Year: 2008

Article

	Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article (08 October 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)
	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 and Classification of Malware Behavior Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Düssel and Pavel Laskov Article (July 2008)
	Information Consistency of Nonparametric Gaussian Process Methods matthias seeger, Sham Kakade and Dean P. Foster Article Item not available online. (April 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)
	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)
	Learning iteratively a classifier with the Bayesian Model Averaging Principlestar Rudy Sicard, Thierry Artières and Eric Petit 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)
	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)
	The Desktop Doctor Peter Bentley Article (14 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)
	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)
	The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (January 2008)
	A Discriminative Kernel-based Model to Rank Images from Text Queries David Grangier and Samy Bengio 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 Study of Mechanisms for Improving Robotic Group Performance Avi Rosenfeld, Gal Kaminka, Sarit Kraus and Onn Shehory Article (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)
	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)
	Convergence of Markov Chains in Information Divergence Peter Harremoes and K. K. Holst Article (2008)
	Eliciting Consumer Preferences using Robust Adaptive Choice Questionnaires Jacob Abernethy, Theodoros Evgeniou, Olivier Toubia and Jean-Philippe Vert Article Item not available online. (2008)
	Gene expression modelling through positive Boolean functions Francesca Ruffino, Marco Muselli and Giorgio Valentini Article (2008)
	Guest Editorial: Special Issue on Inductive Logic Programming S Muggleton, R Otero and S Colton Article Item not available online. (2008)
	HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (2008)
	Hierarchical statistical shape analysis and prediction of sub-cortical brain structures A Rao, P Aljabar and D Rueckert Article Item not available online. (2008)
	Invariant common spatial patterns: Alleviating nonstationarities in brain-computer interfacing Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim Nikulin and Klaus-Robert Müller Article (2008)
	Local tail bounds for functions of independent random variables Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
	Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring Klaus-Robert Müller, Michael Tangermann, Guido Dornhege, Matthias Krauledat, Gabriel Curio and Benjamin Blankertz Article Item not available online. (2008)
	Machine learning methods for predictive proteomics. annalisa barla, giuseppe jurman, samantha riccadonna, marco chierici, stefano merler and cesare furlanello Article Item not available online. (2008)
	NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks Petri Kontkanen, Hannes Wettig and Petri Myllymäki Article (2008)
	On the performance of clustering in Hilbert spaces Gerard Biau, Luc Devroye and Gábor Lugosi Article Item not available online. (2008)
	Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2008)
	Optimizing spatial filters for robust EEG single-trial analysis Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
	Phase-of-firing coding of natural visual stimuli in primary visual cortex Marcelo A. Montemurro, Malte Rasch, Yusuke Murayama, Nikos K. Logothetis and Stefano Panzeri 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)
	QG/GA: A stochastic search for Progol S Muggleton and A Tamaddoni-Nezhad Article Item not available online. (2008)
	Ranking and empirical minimization of U-statistics Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis Article Item not available online. (2008)
	Selective Adaptation in Networks of Heterogeneous Populations: Model, Simulation and Experiment Avner Wallach, Danny Eytan, Shimon Marom and Ron Meir Article (2008)
	Strategies for prediction under imperfect monitoring. Gábor Lugosi, Shie Mannor and Gilles Stoltz Article Item not available online. (2008)
	Tracking the best quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item not available online. (2008)
	Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Article (2008)
	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)

Book Section

	Practical Feature Selection: from Correlation to Causality Isabelle Guyon Book Section (16 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)
	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)
	Kernel-based machine translation Zhuoran Wang and John Shawe-Taylor Book Section Item not available online. (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)

Conference or Workshop Item

	Expression Invariant 3D Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (17 September 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)
	ERS: Evaluating Reputations of Scientific Journals Emilie Samuel and Colin de la Higuera Conference or Workshop Item Item not available online. (21 July 2008)
	Discriminative Human Action Segmentation and Recognition using Semi-Markov Model Qinfeng Shi, Li Wang, Li Cheng and Alex Smola Conference or Workshop Item (23 June 2008)
	SHREC'08 Entry: Shape Based Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (04 June 2008)
	On the learning of nonlinear visual features from natural images by optimizing response energies Jussi Lindgren and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (01 June 2008)
	Unsupervised learning of dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (01 June 2008)
	Tailoring Density Estimation via Reproducing Kernel Moment Matching Le Song, Xinhua Zhang, Alex Smola, Arthur Gretton and Bernhard Schölkopf Conference or Workshop Item (June 2008)
	Monte Carlo estimation of minimax regret with an application to MDL model selection Teemu Roos Conference or Workshop Item (05 May 2008)
	How Automated Agents Treat Humans and Other Automated Agents in Situations of Inequity: An Experimental Study Ron Katz and Sarit Kraus Conference or Workshop Item (May 2008)
	Multi-Classification by Categorical Features via Clustering. Yevgeny Seldin and Naftali Tishby Conference or Workshop Item (May 2008)
	Across-channel dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (28 February 2008)
	Combined PLP-Acoustic Waveform Classification for Robust Phoneme Recognition using Support Vector Machines Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)
	Towards robust phoneme classification: Augmentation of PLP models with acoustic waveforms Matthew Ager, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)
	Combining Expert Advice Efficiently Wouter Koolen and Steven de Rooij Conference or Workshop Item Item not available online. (20 February 2008)
	A Formal Context for Symmetric Dependencies Jaume Baixeries Conference or Workshop Item Item availablity restricted. (16 February 2008)
	Apprentissage d'un espace de concepts de mots pour une nouvelle représentation des données textuelles Young Min Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (01 February 2008)
	Bayesian network structure learning using factorized NML universal models Teemu Roos, Tomi Silander, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (01 February 2008)
	Une Méthode Contextuelle d'Extension de Requête avec des Groupements de Mots pour le Résumé Automatique Jean-François Pessiot, Young Min Kim, Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (01 February 2008)
	Cost-minimising strategies for data labelling: Optimal stopping and active learning Christos Dimitrakakis and Christian Savu-Krohn Conference or Workshop Item (February 2008)
	Interact, Excite, and Feel Parisa Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (February 2008)
	Mining Implications from Lattices of Closed Trees José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (29 January 2008)
	Comment optimiser A* adaptatif Lou Fedon and Antoine Cornuéjols Conference or Workshop Item (24 January 2008)
	Travel Blog Assistant System (TBAS): An example scenario of how to enrich text with images and images with text using online multimedia repositories Marco Bressan, Gabriela Csurka, Yves Hoppenot and Jean-Michel Renders Conference or Workshop Item (22 January 2008)
	Improving Flickr discovery through Wikipedias Federico Gobbo Conference or Workshop Item (09 January 2008)
	Virtual communities as Narrative Processes Marco Benini and Federico Gobbo Conference or Workshop Item (09 January 2008)
	Efficiency of Entropy Testing Peter Harremoes and I. Vajda Conference or Workshop Item Item not available online. (07 January 2008)
	Information Theory for Angular Data Peter Harremoes Conference or Workshop Item Item not available online. (07 January 2008)
	Thinning and Information Projections Peter Harremoes, O. Johnson and I. Kontoyiannis Conference or Workshop Item Item not available online. (07 January 2008)
	Transcript Normalization and Segmentation of Tiling Array Data Georg Zeller, Stefan Henz, Sascha Laubinger, Detlef Weigel and Gunnar Raetsch Conference or Workshop Item Item not available online. (04 January 2008)
	Discriminative and generative machine learning approaches towards robust phoneme classification Jibran Yousafzai, Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (January 2008)
	Modelling the jobs of a Grid System Xiamgliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item Item not available online. (January 2008)
	Optimisation du Primal pour les SVM Trinh-Minh-Tri Do and Thierry Artières Conference or Workshop Item Item not available online. (January 2008)
	A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data Massih Amini, Vinh truong and Cyril Goutte Conference or Workshop Item (2008)
	A neural network implementing optimal state estimation based on dynamic spike train decoding Omer Bobrowski, Ron Meir, Shy Shoham and Yonina Eldar Conference or Workshop Item (2008)
	A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Charles Micchelli, Massimiliano Pontil and Yiming Ying Conference or Workshop Item Item not available online. (2008)
	An analysis of convex relaxations for MAP estimation Mudigonda Pawan Kumar, Vladimir Kolmogorov and Philip Torr Conference or Workshop Item (2008)
	An Extension of PLSA for Document Clustering Youngmin Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
	Apprentissage de fonctions d'ordonnancement semi--supervisé inductives Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
	Bayesian Agglomerative Clustering with Coalescents Yee Whye Teh, Hal Daume III and Daniel Roy Conference or Workshop Item Item not available online. (2008)
	Bayesian Inference for Spiking Neuron Models with a Sparsity Prior Sebastian Gerwinn, Jakob Macke, matthias seeger and Matthias Bethge Conference or Workshop Item Item not available online. (2008)
	Collapsed Variational Inference for HDP Yee Whye Teh, Kenichi Kurihara and Max Welling Conference or Workshop Item Item not available online. (2008)
	Consistent Minimization of Clustering Objective Functions Ulrike v. Luxburg, Sebastien Bubeck, Stefanie Jegelka and Michael Kaufmann Conference or Workshop Item Item not available online. (2008)
	Cooled and Relaxed Survey Propagation for MRFs Hai Leong Chieu, Wee Sun Lee and Yee Whye Teh Conference or Workshop Item Item not available online. (2008)
	Estimating labels from label proportions Novi Quadrianto, Alex Smola, Tiberio Caetano and quoc le Conference or Workshop Item (2008)
	Evolutivité d'une architecture en temps réel de filtrage d’alertes générées par les systèmes de détection d’intrusions sur les réseaux. A. Faour, Philippe Leray and B. Eter Conference or Workshop Item Item not available online. (2008)
	Evolving Scale-Free Topologies using a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Conference or Workshop Item Item availablity restricted. (2008)
	Flutter: Directed Random Browsing of Photo Collections with a Tangible Interface John Williamson and Lorna Brown Conference or Workshop Item Item not available online. (2008)
	Hierarchical Penalization Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux Conference or Workshop Item (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)
	Local Quantum Computing for Fast Probably MAP Inference in Graphical Models Charles Fox, Iead Rezek and Stephen J. Roberts Conference or Workshop Item (2008)
	Model Selection and Stability in k-means Clustering Ohad Shamir and Naftali Tishby Conference or Workshop Item (2008)
	Multi-task Gaussian Process Prediction Edwin V. Bonilla, Kian Ming Chai and Christopher Williams 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)
	Principal Component Analysis for Sparse High-Dimensional Data Tapani Raiko, Alexander Ilin and Juha Karhunen 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)
	Rub the Stane Roderick Murray-Smith, John Williamson, Stephen Strachan, Torben Quaade and Stephen Hughes 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 (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)
	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)
	Uncertainty Optimization for Robust Dynamic Optical Flow Estimation Volker Willert, Marc Toussaint, Julian Eggert and Edgar Körner Conference or Workshop Item (2008)

Monograph

	Bayesian Reinforcement Learning with Gaussian Process Temporal Difference Methods Yaki Engel, Shie Mannor and Ron Meir Monograph Item availablity restricted. (August 2008)
	Correlation Based Multivariate Analysis of the Genetic Influence on Brain Volume David Hardoon, Ulrich Ettinger, Janaina Mourao-Miranda, Elena Antonova, David Collier, Veena Kumari, Steven Williams and Michael Brammer Monograph (09 July 2008)
	Self-consistent multiple testing procedures Gilles Blanchard and Étienne Roquain Monograph Item availablity restricted. (February 2008)
	A Generic Tool for Performance Evaluation of Supervised Learning Algorithms Ron Begleiter and Ran El-Yaniv Monograph Item availablity restricted. (03 January 2008)

This list was generated on Sun Oct 12 18:23:58 BST 2008.