Year: 2009

Article

	Model selection by sequentially normalized least squares Jorma Rissanen, Teemu Roos and Petri Myllymäki Article Item availablity restricted. (29 December 2009)
	Distributed fading memory for stimulus properties in the primary visual cortex Danko Nikolic, Stefan Häusler, Wolf Singer and Wolfgang Maass Article Item availablity restricted. (22 December 2009)
	Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf Article Item not available online. (22 December 2009)
	A Diffusion Approach to Network Localization yaniv gur and Yosi Keller Article Item not available online. (18 December 2009)
	Boosting Classifiers Built from Different Subsets of Features Jean-Christophe Janodet, Marc Sebban and Henri-Maxime Suchier Article Item not available online. (15 December 2009)
	Inference and algorithms for sparse Bayesian factor analysis Magnus Rattray, Oliver Stegle, Kevin Sharp and John Winn Article (01 December 2009)
	A Complete Theory of Everything (will be Subjective) Marcus Hutter Article (December 2009)
	A geometric proof of calibration Shie Mannor and Gilles Stoltz Article (December 2009)
	A SOM-based approach to estimating product properties from spectroscopic measurements Francesco Corona, Elia Liitiainen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis and Roberto Baratti Article Item availablity restricted. (December 2009)
	A theoretical basis for emergent pattern discrimination in neural systems through slow feature extraction Stefan Klampfl and Wolfgang Maass Article Item not available online. (December 2009)
	Adaptive False Discovery Rate Control under Independence and Dependence Gilles Blanchard and Etienne Roquain Article (December 2009)
	Compressed Least-Squares Regression Odalric-Ambrym Maillard and Rémi Munos Article (December 2009)
	Detecting Abandoned Objects with a Moving Camera Hui Kong, Jean-Yves Audibert and Jean Ponce Article Item not available online. (December 2009)
	Efficient data association for view based SLAM using connected dominating sets O Booij, Z Zivkovic and B Krose Article Item availablity restricted. (December 2009)
	Efficient Subwindow Search: A Branch and Bound Framework for Object Localization Christoph Lampert, Matthew Blaschko and Thomas Hofmann Article (December 2009)
	General road detection from a single image Hui Kong, Jean-Yves Audibert and Jean Ponce Article Item not available online. (December 2009)
	Global Stereo Reconstruction under Second-Order Smoothness Priors Oliver Woodford, Philip Torr, Ian Reid and Andrew Fitzgibbon Article (December 2009)
	Kernel bandwidth estimation for nonparametric modelling Adrian G Bors and Nikolaos Nasios Article (December 2009)
	Machine learning for event selection in high energy physics S. Whiteson and D. Whiteson Article Item not available online. (December 2009)
	Novel IPCA-Based Classifiers and Their Application to Spam Filtering A. Rozza, Gabriele Lombardi and E. Casiraghi Article Item not available online. (December 2009)
	Now you'll feel it - now you won't: EEG rhythms predict the effectiveness of perceptual masking Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio Article Item not available online. (December 2009)
	Recovering sparse signals with a certain family of non-convex penalties and DC programming Gilles Gasso, Alain Rakotomamonjy and Stéphane Canu Article (December 2009)
	Sensitivity analysis in HMMs with application to likelihood maximization Coquelin Pierre-Arnaud, Deguest Romain and Rémi Munos Article (December 2009)
	Structured Prediction by Joint Kernel Support Estimation Christoph Lampert and Matthew Blaschko Article (December 2009)
	Visualization and Explanation of Payload-Based Anomaly Detection Konrad Rieck and Pavel Laskov Article (December 2009)
	Relevant subtask learning by constrained mixture models Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Article Item not available online. (28 November 2009)
	Regularized Estimation of Large Scale Gene Association Networks using Gaussian Graphical Models Nicole Krämer, Juliane Schäfer and Anne-Laure Boulesteix Article Item not available online. (24 November 2009)
	Finding stationary subspaces in multivariate time series Paul von Buenau, Frank C. Meinecke, Franz Kiraly and Klaus-Robert Mueller Article (20 November 2009)
	A probabilistic approach to spectral graph matching Yosi Keller and Amir Agozi Article Item not available online. (15 November 2009)
	Identifying graph clusters using variational inference and links to covariance parametrization David Barber Article (13 November 2009)
	Infinite Factorization of Multiple Non-parametric Views Simon Rogers, Arto Klami, Janne Sinkkonen, Mark Girolami and Samuel Kaski Article Item not available online. (13 November 2009)
	Statistical Challenges of High-dimensional Data Iain M. Johnstone and Mike Titterington Article (13 November 2009)
	Training parsers by inverse reinforcement learning Gergely Neu and Csaba Szepesvari Article (13 November 2009)
	Necessary and sufficient conditions for learning with correction queries Cristina Tirnauca and Satoshi Kobayashi Article Item availablity restricted. (06 November 2009)
	A Non-Linear Approach for Completing Missing Values in Temporal Databases Paul Merlin, Antti Sorjamaa, Bertrand Maillet and Amaury Lendasse Article Item availablity restricted. (November 2009)
	A Statistical Approach to Material Classification Using Image Patch Exemplars Manik Varma and Andrew Zisserman Article (November 2009)
	Adaptive-Resolution Reinforcement Learning with Efficient Exploration in Deterministic Domains Andrey Bernstein and Nahum Shimkin Article (November 2009)
	Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation Arno Onken, Steffen Grunewalder, Matthias Munk and Klaus Obermayer Article Item not available online. (November 2009)
	Bounded Kernel-Based Online Learning Francesco Orabona, Joseph Keshet and Barbara Caputo Article (November 2009)
	Directed Coupling in Local Field Potentials of Macaque V4 during Visual Short-Term Memory revealed by Multivariate Autoregressive Models Gregor Hörzer, Stefanie Liebe, Alois Schlögl, Nikos K. Logothetis and Gregor Rainer Article Item not available online. (November 2009)
	Hash Kernels for Structured Data Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola and S V N Vishwanathan Article (November 2009)
	Hash Kernels for Structured Data, Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola and Vishy Vishwanathan Article (November 2009)
	Improving BCI performance by task-related trial pruning Claudia Sannelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (November 2009)
	Methods for estimating neural firing rates, and their application to brain-machine interfaces John Cunningham, V. Gilja, S.I. Ryu and K.V. Shenoy Article Item not available online. (November 2009)
	Natural Actor-Critic Algorithms Shalabh Bhatnagar, Richard Sutton, Mohammad Ghavamzadeh and Mark Lee Article Item not available online. (November 2009)
	Note on Max Lin-2 above Average R. Crowston, G. Gutin and M. Jones Article (November 2009)
	Time Domain Parameters as a feature for EEG-Based Brain Computer Interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (November 2009)
	Gene function prediction from synthetic lethality networks via ranking on demand Christoph Lippert, Zoubin Ghahramani and Karsten Borgwardt Article Item not available online. (30 October 2009)
	Distinguishing Cause and Effect via Second Order Exponential Models Dominik / DJ Janzing, Xiaohai / XS Sun and Bernhard / BS Schoelkopf Article Item not available online. (29 October 2009)
	Inferring branching pathways in genome-scale metabolic networks Esa Pitkänen, Paula Jouhten and Juho Rousu Article (29 October 2009)
	Delving deeper into the whorl of flower segmentation Maria-Elena Nilsback and Andrew Zisserman Article (12 October 2009)
	Justifying additive-noise-model based causal discovery via algorithmic information theory Dominik / DJ Janzing and Bastian / BS Steudel Article Item not available online. (09 October 2009)
	Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article (08 October 2009)
	Expectation Propagation on the Maximum of Correlated Normal Variables Philipp Hennig Article (02 October 2009)
	Fast Realistic Multi-Action Recognition using Mined Dense Spatio-temporal Features Andrew Gilbert and Richard Bowden Article (01 October 2009)
	Shape-based Active Contours for Fast Video Segmentation Sasan Mahmoodi Article (01 October 2009)
	A spiking neuron as information bottleneck Lars Büsing and Wolfgang Maass Article Item not available online. (October 2009)
	Adaptive-resolution Reinforcement Learning with efficient exploration in deterministic domains Andrey Bernstein and Nahum Shimkin Article Item not available online. (October 2009)
	Can Eyes Reveal Interest? - Implicit Queries from Gaze Patterns Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor Article Item availablity restricted. (October 2009)
	Committees of Adaboost Ensembles with modified emphasis functions Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Article (October 2009)
	Dependencies between stimuli and spatially independent fMRI sources: towards brain correlates of natural stimuli Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário and Samuel Kaski Article Item not available online. (October 2009)
	Emerging motor behaviors: learning joint coordination in articulated mobile robots Diego E. Pardo, Cecilio Angulo, Sergio del Moral and Andreu Català Article Item not available online. (October 2009)
	Improving Text Categorization Bootstrapping via Unsupervised Learning Alfio Gliozzo, Carlo STRAPPARAVA and Ido Dagan Article Item not available online. (October 2009)
	Markov Decision Processes with Arbitrarily Varying Rewards Jia Yuan Yu, Shie Mannor and Nahum Shimkin Article (October 2009)
	mBPCR: A Package for DNA Copy Number Profile Estimation Paola M.V. Rancoita and Marcus Hutter Article (October 2009)
	Modeling and Visualizing uncertainty in gene expression clusters using dirichlet process mixtures Carl Edward Rasmussen, B. J. de la Cruz, Zoubin Ghahramani and D. L. Wild Article Item not available online. (October 2009)
	Monocular Pedestrian Detection: Survey and Experiments M. Enzweiler and D.M. Gavrila Article Item not available online. (October 2009)
	Nonparametric Bayesian drift estimation for one-dimensional diffusion processes Yvo Pokern, Omiros Papaspiliopoulos, Gareth Roberts and Andrew Stuart Article Item not available online. (October 2009)
	Recognizing textual entailment: Rational, evaluation and approaches Ido Dagan, Bill Dolan, Bernardo Magnini and Dan Roth Article Item not available online. (October 2009)
	Residual variance estimation in machine learning Elia Liitiainen, Michel Verleysen, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (October 2009)
	Variational Bayesian learning of nonlinear hidden state-space models for model predictive control Tapani Raiko and Matti Tornio Article Item not available online. (October 2009)
	A multi-agent systems approach to distributed Bayesian information fusion Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan Nunnink and Thomas Hood Article Item not available online. (25 September 2009)
	Telling cause from effect based on high-dimensional observations Dominik / DJ Janzing, Patrik / PH Hoyer and Bernhard / BS Schoelkopf Article Item not available online. (24 September 2009)
	Accurate discrimination of conserved coding and non-coding regions through multiple indicators of evolutionary dynamics Matteo Re Article (08 September 2009)
	Some mathematical refinements concerning error minimization in the genetic code Harry Buhrman, Peter T.S. van der Gulik, Steven M. Kelk, Wouter Koolen and Leen Stougie Article Item not available online. (08 September 2009)
	Solving deterministic policy (PO)MPDs using Expectation-Maximisation and Antifreeze David Barber and Tom Furmston Article (07 September 2009)
	Computing Atom Mappings for Biochemical Reactions without Subgraph Isomorphism Heinonen Markus, Lappalainen Sampsa, Taneli Mielikäinen and Juho Rousu Article Item availablity restricted. (04 September 2009)
	A robust Bayesian two-sample test for detecting intervals of differential gene expression Oliver Stegle, Katherine J. Denby, Emma J. Cooke, David L. Wild, Zoubin Ghahramani and Karsten Borgwardt Article Item availablity restricted. (01 September 2009)
	A Monte Carlo AIXI Approximation Joel Veness, Kee Siong Ng, Marcus Hutter and David Silver Article (September 2009)
	Bootstrapping Distributional Feature Vector Quality Maayan Geffet and Ido Dagan Article Item not available online. (September 2009)
	Cost Sensitive Learning based on Bregman Divergences Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaiz-Rodríguez and Jesús Cid-Sueiro Article Item availablity restricted. (September 2009)
	Multimodal Interactive Transcription of Text Images Alejandro Hector Tosselli, Verónica Romero, Moisés Pastor and Enrique Vidal Article Item not available online. (September 2009)
	Neural Prosthetic Systems: Current Problems and Future Directions C.A. Chestek, John Cunningham, V. Gilja, P. Nuyujukian, S.I. Ryu and K.V. Shenoy Article Item not available online. (September 2009)
	P³ & Beyond: Move Making Algorithms for Solving Higher Order Functions Pushmeet Kohli, M. Pawan Kumar and Philip Torr Article (September 2009)
	The PASCAL Visual Object Classes (VOC) challenge Mark Everingham, Luc Van Gool, Christopher Williams, John Winn and Andrew Zisserman Article (September 2009)
	Thermodynamic efficiency of information and heat flow Armen / AA Allahverdyan, Dominik / DJ Janzing and Guenter /GM Mahler Article Item not available online. (September 2009)
	A Bayesian regression approach to terrain mapping and an application to legged robot locomotion Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy and Wolfram Burgard Article Item not available online. (31 August 2009)
	Feature extraction and selection from vibration measurements for structural health monitoring Janne Toivola and Jaakko Hollmen Article Item availablity restricted. (31 August 2009)
	Benchmark Data Set for in Silico Prediction of Ames Mutagenicity Katja Hansen, Sebastian Mika, Timon Schröter, Andreas Sutter, Antonius ter Laak, Thomas Steger-Hartmann, Nikolaus Heinrich and Klaus-Robert Müller Article Item availablity restricted. (24 August 2009)
	A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization Steven Lemm, Klaus-Robert Müller and Gabriel Curio Article (07 August 2009)
	A Four-Gene Expression Signature for Prostate Cancer Cells Consisting of UAP1, PDLIM5, IMPDH2, and HSPD1 Isabelle Guyon, Herb Fritsche, Paul Choppa, Li-Ying Yang and Stephen Barnhill Article (06 August 2009)
	R/BHC: Fast bayesian Hierarchical clustering for microarray data R Savage, Katherine Heller, Y Xu, Zoubin Ghahramani, W. M. Truman, M Grant, K. J. Denby and D. L. Wild Article (06 August 2009)
	Information, Divergence and Risk for Binary Experiments Mark Reid and Bob Williamson Article (05 August 2009)
	Sparse Multiview Methods for Classification of Musical Genre from Magnetoencephalography Recordings Tom Diethe, Gabi Teodoru, Nick Furl and John Shawe-Taylor Article (03 August 2009)
	Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems Fernando Perez-Cruz and Juan Jose Murillo-Fuentes Article (August 2009)
	A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang Maass Article Item not available online. (August 2009)
	Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation Jerónimo Arenas-Garcia and Aníbal Figueiras-Vidal Article (August 2009)
	Augmenting WordNet-based Inference with Argument Mapping Idan Szpektor and Ido Dagan Article (August 2009)
	Complexity Based Phrase-Table Filtering for Statistical Machine Translation Nadi Tomeh, Nicola Cancedda and Marc Dymetman Article Item not available online. (August 2009)
	Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Article Item not available online. (August 2009)
	CycSim - an online genome-scale metabolic model simulator and browser, integrated with pathways databases François Le Fèvre, Serge Smidtas, Cyril Combe, Maxime Durot, Florence d'Alché-Buc and Vincent Schächter Article Item not available online. (August 2009)
	Directional Distributional Similarity for Lexical Expansion Lili Kotlerman, Ido Dagan, Idan Szpektor and Maayan Geffet Article (August 2009)
	Discovering unexpected documents in corpora François Jacquenet and Christine Largeron Article Item not available online. (August 2009)
	Fast and Automatic Object Pose Estimation for Range Images on the GPU In Kyu Park, Marcel Germann, Michael D. Breitenstein and Hanspeter Pfister Article Item not available online. (August 2009)
	Nonparametric sequential prediction of time series K Bleakley, G Biau, Laszlo Gyorfi and Gyorgy Ottucsak Article Item availablity restricted. (August 2009)
	Source-Language Entailment Modeling for Translating Unknown Terms. Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor Article Item not available online. (August 2009)
	Time-bounded incompressibility of compressible strings and sequences Edgar Daylight, Wouter Koolen and Paul Vitányi Article Item not available online. (August 2009)
	Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Article (August 2009)
	A novel method for learning policies from variable constraint data Matthew Howard, Stefan Klanke, Michael Gienger, Christian Goerick and Sethu Vijayakumar Article Item availablity restricted. (30 July 2009)
	Mining frequent closed rooted trees José Balcázar, Albert Bifet and Antoni Lozano Article Item not available online. (24 July 2009)
	2-local 7/6-competitive algorithm for multicolouring a sub-class of hexagonal graphs Janez Žerovnik and Petra Šparl Article Item not available online. (22 July 2009)
	Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning Shimon Whiteson, Matthew E. Taylor and Peter Stone Article Item not available online. (18 July 2009)
	Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations Jaakko Peltonen, Jarkko Venna and Samuel Kaski Article Item not available online. (07 July 2009)
	Convergence Results for Some Temporal Difference Methods Based on Least Squares Huizhen Yu and Dimitri Bertsekas Article Item not available online. (July 2009)
	Discovery of interactive graphs for understanding and searching time-indexed corpora Ilija Subasic and Bettina Berendt Article Item not available online. (July 2009)
	Global intensity correction in dynamic scenes P. J. Withagen, K. Schutte and F.C.A. Groen Article Item not available online. (July 2009)
	Method of verifying declared identity in optical answer sheets Joseph Levi, Yosef Solewicz, Yael Dvir and Yisca Steinberg Article Item not available online. (July 2009)
	Object localisation using the Generative Template of Features Moray Allan and Christopher Williams Article (July 2009)
	Open Problems in Universal Induction and Intelligence Marcus Hutter Article (July 2009)
	Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem mikhail zaslavskiy, Marc Dymetman and Nicola Cancedda Article Item not available online. (July 2009)
	Self-Adaptive Utility-Based Web Session Management. Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Article Item not available online. (July 2009)
	SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent Antoine Bordes, Leon Bottou and Patrick Gallinari Article (July 2009)
	The frequency spectrum of finite samples from the intermittent silence process Ramon Ferrer-i-Cancho and Ricard Gavaldà Article Item not available online. (July 2009)
	A simple iterative algorithm for parsimonious binary kernel Fisher discrimination Robert F. Harrison and Kitsuchart Pasupa Article Item not available online. (30 June 2009)
	Analyzing the U.S. Senate in 2003: Similarities, Clusters, and Blocs Aleks Jakulin, Wray Buntine, Timothy La Pira and Holly Brasher Article (30 June 2009)
	The Entire Quantile Path of a Risk-Agnostic SVM Classifier Jin Yu, Vishwanathan S.V.N. and Jian Zhang Article (19 June 2009)
	Analyzing Movement Trajectories Using a Markov Bi-Clustering Method Keren Erez, Jacob Goldberger, Ronen Sosnik, Moshe Shemesh and Moshe Abeles Article Item availablity restricted. (12 June 2009)
	The infinite HMM for unsupervised PoS tagging Jurgen van Gael, Andreas Vlachos and Zoubin Ghahramani Article (06 June 2009)
	A Machine Learning Approach for Material Detection in Hyperspectral Images Raphaël Marée, Benjamin Stevens, Pierre Geurts, Yves Guern and Philippe Mack Article Item not available online. (June 2009)
	Approximate Bayesian methods for kernel-based object tracking Zoran Zivkovic, Ali Taylan Cemgil and Ben Kröse Article Item not available online. (June 2009)
	Bit-Interleaved Coded Modulation Revisited: A Mismatched Decoding Perspective Alfonso Martinez, A. Guillén i Fàbregas, G. Caire and F.M.J. Willems Article Item not available online. (June 2009)
	Class-Specific Hough Forests for Object Detection Juergen Gall and Victor Lempitsky Article Item not available online. (June 2009)
	Convergent message passing algorithms - a unifying view Talya Meltzer, Amir Globerson and Yair Weiss Article (June 2009)
	Convexifying the Bethe Free Energy Ofer Meshi, Ariel Jaimovich, Amir Globerson and Nir Friedman Article (June 2009)
	Generalization Bounds for Learning the Kernel Yiming Ying and Colin Campbell Article Item not available online. (June 2009)
	How wrong can we get? A review of machine learning approaches and error bars. Anton Schwaighofer, Timon Schröter, Sebastian Mika and Gilles Blanchard Article Item not available online. (June 2009)
	Learning graph matching Tiberio Caetano, Julian McAuley, Li Cheng, Quoc Le and Alex Smola Article (June 2009)
	Minimax policies for adversarial and stochastic bandits Jean-Yves Audibert and Sébastien Bubeck Article (June 2009)
	Perturbation Corrections in Approximate Inference: Mixture Modelling Applications Ulrich Paquet, Ole Winther and Manfred Opper Article Item not available online. (June 2009)
	Recognizing Indoor Scenes Ariadna Quattoni and Antonio Torralba Article (June 2009)
	SAR Image Labeling with Hierarchical Markov Aspect Models Dengxin Dai, Yang Wen and William Triggs Article (June 2009)
	Simulating Events of Unknown Probabilities via Reverse Time Martingales. Krzystof \L atuszy\'nski, K., Ioannis Kosmidis, Omiros Papaspiliopoulos and Gareth Roberts Article Item not available online. (June 2009)
	PCSIM: a parallel simulation environment for neural circuits fully integrated with Python Dejan Pecevski, Thomas Natschläger and Klaus Schuch Article Item not available online. (22 May 2009)
	BiasCorrection of Regression Models: A Case Study on hERG Inhibition Katja Hansen, Fabian Rathke, Timon Schröter, Georg Rast, Thomas Fox, Jan M. Kriegl and Sebastian Mika Article Item not available online. (12 May 2009)
	Estimating the accuracy of satellite ephemerides using the bootstrap method Josselin Desmars, Sylvain Arlot, Jean-Eudes Arlot, Valery Lainey and Alain Vienne Article Item availablity restricted. (03 May 2009)
	A Feature Selection Methodology for Steganalysis Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (May 2009)
	An appearance-based visual compass for mobile robots J. Sturm and A. Visser Article Item not available online. (May 2009)
	Authorship Attribution in the Wild Moshe Koppel, Jonathan Schler and Shlomo Argamon Article (May 2009)
	Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning Yongjun Liao, Mohamed Ali Kaafar, Bamba Gueye, François Cantin, Pierre Geurts and Guy Leduc Article Item not available online. (May 2009)
	Genre classification using chords and stochastic language models Carlos Pérez-Sancho, David Rizo and José Iñesta Article Item availablity restricted. (May 2009)
	Large-SNR Error Probability Analysis of BICM with Uniform Interleaving in Fading Channels Alfonso Martinez and A. Guillén i Fàbregas Article Item not available online. (May 2009)
	Projected Equation Methods for Approximate Solution of Large Linear Systems Dimitri Bertsekas and Huizhen Yu Article Item not available online. (May 2009)
	Robust Higher Order Potentials for Enforcing Label Consistency Pushmeet Kohli, Lubor Ladicky and Philip Torr Article (May 2009)
	Securing IMS against Novel Threats Stefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article Item not available online. (May 2009)
	Tracking experts that learn by evolving past posteriors Wouter Koolen and Tim Erven, van Article Item not available online. (May 2009)
	Past-future information bottleneck in dynamical systems Felix Creutzig, Amir Globerson and Naftali Tishby Article Item availablity restricted. (27 April 2009)
	Shape-from-recognition: Recognition enables meta-data transfer Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Article (08 April 2009)
	Audio-Visual Group Recognition using Diffusion Maps Yosi Keller, stephane lafon, ronald coifman and steven zucker Article Item not available online. (04 April 2009)
	Reproducibility of tract segmentation between sessions using an unsupervised modelling-based approach Jonathan D. Clayden, Amos Storkey, Susanna Munoz Maniega and Mark E. Bastin Article Item not available online. (01 April 2009)
	ALT '07 Special Issue Marcus Hutter and R.A. Servedio Article (April 2009)
	Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance Alberto Piatti, Marco Zaffalon, Fabio Trojani and Marcus Hutter Article (April 2009)
	Mining probabilistic automata: a statistical view of sequential pattern mining Stéphanie Jacquemont, François Jacquenet and Marc Sebban Article Item not available online. (April 2009)
	Sentence Compression as Tree Transduction Trevor Cohn and Mirella Lapata Article (April 2009)
	Taking the bite out of automatic naming of characters in TV video Mark Everingham, Josef Sivic and Andrew Zisserman Article (April 2009)
	Determining membrane permeability of giant phospholipid vesicles from a series of videomicroscopy images Gašper Jaklic, Tomaž Pisanski and Primož Peterlin Article Item not available online. (27 March 2009)
	Efficient high order matching Yosi Keller and Michael Chertok Article Item not available online. (16 March 2009)
	Evaluating methods for computer-assisted stemmatology using artificial benchmark data sets Teemu Roos and Tuomas Heikkilä Article Item availablity restricted. (14 March 2009)
	Gaussian Process Dynamic Programming Marc Deisenroth, Carl Edward Rasmussen and Jan Peters Article (13 March 2009)
	DISTILLER: a data integration framework to reveal condition dependency of complex regulons in Escherichia coli Karen Lemmens, Tijl De Bie, Thomas Dhollander, Sigrid De Keersmaecker, Inge Thijs, Geert Schoofs, Ami De Weerdt, Bart De Moor, Jozef Vanderleyden, Julio Collado-Vides, Kristof Engelen and Kathleen Marchal Article Item not available online. (06 March 2009)
	The Minimum Information Principle and its Application to Neural Code Analysis Amir Globerson, Eran Stark, Eilon Vaadia and Naftali Tishby Article Item availablity restricted. (03 March 2009)
	A new approach to collaborative filtering: operator estimation with spectral regularization Jacob Abernethy, Francis Bach, Theodoros Evgeniou and Jean-Philippe Vert Article (March 2009)
	Delayed Feedback Control Requires an Internal Forward Model Dmitry Volkinshtein and Ron Meir Article (March 2009)
	Estimation of linear non-Gaussian acyclic models for latent factors Shohei Shimizu, Patrik Hoyer and Aapo Hyvärinen Article (March 2009)
	Exact Non-Parametric Bayesian Inference on Infinite Trees Marcus Hutter Article (March 2009)
	Factored Sequence Kernels Nicola Cancedda and Pierre Mahé Article Item not available online. (March 2009)
	Nieme: Large-Scale Energy-Based Models francis maes Article (March 2009)
	Reliable Steganalysis Using a Minimum Set of Samples and Features Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (March 2009)
	Statistical approaches to computer-assisted translation S. Barrachina, O. Bender, Francisco Casacuberta, Jorge Civera, E. Cubel, S. Khadivi, A. Lagarda, H. Ney, J. Toms and Enrique Vidal Article Item not available online. (March 2009)
	The Condition-Dependent Transcriptional Network in Escherichia coli Karen Lemmens, Tijl De Bie, Thomas Dhollander, Pieter Monsieurs, Bart De Moor, Julio Collado-Vides, Kristof Engelen and Kathleen Marchal Article Item not available online. (March 2009)
	Using a similarity measure for credible classification Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Article Item not available online. (March 2009)
	Practical solution techniques for first-order MDPs Scott Sanner and Craig Boutilier Article Item not available online. (25 February 2009)
	Custom-Designed SVM Kernels for Improved Robustness of Phoneme Classification Jibran Yousafzai, Zoran Cvetkovic and Peter Sollich Article (23 February 2009)
	Robust Phoneme Classification: Exploiting The Adaptability of Acoustic Waveform Models Matthew Ager, Zoran Cvetkovic and Peter Sollich Article (23 February 2009)
	Improving Shape retrieval by Spectral Matching and Meta Similarity Yosi Keller and Amir Agozi Article Item not available online. (15 February 2009)
	An improved methodology for filling missing values in spatiotemporal climate data set Antti Sorjamaa, Amaury Lendasse, Yves Cornet and Eric Deleersnijder Article Item availablity restricted. (12 February 2009)
	Distilling the wisdom of crowds: weighted aggregation of decisions on multiple issues Eyal Baharad, Jacob Goldberger, Moshe Koppel and Shmuel Nitzan Article (12 February 2009)
	Sparse regression learning by aggregation and Langevin Monte-Carlo A. Dalalyan and A.B. Tsybakov Article Item not available online. (12 February 2009)
	A Simple Alternative Derivation of the Expectation Correction Algorithm David Barber and Bertrand Mesot Article (February 2009)
	Automatically Profiling the Author of an Anonymous Text Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article Item not available online. (February 2009)
	Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts Giada Cellot, Emanuele Cilia, Vladimir Rancic, Antonietta Sucapane, Silvia Giordani, Luca Gambazzi, Henry Markram, Micaela Grandolfo, Denis Scaini, Fabrizio Gelain, Loredana Casalis, Maurizio Prato, Michele Giugliano and Laura Ballerini Article Item availablity restricted. (February 2009)
	CSM-SD: Methodology for contrast set mining through subgroup discovery Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Article Item not available online. (February 2009)
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	Neuronal correlates of emotions in human-machine interaction Benjamin Blankertz, Klaus-Robert Müller and Gabriel Curio Article (2009)
	Nonlinear causal discovery with additive noise models Patrik Hoyer, Dominik Janzing, Joris Mooij, Jonas Peters and Bernhard Schölkopf Article (2009)
	Nonlinear causal discovery with additive noise models Patrik Hoyer, Dominik Janzing, Joris Mooij, Jonas Peters and Bernhard Schoelkopf Article (2009)
	Nonparametric estimation of composite functions A. Juditsky, O. Lepski and A. Tsybakov Article Item not available online. (2009)
	On concentration of self-bounding functions Stephane Boucheron, Gábor Lugosi and Pascal Massart Article Item not available online. (2009)
	On decompositions of leapfrog fullerenes Dragan Marušič, Klavdija Kutnar and Damir Vukičević Article Item not available online. (2009)
	On Structured Output Training: Hard Cases and an Efficient Alternative Thomas Gaertner and Shankar Vembu Article Item not available online. (2009)
	On Subgroup Discovery in Numerical Domains Henrik Grosskreutz and Stefan Rüping Article Item not available online. (2009)
	On Subgroup Discovery in Numerical Domains Henrik Grosskreutz and Stefan Rüping Article Item not available online. (2009)
	On the calculation of the terminal polynomial of a star-like graph Boris Horvat Article Item not available online. (2009)
	On the Evolution of Scale-Free Topologies with a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Article (2009)
	On the False Discovery Rate and an Asymptotically Optimal Rejection Curve Helmut Finner, Thorsten Dickhaus and Markus Roters Article (2009)
	On the number of connected convex subgraphs of a connected acyclic digraph Gregory Gutin and A. Yeo Article (2009)
	On Verifiable Sufficient Conditions for Sparse Signal Recovery via l_1 Minimization A. Juditsky and A. Nemirovski Article (2009)
	One-matching bi-Cayley graphs over abelian groups Dragan Marušič, Aleksander Malnič, István Kovács and Štefko Miklavčič Article Item not available online. (2009)
	Online Learning of Robust Object Detectors During Unstable Tracking Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2009)
	Optimal Constraint-based Decision Tree Induction from Itemset Lattices Elisa Fromont and Siegfried Nijssen Article Item not available online. (2009)
	Optimal construction of k-nearest neibhbor graphs for identifying noisy clusters Markus Maier, Matthias HEIN and Ulrike v. Luxburg Article Item not available online. (2009)
	Optimal permutation routing on hexagonal networks. Maja Rotovnik, Jurij Šilc and Janez Žerovnik Article Item not available online. (2009)
	Optimal robust expensive optimization is tractable Philippe Rolet, Olivier Teytaud and Michele Sebag Article Item not available online. (2009)
	Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization Vojtech Franc and Sören Sonnenburg Article (2009)
	Optimum Algorithm to Minimize Human Interactions in Sequential Computer Assisted Pattern Recognition Jose Oncina Article (2009)
	P-N Learning: Bootstrapping Binary Classifiers by Structural Constraints Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2009)
	PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering. Yevgeny Seldin and Naftali Tishby Article (2009)
	Pattern Recognition with a Bayesian Kernel Combination Machine Theodoros Damoulas and Mark Girolami Article Item not available online. (2009)
	Performance Evaluation of Local Colour Invariants Gertjan J. Burghouts and Jan-Mark Geusebroek Article Item not available online. (2009)
	Personalizing Web Directories with the aid of Web Usage Data Dimitris Pierrakos and Georgios Paliouras Article Item not available online. (2009)
	Piecewise Training for Structured Prediction Charles Sutton and Andrew McCallum Article (2009)
	Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre and Klaus-Robert Müller Article Item not available online. (2009)
	Practicing fast-decision BCI using a ``goalkeeper'' paradigm Lenny Ramsey, Michael Tangermann, Stefan Haufe and Benjamin Blankertz Article (2009)
	Precise eye and mouth localization Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Article Item not available online. (2009)
	Predicting and understanding the stability of G-quadruplexes Oliver Stegle, Linda Payet, Jean-Louis Mergny, David J.C. MacKay and Julian L. Huppert Article Item not available online. (2009)
	Predicting BCI Performance to Study BCI Illiteracy Thorsten Dickhaus, Claudia Sannelli, Klaus-Robert Müller, Gabriel Curio and Benjamin Blankertz Article (2009)
	Predicting the past: memory-based copyist and author discrimination in medieval epics Mike Kestemont and Karina Van Dalen-Oskam Article (2009)
	Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis Kristien Van Loon, Fabian Guiza, Geert Meyfroidt, Jean-Marie Aerts, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe, Greet Van den Berghe and Daniel Berckmans Article Item not available online. (2009)
	Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods Stefano Lise, Cedric Archambeau, Massimiliano Pontil and David Jones Article Item not available online. (2009)
	Prediction with the SVM using test point margins Sureyya Ozogur-Akyuz, Zakria Hussain and John Shawe-Taylor Article Item not available online. (2009)
	Predictive models for music Jean-Francois Paiement, Yves Grandvalet and Samy Bengio Article Item not available online. (2009)
	Probabilistic analysis of probe reliability in differential gene expression studies with short oligonucleotide arrays Leo Lahti, Laura L. Elo, Tero Aittokallio and Samuel Kaski Article Item not available online. (2009)
	Probabilistic relaxation labelling using the Fokker-Planck equation Hongfang Wang and Edwin Hancock Article Item not available online. (2009)
	Probabilistic retrieval and visualization of biologically relevant microarray experiments José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma and Samuel Kaski Article Item not available online. (2009)
	Protein functional class prediction with a combined graph Hyunjung Shin, Koji Tsuda and Bernhard Schölkopf Article Item not available online. (2009)
	Prototype Classification: Insights from Machine Learning A.B.A. Graf, O. Bousquet, G. Rätsch and B. Schölkopf Article (2009)
	Pure Exploration in Multi-armed Bandits Problems Sébastien Bubeck, Rémi Munos and Gilles Stoltz Article Item not available online. (2009)
	R/BHC:Fast Bayesian Hierarchical Clustering for Microarray Data R.S. Savage, Katherine Heller, Yang Xu, Zoubin Ghahramani, W.M. Truman, M. Grant, K.J. Denby and David Wild Article (2009)
	Randomization techniques for graphs Sami Hanhijärvi, Gemma Garriga and Kai Puolamäki Article (2009)
	Reinforcement learning algorithms for MDPs Csaba Szepesvari Article Item not available online. (2009)
	Reliable Steganalysis Using a Minimum Set of Samples and Features Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (2009)
	Residual Variance Estimation in Machine Learning Elia Liitiäinen, Michel Verleysen, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (2009)
	RevRank: A Fully Unsupervised Algorithm for Selecting the Most Helpful Book Reviews Yosef Solewicz and Ari Rappoport Article (2009)
	Robust common spatial filters with a maxmin approach Motoaki Kawanabe, Carmen Vidaurre, Simon Scholler, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2009)
	Scale Invariance and Noise in Natural Images Daniel Zoran and Yair Weiss Article (2009)
	Semi-Supervised Learning in Gigantic Image Collections Rob Fergus, Yair Weiss and Antonio Torralba Article (2009)
	Shape-Based Object Localization for Descriptive Classification Geremy Heitz, Gal Elidan, Ben Packer and Daphne Koller Article (2009)
	Spectra of Modular Random Graphs Guler Ergun and Reimer Kuehn Article (2009)
	Statistical approaches to computer-assisted translation S. Barrachina, O. Bender, Francisco Casacuberta, Jorge Civera, E. Cubel, S. Khadivi, A. Lagarda, H. Ney, J. Tomás and Enrique Vidal Article Item not available online. (2009)
	Stochastic Approximation approach to Stochastic Programming A. Juditsky, G. Lan, A. Nemirovski and A. Shapiro Article Item not available online. (2009)
	Strongly regular tri-Cayley graphs. Dragan Marušič, Klavdija Kutnar, Štefko Miklavčič and Primož Šparl Article Item not available online. (2009)
	Structured Prediction by Joint Kernel Support Estimation Christoph Lampert and Matthew Blaschko Article (2009)
	Structured prediction with reinforcement learning Francis maes, Ludovic Denoyer and Patrick Gallinari Article Item not available online. (2009)
	Subject-independent mental state classification in single trials Siamac Fazli, Florin Popescu, Marton Danoczy, Benjamin Blankertz, Klaus-Robert Müller and Cristian Grozea Article (2009)
	Supervised learning with decision tree-based methods in computational and systems biology Pierre Geurts, Alexandre Irrthum and Louis Wehenkel Article Item not available online. (2009)
	Switching Regulatory Models of Cellular Stress Response. Guido Sanguinetti, Andreas Ruttor and Manfred Opper Article Item not available online. (2009)
	Tailored graph ensembles as proxies or null models for real networks I: tools for quantifying structure Alessia Annibale, Anthony (Ton) C C Coolen, Luis Fernandes, Franca Fraternali and Jens Kleinjung Article (2009)
	Tell me something I don't know: Randomization strategies for iterative data mining Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti and Heikki Mannila Article Item not available online. (2009)
	The "Tree-Dependent Components" of Natural Images are Edge Filters Daniel Zoran and Yair Weiss Article (2009)
	The computational intelligence of MoGo revealed in Taiwan's computer-Go tournaments. Chang-Shing Lee, Mei-Hui Wang, Guillaume Chaslot, Jean-Baptiste Hoock, Arpad Rimmel, Olivier Teytaud, Shang-Rong Tsai, Shun-Chin Hsu and Tzung-Pei Hong Article (2009)
	The DICS repository: module-assisted analysis of disease-related gene lists Sabine Dietmann, Elisabeth Georgii, Alexey Antonov, Koji Tsuda and Hans-Werner Mewes Article Item not available online. (2009)
	The dilation coefficient of complete graphs Boris Horvat, Tomaž Pisanski and Arjana Žitnik Article Item not available online. (2009)
	The edge fault-diameter of Cartesian graph bundles. Iztok Banič, Rija Erveš and Janez Žerovnik Article Item not available online. (2009)
	The Gaussian Process Density Sampler Ryan Adams, Iain Murray and David MacKay Article (2009)
	The hidden life of latent variables: Bayesian learning with mixed graph models Ricardo Silva and Zoubin Ghahramani Article Item not available online. (2009)
	The Infinite Partially Observable Markov Decision Process Finale Doshi Article (2009)
	The likelihood ratio test for general mixture models with possibly unknown structural parameter. Elisabeth Gassiat, J.-M. Azais and C. Mercadier Article (2009)
	The strongly distance-balanced property og the generalized Petersen graphs Dragan Marušič, Aleksander Malnič, Klavdija Kutnar and Štefko Miklavčič Article Item not available online. (2009)
	The Variational Gaussian Approximation Revisited Manfred Opper and Cedric Archambeau Article Item availablity restricted. (2009)
	The Variational Gaussian Approximation Revisited. Manfred Opper and Cedric Archambeau Article (2009)
	There are no pure relational widht 2 problems Victor Dalmau Article Item not available online. (2009)
	Time domain parameters as a feature for EEG-based brain computer interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (2009)
	Time series modeling by a regression approach based on a latent process Faicel Chamroukhi, Allou Samé, Gérard Govaert and Patrice Aknin Article Item not available online. (2009)
	Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Benjamin Blankertz and Carmen Vidaurre Article Item not available online. (2009)
	Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Carmen Vidaurre and Benjamin Blankertz Article Item not available online. (2009)
	Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)
	Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)
	Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Process Intensities Ryan Adams, Iain Murray and David MacKay Article (2009)
	Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities Ryan Adams, Iain Murray and David MacKay Article Item not available online. (2009)
	Training parsers by inverse reinforcement learning G Neu and Csaba Szepesvari Article Item not available online. (2009)
	True Path Rule Hierarchical Ensembles Giorgio Valentini Article (2009)
	Two-Way Analysis of High-Dimensional Collinear Data Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic and Samuel Kaski Article Item not available online. (2009)
	Two-way grouping by one-way topic models Eerika Savia, Kai Puolamäki and Samuel Kaski Article Item not available online. (2009)
	Understanding and Evaluating Blind Deconvolution Algorithms Anat Levin, Yair Weiss, Fredo Durand and William T. Freeman Article (2009)
	Unsupervised Object Discovery: A Comparison Tinne Tuytelaars, Christoph Lampert, Matthew Blaschko and Wray Buntine Article (2009)
	Using a similarity measure for credible classification Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Article Item not available online. (2009)
	Using data compressors to construct order tests for homogeneity and component independence Daniil Ryabko and Juergen Schmidhuber Article Item not available online. (2009)
	Variable selection for Clustering with Gaussian Mixture Models Cathy Maugis, Gilles Celeux and Martin-Magniette Marie-Laure Article Item not available online. (2009)
	Variational Bayes for estimating the parameters of a hidden Potts model Clare Anne McGrory, Mike Titterington, Rob Reeves and Anthony Pettitt Article (2009)
	Virtual screening with support vector machines and structure kernels Pierre Mahé and Jean-Philippe Vert Article Item not available online. (2009)

Book

	Advances in Neural Information Processing Systems 22 Book Item not available online. (December 2009)
	Natural Image Statistics: A probabilistic approach to early computational vision Aapo Hyvärinen, Jarmo Hurri and Patrik Hoyer Book Item not available online. (04 June 2009)
	Second Conference of Artificial General Intelligence Ben Goertzel, Pascal Hitzler and Marcus Hutter Book (March 2009)
	Mathematical Modelling of Enzymatic Reactions: Simulation and Parameter Estimation by Genetic Algorithm Sureyya Ozogur Book Item not available online. (26 February 2009)
	Learning Machine Translation Book Item not available online. (February 2009)
	Recent Advances in Reinforcement Learning Book Item not available online. (February 2009)
	Learning Machine Translation Book Item not available online. (2009)
	Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery Book Item not available online. (2009)
	Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation Dotan Di Castro, Dmitry Volkinshtein and Ron Meir Book (2009)

Book Section

	Total Least Squares Methods I Markovsky, D Sima and S Van Huffel Book Section (31 December 2009)
	Feature construction for memory-based semantic role labeling of Catalan and Spanish Roser Morante and Antal Van den Bosch Book Section Item not available online. (December 2009)
	Hierarchical generative biclustering for microRNA expression analysis José Caldas and Samuel Kaski Book Section Item not available online. (December 2009)
	Inferring Object Relevance from Gaze in Dynamic Scenes Melih Kandemir, Veli-Matti Saarinen and Samuel Kaski Book Section Item not available online. (December 2009)
	Consistent interpretation of image sequences to improve object models on the fly Johann Prankl, Martin Antenreiter, Peter Auer and Markus Vincze Book Section Item availablity restricted. (October 2009)
	Machine Learning Methods for Automatic Image Colorization Guillaume Charpiat, Ilja Bezrukov, Matthias Hofmann, Yasemin Altun and Bernhard Scholkopf Book Section (October 2009)
	Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter Hilbers, Timo Honkela, Erkki Oja and Amaury Lendasse Book Section Item availablity restricted. (September 2009)
	Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems Alberto Guillen, Antti Sorjamaa, Gines Rubio, Amaury Lendasse and Ignacio Rojas Book Section Item availablity restricted. (September 2009)
	Efficient Multi-start Strategies for Local Search Algorithms Levente Kocsis and Andras Gyorgy Book Section Item not available online. (28 August 2009)
	Regularized Fitted Q-iteration for Planning in Continuous-Space Markovian Decision Problems Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Book Section (13 August 2009)
	A methodological framework for Monte Carlo probabilistic inference for diffusion processes. Omiros Papaspiliopoulos Book Section (05 August 2009)
	A practical guide to model selection Isabelle Guyon Book Section (August 2009)
	Performance of auctions and sealed bids Erol Gelenbe and Laszlo Gyorfi Book Section Item not available online. (06 July 2009)
	Quadratic programming and learning. Large size and parsimony Gaelle Loosli and Stéphane Canu Book Section Item not available online. (July 2009)
	Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin and Amaury Lendasse Book Section Item availablity restricted. (04 June 2009)
	A stochastic memoizer for sequence data Frank Wood, Cedric Archambeau, Jan Gasthaus, Lancelot James and Yee Whye Teh Book Section (June 2009)
	Detecting the bias in media with statistical learning methods Blaz Fortuna, Carolina Galleguillos and Nello Cristianini Book Section Item not available online. (June 2009)
	Efficient Parallel Feature Selection for Steganography Problems Alberto Guillen, Antti Sorjamaa, Yoan Miche, Amaury Lendasse and Ignacio Rojas Book Section Item availablity restricted. (June 2009)
	RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks Fernando Mateo, Dusan Sovilj, Rafael Gadea and Amaury Lendasse Book Section Item availablity restricted. (June 2009)
	Text clustering with mixture of von Mises-Fisher distributions A, Banerjee, I. S. Dhillon, J. Ghosh and Suvrit Sra Book Section Item not available online. (June 2009)
	Using a spatio-temporal reasoning system to improve object models on the fly Martin Antenreiter, Johann Prankl, Markus Vincze and Peter Auer Book Section Item availablity restricted. (May 2009)
	Ensemble Learning Gavin Brown Book Section (01 March 2009)
	Morpho Challenge evaluation by information retrieval Mikko Kurimo, Mathias Creutz and Matti Varjokallio Book Section Item not available online. (01 March 2009)
	Overview of Morpho Challenge 2008 Mikko Kurimo, Ville Turunen and Matti Varjokallio Book Section Item not available online. (01 March 2009)
	Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments Daniel Gatica-Perez and Jean-Marc Odobez Book Section (March 2009)
	Hierarchical Bayesian Nonparametric Models with Applications Yee Whye Teh and Michael Jordan Book Section Item not available online. (14 February 2009)
	A Statistical Machine Translation Primer Nicola Cancedda, Marc Dymetman, George Foster and Cyril Goutte Book Section Item not available online. (February 2009)
	A Statistical Machine Translation Primer Nicola Cancedda, Marc Dymetman, Cyril Goutte and George Foster Book Section Item not available online. (February 2009)
	Kernel-based machine translation Zhuoran Wang and John Shawe-Taylor Book Section Item not available online. (February 2009)
	Linguistically Enriched Word-Sequence Kernels for Discriminative Language Modeling Pierre Mahe' and Nicola Cancedda Book Section Item not available online. (February 2009)
	Large Margin Methods for Part of Speech Tagging Yasemin Altun Book Section (January 2009)
	When training and test sets are different: characterising learning transfer Amos Storkey Book Section Item not available online. (January 2009)
	Exploring the link between bolstered classification error and dataset complexity for gene expression based cancer classification Oleg Okun, Giorgio Valentini and H. Priisalu Book Section (2009)
	Prediction of gene function using ensembles of SVMs and heterogeneous data sources Matteo Re and Giorgio Valentini Book Section (2009)
	Unsupervised stability-based ensembles to discover reliable structures in complex bio-molecular data Alberto Bertoni and Giorgio Valentini Book Section Item availablity restricted. (2009)
	2D Human Pose Estimation in TV Shows Vittorio Ferrari, Manuel Marin-Jimenez and Andrew Zisserman Book Section (2009)
	A Block Model Suitable for Sparse Graphs Juuso Parkkinen, Janne Sinkkonen, Adam Gyenge and Samuel Kaski Book Section Item not available online. (2009)
	A dynamical-system analysis of the optimum $s$-gradient algorithm L Pronzato, Henry Wynn and A Zhigljavsky Book Section Item not available online. (2009)
	A Statistical Learning Perspective of Genetic Programming Merve Amil, Nicolas Bredeche, Christian Gagné, Sylvain Gelly, Marc Schoenauer and Olivier Teytaud Book Section (2009)
	Adaptive methods in BCI research -- an introductory tutorial Alois Schlögl, Carmen Vidaurre and Klaus-Robert Müller Book Section Item not available online. (2009)
	An Analysis of Generalization Error in Relevant Subtask Learning Keisuke Yamazaki and Samuel Kaski Book Section Item not available online. (2009)
	An introduction to kernel learning algorithms P.V. Gehler and B. Schölkopf Book Section Item not available online. (2009)
	Approximate inference for stochastic reaction processes. Andreas Ruttor, Guido Sanguinetti and Manfred Opper Book Section (2009)
	Bayes nets of time series: stochastic realizations and projections Henry Wynn, P.E. Caines and R. Deardon Book Section Item not available online. (2009)
	Bayesian Solutions to the Label Switching Problem Kai Puolamäki and Samuel Kaski Book Section (2009)
	Bivariate dependence orderings for unordered categorical variables A Giovagnoli, J Marzialetti and Henry Wynn Book Section Item not available online. (2009)
	Bringing Evolutionary Computation to Industrial Applications with GUIDE Luis DaCosta and Marc Schoenauer Book Section (2009)
	Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob, Francis Bach and Jean-Philippe Vert Book Section Item not available online. (2009)
	Collaboration at the Basis of Sharing Focused Information: the Opportunistic Networks bruno apolloni, simone bassis, gianpaolo roassi and gianluca galliani Book Section Item not available online. (2009)
	Comparing early and late data fusion methods for gene function prediction Matteo Re and Giorgio Valentini Book Section Item not available online. (2009)
	Complexity versus Agreement for Many Views Odalric-Ambrym Maillard and Nicolas Vayatis Book Section (2009)
	Covariate Shift by Kernel Mean Matching A. Gretton, A.J. Smola, J. Huang, M. Schmittfull, K.M. Borgwardt and B. Schölkopf Book Section Item not available online. (2009)
	Data Integration and Opportunities in Biological XML Data Management M. Mesiti, E. J. Ruiz, I. Sanz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Book Section Item not available online. (2009)
	Data Integration and Opportunities in Biological XML Data Management M. Mesiti, E.J. Ruiz, I. Sanz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Book Section (2009)
	Delaunay tessellation and topological regression: An application to estimating product properties Francesco Corona, Elia Liitiainen, Amaury Lendasse, Roberto Baratti and Lorenzo Sassu Book Section Item not available online. (2009)
	Dependency detection with similarity constraints Leo Lahti, Samuel Myllykangas, Sakari Knuutila and Samuel Kaski Book Section Item not available online. (2009)
	Dependent Dirichlet Process Spike Sorting Jan Gasthaus, Frank Wood, Dilan Gorur and Yee Whye Teh Book Section Item not available online. (2009)
	Detecting mental states by machine learning techniques: The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Thorsten Dickhaus, Claudia Sanelli, Florin Popescu, Siamac Fazli, Marton Danoczy, Gabriel Curio and Klaus-Robert Müller Book Section Item not available online. (2009)
	Discriminant Analysis Gilles Celeux Book Section Item not available online. (2009)
	Divide-And-Evolve Facing State-of-the-art Temporal Planners during the 6th International Planning Competition Jacques Bibaï, Marc Schoenauer and Pierre Savéant Book Section (2009)
	Domination Analysis in Combinatorial Optimization Gregory Gutin Book Section (2009)
	Ensemble based Data Fusion for Gene Function Prediction Matteo Re and Giorgio Valentini Book Section Item availablity restricted. (2009)
	Estimating vector fields using sparse basis field expansions Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Book Section (2009)
	Evolution de robots autonomes et autres créatures artificielles Nicolas Bredeche Book Section Item not available online. (2009)
	Evolving Specific Network Statistical Properties using a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Book Section (2009)
	Experimental Comparisons of Derivative Free Optimization Algorithms Anne Auger, Nikolaus Hansen, Jorge Perez Zerpa, Raymond Ros and Marc Schoenauer Book Section (2009)
	Frequent Partial Orders Antti Ukkonen Book Section Item not available online. (2009)
	Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Byron M Yu, John P Cunningham, Gopal Santhanam, Stephen I Ryu, Krishna V Shenoy and Maneesh Sahani Book Section (2009)
	Group Lasso with Overlaps and Graph Lasso laurent jacob, Guillaume Obozinski and Jean-Philippe Vert Book Section (2009)
	High-level feature extraction using SVM with walk-based graph kernel Jean-Philippe Vert, Tomoko Matsui, Shin'ichi Satoh and Yuji Uchiyama Book Section Item not available online. (2009)
	Kernel Methods in Medical Imaging G. Charpiat, M. Hofmann and B. Schölkopf Book Section Item not available online. (2009)
	Kernel Multivariate Analysis in Remote Sensing Feature Extraction Jerónimo Arenas-Garcia and Kaare B. Petersen Book Section Item availablity restricted. (2009)
	Learning hierarchical compositional representations of object structure Marko Boben, Sanja Fidler and Aleš Leonardis Book Section Item availablity restricted. (2009)
	Misleading learners: Co-opting your spam filter Blaine Nelson, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saina, Charles Sutton, J. D. Tygar and Kai Xai Book Section (2009)
	Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Book Section (2009)
	Occlusive components analysis J Lücke, Richard Turner, Maneesh Sahani and M Henniges Book Section (2009)
	On certain graph theory application Dragan Marušič and Klavdija Kutnar Book Section Item not available online. (2009)
	On constructing threshold networks for pattern classification Martin Anthony Book Section Item not available online. (2009)
	Planning and Moving in Dynamic Environments - A Statistical Machine Learning Approach. S Vijayakumar, M Toussaint, G Petkos and M Howard Book Section (2009)
	Processing of Information Microgranules within an Individuals' Society bruno apolloni, simone bassis and antonio zippo Book Section Item not available online. (2009)
	Prostate Cancer Classification using Multispectral Imagery and Meta Heuristics Muhammad Tahir, Ahmed Bouridane and M.A. Roula Book Section Item not available online. (2009)
	Reconstruction of biological networks by supervised machine learning approaches Jean-Philippe Vert Book Section Item not available online. (2009)
	Representing graphs and maps Tomaž Pisanski and Arjana Žitnik Book Section Item not available online. (2009)
	Self-Organizing Maps Samuel Kaski Book Section Item not available online. (2009)
	Semantics-based analysis and navigation of heterogeneous text corpora: the Porpoise news and blogs engine Bettina Berendt and Daniel Trümper Book Section Item not available online. (2009)
	Some topics in graph theory. Dragan Marušič and Klavdija Kutnar Book Section Item not available online. (2009)
	Statistical Learning Theory: Models, Concepts and Results Bernhard Schölkopf and Ulrike v. Luxburg Book Section Item not available online. (2009)
	Studying convergence of gradient algorithms via optimal experimental design theory R Haycroft, L Pronzato, Henry Wynn and A Zhigljavsky Book Section Item not available online. (2009)
	The neighbors voting algorithm and its applications Gabriele Lombardi, E. Casiraghi and P. Campadelli Book Section Item not available online. (2009)
	Traveling Salesman Problem Gregory Gutin Book Section (2009)
	True Path Rule Hierarchical Ensembles Giorgio Valentini Book Section Item availablity restricted. (2009)
	Unsupervised stability-based ensembles to discover reliable structures in complex bio-molecular data Alberto Bertoni and Giorgio Valentini Book Section (2009)
	Validation of a morphogenesis model of Drosophila early development by a multi-objective evolutionary optimization algorithm Rui Dilao, Daniele Muraro, Miguel Nicolau and Marc Schoenauer Book Section (2009)
	White Functionals for Anomaly Detection in Dynamical Systems Marco Cuturi, Jean-Philippe Vert and Alexandre D'Aspremont Book Section (2009)

Conference or Workshop Item

	Spectral Clustering and Feature Selection for Microarray Data Darío García-García and Raúl Santos-Rodríguez Conference or Workshop Item Item availablity restricted. (15 December 2009)
	Sequence Segmentation via Clustering of Subsequences Darío García-García, Emilio Parrado-Hernández and Fernando Díaz-de-María Conference or Workshop Item Item availablity restricted. (14 December 2009)
	Learning Deep Neural Networks for High Dimensional Output Problems Benjamin Labbe, Romain Herault and Clement Chatelain Conference or Workshop Item Item not available online. (13 December 2009)
	Adaptive Sequential Bayesian Change Point Detection Ryan Turner, Yunus Saatci and Carl Edward Rasmussen Conference or Workshop Item (12 December 2009)
	Conjugate Projective Limits Peter Orbanz Conference or Workshop Item Item not available online. (12 December 2009)
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	False Discovery Rate and Asymptotics Thorsten Dickhaus Conference or Workshop Item Item not available online. (24 June 2009)
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	Automatically Classifying Documents by Ideological and Organizational Affiliation Moshe Koppel, Navot Akiva, Eli Alshech and Kfir Bar Conference or Workshop Item Item not available online. (08 June 2009)
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	Learning Semantic Query Suggestions Edgar Meij, Marc Bron, Laura Hollink, Bouke Huurnink and Maarten de Rijke Conference or Workshop Item Item not available online. (01 June 2009)
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	Predicting the Volume of Comments on Online News Stories Manos Tsagias, Maarten de Rijke and Wouter Weerkamp Conference or Workshop Item Item availablity restricted. (01 June 2009)
	Semi-automated ontology learning: the BOEMIE approach George Petasis, Vangelis Karkaletsis, Anastasia Krithara and Constantinos D. Spyropoylos Conference or Workshop Item (01 June 2009)
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	A Gradient-Based Algorithm Competitive with Variational Bayesian EM for Mixture of Gaussians Mikael Kuusela, Tapani Raiko, Antti Honkela and Juha Karhunen Conference or Workshop Item Item availablity restricted. (June 2009)
	Analytic Moment-based Gaussian Process Filtering Marc Deisenroth, [Marco F] [Huber] and [Uwe D] [Hanebeck] Conference or Workshop Item Item not available online. (June 2009)
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	Robot Learning with Regularized Reinforcement Learning Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Conference or Workshop Item Item not available online. (June 2009)
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	Stochastic Memoizer for Sequence Data Frank Wood, Cedric Archambeau, Jan Gasthaus, Lancelot James and Yee Whye Teh Conference or Workshop Item (June 2009)
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	A self--training method for learning to rank with unlabeled data Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (22 April 2009)
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	A New Perspective for Information Theoretic Feature Selection Gavin Brown Conference or Workshop Item (18 April 2009)
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	Hash Kernels Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola, Alex Strehl and S V N Vishwanathan Conference or Workshop Item (14 April 2009)
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	Infinite hierarchical hidden Markov models Katherine Heller, Yee Whye Teh and Dilan Gorur Conference or Workshop Item Item not available online. (April 2009)
	l1 regularization path for functional features Manuel Loth and Philippe Preux Conference or Workshop Item Item not available online. (April 2009)
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	Learning exercise policies for american options Y Li, Csaba Szepesvari and D Schuurmans Conference or Workshop Item Item not available online. (April 2009)
	Locally minimax optimal predictive modeling with Bayesian networks Tomi Silander, Teemu Roos and Petri Myllymäki Conference or Workshop Item (April 2009)
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	Sparsity in Adaptive Control Philippe Preux and Sertan Girgin Conference or Workshop Item Item not available online. (April 2009)
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	Usable intelligent interactive systems A Spaulding, KZ Gajos, A Jameson, Per Ola Kristensson, A Bunt and W Haines Conference or Workshop Item Item not available online. (April 2009)
	Variational Learning of Inducing Variables in Sparse Gaussian Processes Michalis Titsias Conference or Workshop Item (April 2009)
	Visualizing finger/pen-gesture recognition in a space time cube Per Ola Kristensson Conference or Workshop Item Item not available online. (April 2009)
	Evaluating the Inferential Utility of Lexical-Semantic Resources Shachar Mirkin, Ido Dagan and Eyal Shnarch Conference or Workshop Item Item not available online. (30 March 2009)
	Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference Conrad Sanderson and Brian C. Lovell Conference or Workshop Item Item not available online. (28 March 2009)
	Strict FDR-control based on the asymptotically optimal rejection curve Helmut Finner, Veronika Gontscharuk and Thorsten Dickhaus Conference or Workshop Item Item not available online. (26 March 2009)
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