaning Representation and Inference Ido Dagan, Roy Bar Haim, Idan Szpektor, Iddo Greental and Eyal Shnarch Book Section (2008)
	Neural decoding of movements: From linear to nonlinear trajectory models. Byron M Yu, John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section Item not available online. (2008)
	On sparsity and overcompleteness in image models. Pietro Berkes, Richard Turner and Maneesh Sahani Book Section (2008)
	OP-ELM: Theory, Experiments and a Toolbox Yoan Miche, Antti Sorjamaa and Amaury Lendasse Book Section Item availablity restricted. (2008)
	Optimal control in large stochastic multi-agent systems Bart Broek, Wim Wiegerinck and Bert Kappen Book Section (2008)
	Overview of the ImageCLEF 2007 Object Retrieval Task Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, Jason D.R. Farquhar, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández Gracidas, Steven C.H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaguang Rui, Nicu Sebe, Julian Stöttinger and Lei Wu Book Section Item not available online. (2008)
	RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics B. Schölkopf, B.K. Sriperumbudur, A. Gretton and K. Fukumizu Book Section (2008)
	Sparse Multiscale Gaussian Process Regression C. Walder, K.I. Kim and B. Schölkopf Book Section (2008)
	Tailoring density estimation via reproducing kernel moment matching L. Song, X. Zhang, A. Smola, A. Gretton and B. Schölkopf Book Section (2008)
	Techniques for image classification, object detection and object segmentation Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2008)
	That simple device already used by Gauss Peter Grünwald Book Section (2008)
	Toroidal models in tonal theory and pitch- class analysis Hendrik Purwins, Benjamin Blankertz and Klaus Obermayer Book Section (2008)
	Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval Stephane Clinchant, Jean-Michel Renders and Gabriela Csurka Book Section Item not available online. (2008)

Conference or Workshop Item

	Learning shared and separate features from two related data sets using GPLVM's Gayle Leen and Colin Fyfe Conference or Workshop Item (13 December 2008)
	Regression Canonical Correlation Analysis Jan Rupnik and Blaz Fortuna Conference or Workshop Item Item not available online. (13 December 2008)
	Two-level infinite mixture for multi-domain data. Simon Rogers, Arto Klami, J Sinkkonen, Mark Girolami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (13 December 2008)
	Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
	Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
	Kernel Measures of Independence for non-iid Data Xinhua Zhang, Le Song, Arthur Gretton and Alex Smola Conference or Workshop Item (08 December 2008)
	On Recurrence Formulas for Computing the Stochastic Complexity Tommi Mononen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (07 December 2008)
	A pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms Eva Gomez-Ballester, Luisa Mico and Jose Oncina Conference or Workshop Item Item not available online. (04 December 2008)
	A Hebbian Learning Rule for Optimal Decision Making Michael Pfeiffer, Bernhard Nessler and Wolfgang Maass Conference or Workshop Item Item not available online. (December 2008)
	Automated flower classification over a large number of classes Maria-Elena Nilsback and Andrew Zisserman Conference or Workshop Item (December 2008)
	Block iterative algorithms for non-negative matrix approximation Suvrit Sra Conference or Workshop Item Item not available online. (December 2008)
	Cost-sensitive parsimonious linear regression Robby Goetschalckx, Scott Sanner and Kurt Driessens Conference or Workshop Item Item not available online. (December 2008)
	Design and Analysis of the Causation and Prediction Challenge Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov Conference or Workshop Item (December 2008)
	Frequent Subgraph Retrieval in Geometric Graph Databases Sebastian Nowozin and Koji Tsuda Conference or Workshop Item (December 2008)
	Groupwise sparsity enforcing estimators for solving the EEG/MEG inverse problem Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert Müller and Guido Nolte Conference or Workshop Item Item not available online. (December 2008)
	Inferring Differential Leukocyte Activity from Antibody Microarrays using a Latent Variable Model Joshua W.K. Ho, Rajeev Koundinya, Tiberio S. Caetano, Cristobal G. Dos Remedios and Michael A. Charleston Conference or Workshop Item Item not available online. (December 2008)
	Infinite Kernel Learning Peter Gehler and Sebastian Nowozin Conference or Workshop Item (December 2008)
	Joint Kernel Support Estimation for Structured Prediction Christoph Lampert and Matthew Blaschko Conference or Workshop Item Item not available online. (December 2008)
	Melody Recognition with Learned Edit Distances Amaury Habrard, José Iñesta, David Rizo and Marc Sebban Conference or Workshop Item Item availablity restricted. (December 2008)
	Non-sparse Multiple Kernel Learning Marius Kloft, Ulf Brefeld, Pavel Laskov and Sören Sonnenburg Conference or Workshop Item (December 2008)
	Online optimization in X-armed bandits Sébastien Bubeck, Rémi Munos, Gilles Stoltz and Csaba Szepesvari Conference or Workshop Item (December 2008)
	Robust Near-Isometric Matching via Structured Learning of Graphical Models Julian J. McAuley, Tiberio S. Caetano and Alex J. Smola Conference or Workshop Item (December 2008)
	Support Vector Machines with a Reject Option Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet and Stéphane Canu Conference or Workshop Item (December 2008)
	Transpositions and Move Groups in Monte Carlo Tree Search Benjamin E Childs, James H Brodeur and Levente Kocsis Conference or Workshop Item (December 2008)
	Use of Structured Pattern Representations for Combining Classifiers Raisa Socorro and Luisa Mico Conference or Workshop Item Item availablity restricted. (December 2008)
	Efficient Graphlet Kernels for Large Graph Comparison Nino Shervashidze, S.V.N. Vishwanathan, Tobias H. Petri, Kurt Mehlhorn and Karsten M. Borgwardt Conference or Workshop Item Item not available online. (05 November 2008)
	Latent Force Models Mauricio Alvarez, David Luengo-Garcia and Neil Lawrence Conference or Workshop Item (05 November 2008)
	Identifying interface elements implied in protein-protein interactions using statistical tests and Frequent Item Sets Christine Martin and Antoine Cornuéjols Conference or Workshop Item (03 November 2008)
	Efficient semantic inference over language expressions Roy Bar Haim and Ido Dagan Conference or Workshop Item Item not available online. (November 2008)
	PicSOM experiments in TRECVID 2008 Markus Koskela, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2008)
	Variational Bayes learning from relevant tasks only Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Conference or Workshop Item (31 October 2008)
	Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item (30 October 2008)
	Adaptive Distributed Mechanism Against Flooding Network Attacks Based on Machine Learning Josep Ll. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item availablity restricted. (27 October 2008)
	Online Regret Bounds for Markov Decision Processes with Deterministic Transitions Ronald Ortner Conference or Workshop Item Item not available online. (16 October 2008)
	A Uniform Lower Error Bound for Half-space Learning Andreas Maurer and Massimiliano Pontil Conference or Workshop Item Item not available online. (13 October 2008)
	Exploiting Cluster-Structure to Predict the Labeling of a Graph Mark Herbster Conference or Workshop Item (13 October 2008)
	A New Least Squares Adaptation Scheme for the Affine Combination of Two Adaptive Filters Luis Azpicueta-Ruiz, Aníbal Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (October 2008)
	A new least squares adaptation scheme for the affine combination of two adaptive filters Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (October 2008)
	Adaptive combination of IPNLMS filters for robust sparse echo cancellation Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Conference or Workshop Item (October 2008)
	Automatic Feature Selection for Anomaly Detection Marius Kloft, Ulf Brefeld, Patrick Düssel, Christian Gehl and Pavel Laskov Conference or Workshop Item (October 2008)
	Calibration from statistical properties of the visual world Etienne Grossmann, José António Gaspar and Francesco Orabona Conference or Workshop Item Item availablity restricted. (October 2008)
	Can relevance of images be inferred from eye movements? Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item Item not available online. (October 2008)
	Constructing category hierarchies for visual recognition Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (October 2008)
	Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces Andreas Maurer and Massimiliano Pontil Conference or Workshop Item (October 2008)
	Learning and Generalization with the Information Bottleneck Ohad Shamir, Sivan Sabato and Naftali Tishby Conference or Workshop Item (October 2008)
	Learning the scope of negation in biomedical texts Roser Morante, Anthony Liekens and Walter Daelemans Conference or Workshop Item Item not available online. (October 2008)
	Learning to Localize Objects with Structured Output Regression Matthew Blaschko and Christoph Lampert Conference or Workshop Item (October 2008)
	Natural language retrieval of grocery products Petteri Nurmi, Eemil Lagerspetz, Wray Buntine, Patrik Floréen, Joonas Kukkonen and Peter Peltonen Conference or Workshop Item (October 2008)
	Supervised learning for computer vision: theory and algorithms Francis Bach and Jean-Yves Audibert Conference or Workshop Item Item not available online. (October 2008)
	A Bayesian Approach to Learning in Fault Isolation Anna Pernestål, Hannes Wettig, Tomi Silander, Matias Nyberg and Petri Myllymäki Conference or Workshop Item (22 September 2008)
	Learning Languages from Bounded Resources: the Case of the DFA and the Balls of Strings Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Conference or Workshop Item Item not available online. (22 September 2008)
	Towards feasible PAC-learning of probabilistic deterministic finite automata Jorge Castro and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (22 September 2008)
	Audio Music Classification Using A Combination Of Spectral, Timbral, Rhythmic, Temporal And Symbolic Features Thomas Lidy, Andreas Rauber, Antonio Pertusa, Pedro J. Ponce de León and José Iñesta Conference or Workshop Item (17 September 2008)
	Computing the Multinomial Stochastic Complexity in Sub-Linear Time Tommi Mononen and Petri Myllymäki Conference or Workshop Item (17 September 2008)
	Expression Invariant 3D Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (17 September 2008)
	Factorized normalized maximum likelihood criterion for learning Bayesian network structures Tomi Silander, Teemu Roos, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (17 September 2008)
	Multiple Fundamental Frequency Estimation Using Gaussian Smoothness And Short Context Antonio Pertusa and José Iñesta Conference or Workshop Item (17 September 2008)
	Module extraction in autoregressive models : application to gene regulatory networks inference. Nicolas J-B. Brunel, Yousri Slaoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (13 September 2008)
	Multi-spectral biclustering for data described by multiple similarities Farida Zehraoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (13 September 2008)
	Instance or Prototype Selection for Function Approximation using Mutual Information Alberto Guillén, Luis Herrera, Gines Rubio Rubio, Amaury Lendasse, Hector Pomares and Ignacio Rojas Conference or Workshop Item Item availablity restricted. (07 September 2008)
	A Polynomial Algorithm for the Inference of Context Free Languages Alexander Clark, Rémi Eyraud and Amaury Habrard Conference or Workshop Item Item availablity restricted. (September 2008)
	A spatio-temporal descriptor based on 3D-gradients Alexander Klaser and Marcin Marszalek Conference or Workshop Item (September 2008)
	A Spatio-Temporal Descriptor Based on 3D-Gradients Alexander Klaser, Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (September 2008)
	Ambiguity Modeling in Latent Spaces Carl Henrik Ek, Jon Rihan, Philip Torr, Gregory Rogez and Neil Lawrence Conference or Workshop Item (September 2008)
	Combined classification and channel/basis selection with L1-L2 regularization with application to P300 speller system Ryota Tomioka and Stefan Haufe Conference or Workshop Item (September 2008)
	Estimating Noise and Dimensionality in BCI Data Sets: Towards BCI Illiteracy Comprehension Claudia Sannelli, Mikio braun, Michael Tangermann and Klaus-Robert Müller Conference or Workshop Item Item not available online. (September 2008)
	Exact and Approximate Inference for Annotating Graphs with Structural SVMs Thoralf Klein, Ulf Brefeld and Tobias Scheffer Conference or Workshop Item (September 2008)
	Multi-spectral biclustering for data described by multiple similarities. farida zehraoui and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (September 2008)
	Object Class Segmentation using Random Forests Florian Schroff, Antonio Criminisi and Andrew Zisserman Conference or Workshop Item (September 2008)
	Relevant Representations for the Inference of Rational Stochastic Tree Languages François Denis, Edouard Gilbert, Amaury Habrard, Faissal Ouardi and Marc Tommasi Conference or Workshop Item Item availablity restricted. (September 2008)
	Scalable Feature Selection for Multi-class Problems Boris Chidlovskii and Loic Lecerf Conference or Workshop Item Item not available online. (September 2008)
	Selective Breeding Analysed as a Communication Channel Chris Watkins Conference or Workshop Item Item availablity restricted. (September 2008)
	Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis Matthew Blaschko, Christoph Lampert and Arthur Gretton Conference or Workshop Item (September 2008)
	Mining adaptively frequent closed unlabeled rooted trees in data streams Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (27 August 2008)
	Efficient tracking of the best of many experts Andras Gyorgy, Tamas Linder and Gábor Lugosi Conference or Workshop Item Item not available online. (26 August 2008)
	On sequentially normalized maximum likelihood models Teemu Roos and Jorma Rissanen Conference or Workshop Item (18 August 2008)
	Recent Advances in Computing the NML for Discrete Bayesian Networks Petri Myllymäki Conference or Workshop Item (18 August 2008)
	Unsupervised Morpheme Analysis Evaluation by a Comparison to a Linguistic Gold Standard -- Morpho Challenge 2008 Mikko Kurimo and Matti Varjokallio Conference or Workshop Item (15 August 2008)
	Unsupervised Morpheme Analysis Evaluation by IR experiments -- Morpho Challenge 2008 Mikko Kurimo and Ville Turunen Conference or Workshop Item (15 August 2008)
	Working Notes for the InFile Campaign : Online Document Filtering Using 1 Nearest Neighbor Vincent Bodinier, Ali Mustafa Qamar and Eric Gaussier Conference or Workshop Item (15 August 2008)
	A Fast Method for Training Linear SVM in the Primal Trinh Minh Tri Do and thierry artières Conference or Workshop Item (August 2008)
	Agnostic Learning vs. Prior Knowledge Challenge Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley Conference or Workshop Item Item availablity restricted. (August 2008)
	Authorship attribution and verification with many authors and limited data Kim Luyckx and Walter Daelemans Conference or Workshop Item (August 2008)
	Improved neighborhood-based algorithms for large-scale recommender systems. Andreas Töscher, Michael Jahrer and Robert Legenstein Conference or Workshop Item Item not available online. (August 2008)
	Max-Margin Learning of Gaussian Mixtures with Sequential Minimal Optimization Trinh Minh Tri Do and thierry artières Conference or Workshop Item Item not available online. (August 2008)
	Model Selection with Support Vector Machines Trinh Minh Tri Do and thierry artières Conference or Workshop Item Item not available online. (August 2008)
	Partial Least Squares Regression for Graph Mining Hiroto Saigo, Nicole Krämer and Koji Tsuda Conference or Workshop Item (August 2008)
	TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-rich Parsing Xavier Carreras, Michael Collins and Terry Koo Conference or Workshop Item (August 2008)
	Learning context-free grammars to extract relations from text Georgios Petasis, Vangelis Karkaletsis, Georgios Paliouras and Constantine D. Spyropoulos Conference or Workshop Item Item availablity restricted. (23 July 2008)
	ERS: Evaluating Reputations of Scientific Journals Emilie Samuel and Colin de la Higuera Conference or Workshop Item Item not available online. (21 July 2008)
	On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem Tommi Mononen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (14 July 2008)
	On-line sequential bin packing Andras Gyorgy, Gábor Lugosi and Gyorgy Ottucsak Conference or Workshop Item Item availablity restricted. (09 July 2008)
	Induction of node label controlled graph grammar rules Hendrik Blockeel and Siegfried Nijssen Conference or Workshop Item Item not available online. (04 July 2008)
	Enhancing Speaker Recognition with Virtual Examples Yosef Solewicz and Hagai Aronowitz Conference or Workshop Item Item not available online. (02 July 2008)
	A Decoupled Approach to Exemplar-based Unsupervised Learning Sebastian Nowozin and Gökhan BakIr Conference or Workshop Item (July 2008)
	A game-theoretic analysis of updating sets of probabilities Peter Grünwald and Joseph Halpern Conference or Workshop Item (July 2008)
	A sequential Monte Carlo algorithm for coalescent clustering. Dilan Gorur and Yee Whye Teh Conference or Workshop Item Item not available online. (July 2008)
	Adaptive aggregation for Reinforcement Learning with efficient exploration: deterministic domains Andrey Bernstein and Nahum Shimkin Conference or Workshop Item Item not available online. (July 2008)
	Algorithms for parameter estimation of differential equations based on nonparametric estimators Nicolas J-B. Brunel and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (July 2008)
	An Empirical Comparison of NML Clustering Algorithms Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (July 2008)
	Coding and Modulation for the Additive Exponential Noise Channel Alfonso Martinez Conference or Workshop Item Item not available online. (July 2008)
	Efficiently Solving Convex Relaxations for MAP Estimation M. Pawan Kumar and Philip Torr Conference or Workshop Item (July 2008)
	Focal and rotationally invariant source reconstruction for EEG/MEG Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Conference or Workshop Item (July 2008)
	Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization Omid David-Tabibi, Moshe Koppel and Nathan Netanyahu Conference or Workshop Item Item not available online. (July 2008)
	Genre classification of music by tonal harmony Carlos Pérez-Sancho, David Rizo, Stefan Kersten and Rafael Ramirez Conference or Workshop Item (July 2008)
	Item pricing for revenue maximization Maria-Florina Balcan, Yishay Mansour and Acrim Blum Conference or Workshop Item (July 2008)
	Kullback-Leibler Divergence Estimation of Continuous Distributions Fernando Perez-Cruz Conference or Workshop Item (July 2008)
	Learning inclusion-optimal chordal graphs Vincent Auvray and Louis Wehenkel Conference or Workshop Item (July 2008)
	Learning to analyse tonal music Illescas Plácido R., Rizo D. and José Iñesta Conference or Workshop Item (July 2008)
	Learning to Learn Implicit Queries from Gaze Patterns Kai Puolamäki, Antti Ajanki and Samuel Kaski Conference or Workshop Item Item not available online. (July 2008)
	Magrathea: A Mobile Agent- and Sensing Platform Jukka Perkiö, Petri Myllymäki, Ville Tuulos and Peter Boda Conference or Workshop Item Item not available online. (July 2008)
	Modeling celtic violin expressive performance Ramírez Rafael, Pérez A., Kersten Stefan, Rizo David, Illescas Plácido R. and José Iñesta Conference or Workshop Item Item not available online. (July 2008)
	Nearest hyperdisk methods for high-dimensional classification Hakan Cevikalp, William Triggs and Robi Polikar Conference or Workshop Item (July 2008)
	On Partial Optimality in Multi-label MRFs Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov and Philip Torr Conference or Workshop Item (July 2008)
	On the role of information theoretic uncertainty relations in quantum physics Peter Harremoes and P. Jizba Conference or Workshop Item Item not available online. (July 2008)
	Optimized cutting plane algorithm for support vector machines Vojtech Franc and Sören Sonnenburg Conference or Workshop Item (July 2008)
	Product Retrieval for Grocery Stores Petteri Nurmi, Eemil Lagerspetz, Wray Buntine, Patrik Floréen and Joonas Kukkonen Conference or Workshop Item (July 2008)
	Reinforcement learning with the use of costly features Robby Goetschalckx, Scott Sanner and Kurt Driessens Conference or Workshop Item Item not available online. (July 2008)
	Robot personality: Representation and externalization Stasinos Konstantopoulos, Vangelis Karkaletsis and Colin Matheson Conference or Workshop Item (July 2008)
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	Graph Characteristics from the Ihara Zeta Function Peng Ren, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
	Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks David Emms, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
	Graph kernels between point clouds Francis Bach Conference or Workshop Item (2008)
	Hierarchical Penalization Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux Conference or Workshop Item (2008)
	Hierarchical POMDP Controller Optimization by Likelihood Maximization M Toussaint, L Charlin and P Poupart Conference or Workshop Item (2008)
	Hybrid variational / gibbs collapsed inference in topic models. M. Welling, Y Teh and Bert Kappen Conference or Workshop Item Item not available online. (2008)
	Hybrid Variational/Gibbs Inference in Topic Models Max Welling, Yee Whye Teh and Bert Kappen Conference or Workshop Item Item not available online. (2008)
	Improved Moves for Truncated Convex Models Mudigonda Pawan Kumar and Philip Torr Conference or Workshop Item (2008)
	Improving on Expectation Propagation M Opper, U Paquet and O Winther Conference or Workshop Item (2008)
	Improving People Search Using Query Expansions: How Friends Help To Find People Thomas Mensink and Jakob Verbeek Conference or Workshop Item Item not available online. (2008)
	In recent years, learning methods are desirable because of their reliability and efficiency in real-world problems. We propose a novel method to find infinitely many kernel combinations for learning problems with the help of infinite and semi-infinite optimization regarding all elements in kernel space. This will provide to study variations of combinations of kernels when considering heterogeneous data in real-world applications. Looking at all infinitesimally fine convex combinations of the kernels from the infinite kernel set, the margin is maximized subject to an infinite number of constraints with a compact index set and an additional (Riemann-Stieltjes) integral constraint due to the combinations. After a parametrisation in the space of probability measures it becomes semi-infinite. We analyze the conditions which satisfy the Reduction Ansatz and discuss the type of distribution functions of the kernel coefficients within the structure of the constraints and our bilevel optimization problem. Sureyya Ozogur and G.W. Weber Conference or Workshop Item (2008)
	Infinite mixtures for multi-relational categorical data Janne Sinkkonen, Janne Aukia and Samuel Kaski Conference or Workshop Item (2008)
	Integrating Microarray and Proteomics Data to Predict the Response of Cetuximab in Patients with Rectal Cancer Anneleen Daemen, Olivier Gevaert, Tijl De Bie, Annelies Debucquoy, Jean-Pascal Machiels, Bart De Moor and Karin Haustermans Conference or Workshop Item Item not available online. (2008)
	Iterative Subgraph Mining for Principal Component Analysis Hiroto Saigo and Koji Tsuda Conference or Workshop Item (2008)
	Learning Potential-based Policies from Constrained Motion Matthew Howard, Stefan Klanke, Michael Gienger, Christian Görick and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2008)
	Learning to Classify with Missing and Corrupted Features Ohad Shamir and Ofer Dekel Conference or Workshop Item (2008)
	Learning visual attributes Vittorio Ferrari and Andrew Zisserman Conference or Workshop Item (2008)
	Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
	Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
	Linear classification and selective sampling under low noise conditions Giovanni Cavallanti, Nicolo' Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
	Local Quantum Computing for Fast Probably MAP Inference in Graphical Models Charles Fox, Iead Rezek and Stephen J. Roberts Conference or Workshop Item (2008)
	Long-Term Prediction of Time Series using NNE-based Projection and OP-ELM Antti Sorjamaa, Yoan Miche, Robert Weiss and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2008)
	Mal'tsev + Datalog --> Symmetric Datalog Victor Dalmau and Benoit Larose Conference or Workshop Item Item not available online. (2008)
	Max-Margin Learning of Gaussian Mixtures with Sequential Minimal Optimization Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item Item availablity restricted. (2008)
	Microscopic Evolution of Social Networks Jure Leskovec, Lars Backstrom, Ravi Kumar and Andrew Tomkins Conference or Workshop Item Item not available online. (2008)
	Mobile Call Graphs: Beyond Power-Law and Lognormal Distributions Seshadri Mukund, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos and Jure Leskovec Conference or Workshop Item Item not available online. (2008)
	Model Selection and Stability in k-means Clustering Ohad Shamir and Naftali Tishby Conference or Workshop Item (2008)
	Model Selection with Support Vector Machines Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item Item availablity restricted. (2008)
	MODELLING OF KERNEL MACHINES BY INFINITE AND SEMI-INFINITE PROGRAMMING Sureyya Ozogur and G.W. Weber Conference or Workshop Item (2008)
	Monitoring Network Evolution using MDL. Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2008)
	Multi-task Gaussian Process Prediction Edwin Bonilla, Kian Ming Chai and Christopher Williams Conference or Workshop Item (2008)
	Multiview Learning with Labels Tom Diethe, David Hardoon and John Shawe-Taylor Conference or Workshop Item (2008)
	Named Entity Recognition by Neural Sliding Window Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo and Nicola Lamberti Conference or Workshop Item (2008)
	Natural Conjugate Gradient in Variational Inference Antti Honkela, Matti Tornio, Tapani Raiko and Juha Karhunen Conference or Workshop Item (2008)
	Network analysis of repositories Vladimir Batagelj, Iztok Kavkler and Matija Lokar Conference or Workshop Item Item not available online. (2008)
	New methodologies based on delta test for variable selection in regression problems Alberto Guillén, Dusan Sovilj, Fernando Mateo, Fernando Mateo and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2008)
	Nonlinear temporal and spatial forecasting: modelling and uncertainty analysis (NoTeS) – MASIT20 Risto Ritala, Esa Alhoniemi, Tuomo Kauranne, Kimmo Konkarikoski, Amaury Lendasse and Miki Sirola Conference or Workshop Item Item availablity restricted. (2008)
	Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. A Gretton and L Gyorfi Conference or Workshop Item Item not available online. (2008)
	On asymmetric generalization error of asymmetric multitask learning Keisuke Yamazaki and Samuel Kaski Conference or Workshop Item (2008)
	On total chromatic number of direct product graphs Blaž Zmazek and Katja Prnaver Conference or Workshop Item Item not available online. (2008)
	One Class SVM for Predicting Brain State Janaina Mourão-Miranda, David Hardoon, Joao Sato and Michael Brammer Conference or Workshop Item (2008)
	Online graph prediction with random trees Nicolo' Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item Item not available online. (2008)
	Online graph prediction with random trees Nicolo' Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2008)
	Optimal Control with Adaptive Internal Dynamics Models Djordje Mitrovic, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2008)
	Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Alberto Guillén, Eric Séverin and Fernando Mateo Conference or Workshop Item Item availablity restricted. (2008)
	Optimisation du Primal pour les SVMs Trinh Minh Tri Do and Thierry Artieres Conference or Workshop Item (2008)
	Optimistic Planning for Deterministic Systems Jean Francois Hren and Rémi Munos Conference or Workshop Item (2008)
	Optimization of fluent approach and grasp motions M Gienger, M Toussaint, N Jetchev, A Bendig and Ch Goerick Conference or Workshop Item (2008)
	PAC-Bayes Analysis of Maximum Entropy Learning John Shawe-Taylor and David Hardoon Conference or Workshop Item (2008)
	Particle Filter-based Policy Gradient in POMDPs Pierre-Arnaud Coquelin and Rémi Munos Conference or Workshop Item (2008)
	Planetary-Scale Views on a Large Instant-Messaging Network Jure Leskovec and Eric Horvitz Conference or Workshop Item Item not available online. (2008)
	Polytopal Graph Complexity, Matrix Permanents, and Embedding Francisco Escolano, Edwin Hancock and Miguel Lozano Conference or Workshop Item Item not available online. (2008)
	Principal Component Analysis for Sparse High-Dimensional Data Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item (2008)
	Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint V Willert, J Eggert, M Toussaint and E Körner Conference or Workshop Item (2008)
	Probabilistic Parameter Selection for Learning Scene Structure from Video Michael Breitenstein, Eric Sommerlade, Bastian Leibe, Luc Van Gool and Ian Reid Conference or Workshop Item Item not available online. (2008)
	Randomization techniques for statistical significance testing on graphs Sami Hanhijärvi, Gemma Garriga and Kai Puolamäki Conference or Workshop Item (2008)
	Real-Time Face Pose Estimation from Single Range Images Michael Breitenstein, Daniel Kuettel, Thibaut Weise, Luc Van Gool and Hanspeter Pfister Conference or Workshop Item Item not available online. (2008)
	Reduction of Non-stationary Noise using a Non-negative Latent Variable Decomposition Mikkel N. Schmidt and Jan Larsen Conference or Workshop Item Item not available online. (2008)
	Regularized Fitted Q-iteration: Application to Planning Amir massoud Farahmand, Mohammad Ghavamzadeh, Shie Mannor and Csaba Szepesvari Conference or Workshop Item (2008)
	Reinforcement Learning by Advantage Weighted Regression Gerhard Neumann and Jan Peters Conference or Workshop Item Item not available online. (2008)
	Reliability analysis using graphical duration models. R. Donat, L. Bouillaut, P. Aknin and Philippe Leray Conference or Workshop Item Item not available online. (2008)
	Results on the PASCAL challenge "Simple causal effects in time series" Ivan Markovsky Conference or Workshop Item (2008)
	Rub the Stane Roderick Murray-Smith, John Williamson, Stephen Strachan, Torben Quaade and Stephen Hughes Conference or Workshop Item Item not available online. (2008)
	Screen Codes: Visual Hyperlinks for Displays John Collomosse and T Kindberg Conference or Workshop Item (2008)
	SEDiL: Software for Edit Distance Learning Laurent Boyer, Yann Esposito, Amaury Habrard, Jose Oncina and Marc Sebban Conference or Workshop Item Item availablity restricted. (2008)
	Selecting models focussing on the modeller's purpose Jean-Patrick Baudry, Gilles Celeux and Jean-Michel Marin Conference or Workshop Item Item not available online. (2008)
	Self-organization using synaptic plasticity. V. Gomez, A. Kaltenbrunner, V. Lopez and Bert Kappen Conference or Workshop Item Item not available online. (2008)
	Semantic and syntactic features for anaphora resolution for Dutch Iris Hendrickx, Veronique Hoste and Walter Daelemans Conference or Workshop Item Item not available online. (2008)
	SEMANTIC GRAPHS DERIVED FROM TRIPLETS WITH APPLICATION IN DOCUMENT SUMMARIZATION Delia Rusu, Blaz Fortuna, Marko Grobelnik and Dunja Mladenic Conference or Workshop Item Item not available online. (2008)
	Semantic Modeling, Translation and Matching of QoS Alexandra Moraru, Blaz Fortuna and Carolina Fortuna Conference or Workshop Item Item not available online. (2008)
	Semantic Modeling, Translation and Matching of QoS Alexandra Moraru, Blaz Fortuna and Carolina Fortuna Conference or Workshop Item Item not available online. (2008)
	Semantic role labeling tools trained on the Cast3LB-CoNLL-SemRol corpus Roser Morante Conference or Workshop Item Item not available online. (2008)
	Semi-supervised dimensionality reduction using pairwise equivalence constraints Hakan Cevikalp, Jakob Verbeek, Frederic Jurie and Alexander Klaser Conference or Workshop Item Item not available online. (2008)
	Semi-supervised Document Classification with a Mislabeling Error Model Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte Conference or Workshop Item (2008)
	Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier and Léon Bottou Conference or Workshop Item Item not available online. (2008)
	Shape analysis of polyhex carbon nanotubes and nanotori Tomaž Pisanski, Ante Graovac, István László and Dejan Plavšić Conference or Workshop Item Item not available online. (2008)
	Shape preserving interpolation by cubic G [sup] 1 splines in R [sup] 3 Gašper Jaklic and Emil Žagar Conference or Workshop Item Item not available online. (2008)
	Similarity-based cross-layered hierarchical representation for object categorization. Marko Boben, Sanja Fidler and Aleš Leonardis Conference or Workshop Item (2008)
	Sparse Canonical Correlation Analysis David Hardoon and John Shawe-Taylor Conference or Workshop Item Item not available online. (2008)
	Sparse Learning and Adaptation in Online Kernel Methods Supawan Phonpitakchai and Tony Dodd Conference or Workshop Item Item not available online. (2008)
	Sparse Probabilistic Projections Cedric Archambeau and Francis Bach Conference or Workshop Item Item availablity restricted. (2008)
	Spatio-Temporal Features for Robust Content-Based Video Copy Detection Geert Willems, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2008)
	Spectral Embedding of Feature Hypergraphs Peng Ren, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2008)
	Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions Alejandro Isaza, Csaba Szepesvari, Vadim Bulitko and Russ Greiner Conference or Workshop Item (2008)
	Stacked dependency networks for layout document structuring Loic Lecerf and Boris Chidlovskii Conference or Workshop Item Item not available online. (2008)
	Stane: Synthesized Textures for Tactile Input Roderick Murray-Smith, John Williamson, Torben Quaade and Stephen Hughes Conference or Workshop Item Item not available online. (2008)
	Statistical Models for Partial Membership Katherine Heller, Sinead Williamson and Zoubin Ghahramani Conference or Workshop Item (2008)
	Stochastic Optimal Control Bert Kappen and Marc Toussaint Conference or Workshop Item Item not available online. (2008)
	STOCHASTIC SUBGRADIENT APPROACH FOR SOLVING LINEAR SUPPORT VECTOR MACHINES – AN OVERVIEW Jan Rupnik Conference or Workshop Item Item not available online. (2008)
	Structured non-negative matrix factorization with sparsity patterns Hans Laurberg, Mikkel N. Schmidt, Mads G. Christensen and Søren Holdt Jensen Conference or Workshop Item Item not available online. (2008)
	Supervised and Evolutionary Learning of Echo State Networks Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (2008)
	Synthesising Novel Movements through Latent Space Modulation of Scalable Control Policies Sebastian Bitzer, Ioannis Havoutis and Sethu Vijayakumar Conference or Workshop Item (2008)
	Task Maps in Humanoid Robot Manipulation M Gienger, M Toussaint and Ch Goerick Conference or Workshop Item (2008)
	Testing the use of N-gram Grahps in Summarization Sub-tasks George Giannakopoulos, Vangelis Karkaletsis and George Vouros Conference or Workshop Item (2008)
	The Double-Barrelled LASSO David Hardoon and John Shawe-Taylor Conference or Workshop Item (2008)
	The Gaussian Process Density Sampler Ryan Adams, Iain Murray and David MacKay Conference or Workshop Item (2008)
	THE PARALLELIZATION OF MONTE-CARLO PLANNING Olivier Teytaud, jean baptiste, Sylvain Gelly, arpad rimmel and yann kalemkarian Conference or Workshop Item (2008)
	The skew spectrum of graphs Risi Kondor and Karsten Borgwardt Conference or Workshop Item (2008)
	Theory of matching pursuit Zakria Hussain and John Shawe-Taylor Conference or Workshop Item (2008)
	Towards automatic emotional state categorization from speech signals Arslan Shaukat and Ke Chen Conference or Workshop Item Item not available online. (2008)
	Towards independent subspace analysis in controlled dynamical systems Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2008)
	Towards independent subspace analysis in controlled dynamical systems Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2008)
	TRIPLET EXTRACTION FROM SENTENCES USING SVM Lorand Dali and Blaz Fortuna Conference or Workshop Item Item not available online. (2008)
	Uncertainty Optimization for Robust Dynamic Optical Flow Estimation Volker Willert, Marc Toussaint, Julian Eggert and Edgar Körner Conference or Workshop Item (2008)
	Unsupervised Discovery of Visual Object Class Hierarchies Josef Sivic, B. Russell, Andrew Zisserman, W. T. Freeman and A. A. Efros Conference or Workshop Item (2008)
	Unsupervised Learning of Echo State Networks: Balancing the Double Pole Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (2008)
	Using Recognition to Guide a Robot's Attention Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2008)
	Using Subspace-Based Template Attacks to Compare and Combine Power and Electromagnetic Information Leakages Francois-Xavier Standaert and Cedric Archambeau Conference or Workshop Item Item availablity restricted. (2008)
	Using the Delta test for variable selection Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona and Michel Verleysen Conference or Workshop Item Item availablity restricted. (2008)
	Variational Inference for the Indian Buffet Process Finale Doshi, Kurt Tadayuki Miller, Jurgen van Gael and Yee Whye Teh Conference or Workshop Item (2008)
	Variational Markov Chain Monte Carlo for Inference in Partially Observed Nonlinear Diffusions. Yuan Shen, Cedric Archambeau, Dan Cornford and Manfred Opper Conference or Workshop Item Item not available online. (2008)
	When does quasi-random work ? Olivier Teytaud Conference or Workshop Item (2008)
	Whole Genome Association Studies in Autistic Spectrum Disorders Revisited: A Support Vector Machine Approach P Johnston, David Hardoon, C Ecker, T Clarke, J Powell and D Murphy Conference or Workshop Item (2008)
	xftsp: a Tool for Time Series Prediction by Means of Fuzzy Inference Systems Federico Montesino, Amaury Lendasse and Angel Barriga Barros Conference or Workshop Item Item not available online. (2008)
	XML-based approaches for the integration of heterogeneous bio-molecular data M. Mesiti, E.J. Ruiz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Conference or Workshop Item (2008)
	XRCE’s Participation to ImageCLEF 2008 Julien Ah-Pine, Claudio Cifarelli, Stéphane Clinchant, Gabriela Csurka and Jean-Michel Renders Conference or Workshop Item Item not available online. (2008)