Year: 2010

Article

	Joint Optimization for Object Class Segmentation and Dense Stereo Reconstruction Lubor Ladicky, Paul Sturgess, Chris Russell, Sunando Sengupta, Yalin Bastanlar, William Clocksin and Philip Torr Article (21 December 2010)
	Orange4WS environment for service-oriented data mining Nada Lavrac, Vid Podpečan and Monika Žakova Article Item not available online. (20 December 2010)
	Inter-subject variability in the upper-lower limb breaststroke coordination L. Seifert, H. Leblanc, Romain Hérault, C. Button, J. Komar and D. Chollet Article Item not available online. (18 December 2010)
	Online Markov decision processes under bandit feedback Gergely Neu, Andras Gyorgy, Csaba Szepesvari and András Antos Article Item not available online. (06 December 2010)
	A Bayesian Petrophysical Decision Support System for Estimation of Reservoir Compositions Willem Burgers, Wim Wigerinck, Bert Kappen and Mirano Spalburg Article (December 2010)
	A Framework for Mining Interesting Pattern Sets Tijl De Bie, Kleanthis-Nikolaos Kontonasios and Eirini Spyropoulou Article Item not available online. (December 2010)
	All-Pairs Nearest Neighbor Search on Manycore Systems Lawrence Cayton Article Item not available online. (December 2010)
	Conjugate gradient regularization under general smoothness and noise assumptions Gilles Blanchard and Peter Mathé Article Item availablity restricted. (December 2010)
	Copula Bayesian Networks Gal Elidan Article (December 2010)
	Corpus-driven Model of Regular and Inverse Selectional Preferences Katrin Erk, Sebastian Pado and Ulrike Pado Article Item not available online. (December 2010)
	Gaussian Process Preference Elicitation Edwin Bonilla, Shengbo Guo and Scott Sanner Article (December 2010)
	Incremental Sigmoid Belief Networks for Grammar Learning James Henderson and Ivan Titov Article Item not available online. (December 2010)
	Large scale learning of combinatorial transcriptional dynamics from gene expression Shehzad Asif and Guido Sanguinetti Article Item not available online. (December 2010)
	Monte-Carlo Simulation Balancing Applied to 9x9 Go SShih-Chieh Huang, Rémi Coulom and Shun-Shii Lin Article Item not available online. (December 2010)
	Optimal Learning Rates for Kernel Conjugate Gradient Regularization Gilles Blanchard and Nicole Krämer Article (December 2010)
	PAC-Bayesian Analysis of Co-clustering and Beyond Yevgeny Seldin and Naftali Tishby Article (December 2010)
	The Structure of the EU Mediasphere Ilias Flaounas, Marco Turchi, omar ali, Nick Fyson, Tijl De Bie, Nick Mosdell, Justin Lewis and Nello Cristianini Article (December 2010)
	Graph Characterization via Ihara Coefficients Peng Ren, Richard Wilson and Edwin Hancock Article Item not available online. (29 November 2010)
	Matching samples of multiple views Abhishek Tripathi, Arto Klami, Matej Orešič and Samuel Kaski Article (28 November 2010)
	Biologically Inspired Kinematic Synergies Enable Linear Balance Control of a Humanoid Robot Helmut Hauser, Gerhard Neumann, Auke Ijspeert and Wolfgang Maass Article Item not available online. (22 November 2010)
	Graphical Models for Time Series David Barber and Taylan Cemgil Article Item not available online. (10 November 2010)
	What are the Causes of Performance Variation in Brain-Computer Interfacing? Moritz Grosse-Wentrup Article (10 November 2010)
	Cortical preparatory activity: Representation of movement or first cog in a dynamical machine? M.M. Churchland, John Cunningham, M.T. Kaufman, S.I. Ryu and K.V. Shenoy Article (04 November 2010)
	A generic model of multi-class support vector machine Yann Guermeur Article Item availablity restricted. (01 November 2010)
	Inducing Tree-Substitution Grammars Trevor Cohn, Phil Blunsom and Sharon Goldwater Article (01 November 2010)
	Approximate Riemannian conjugate gradient learning for fixed-form variational Bayes Antti Honkela, Tapani Raiko, Mikael Kuusela, Matti Tornio and Juha Karhunen Article (November 2010)
	Inducing Tree-Substitution Grammars Trevor Cohn, Phil Blunsom and Sharon Goldwater Article Item not available online. (November 2010)
	Joint Source and Channel Coding Maria Fresia, Fernando Perez-Cruz, Vincent Poor and Sergio Verdu Article (November 2010)
	Overcoming information overload in the enterprise : the active approach Elena SIMPERL, Ian THURLOW, Paul WARREN, Frank DENGLER, John DAVIES, Marko Grobelnik, Dunja Mladenić, Jose Manuel GOMEZ-PEREZ and Carlos RUIZ MORENO Article Item not available online. (November 2010)
	Exploiting Physico-Chemical Properties in String Kernels Nora C Toussaint, Christian Widmer, Oliver Kohlbacher and Gunnar Raetsch Article (26 October 2010)
	Quantum walks, Ihara zeta functions and cospectrality in regular graphs Peng Ren, Tatjana Aleksić, David Emms, Richard Wilson and Edwin Hancock Article Item not available online. (26 October 2010)
	Robustness and Statistical Significance of PAM-like Matrices for Cognate Identification Antonella Delmestri and Nello Cristianini Article (25 October 2010)
	A Bayesian method for single molecule, fluorescence burst analysis Paul Barber, Simon Ameer-Beg, Senthi Pathmananthanan, Mark Rowley and Anthony (Ton) C C Coolen Article (12 October 2010)
	Learning visual representations for perception-action systems Justus Piater, S. Jodogne, Renaud Detry, Dirk Kraft, Norbert Krueger, Oliver Kroemer and Jan Peters Article Item not available online. (11 October 2010)
	Combined features and kernel design for noise robust phoneme classification using support vector machines J K Yousafzai, Z Cvetkovic, P Sollich and B Yu Article (09 October 2010)
	Convex non-negative matrix factorization for massive datasets Christian Thurau, Kristian Kersting, Mirwaes Wahabzada and Christian Bauckhage Article Item not available online. (09 October 2010)
	A closed-loop human simulator for investigating the role of feedback- control in brain-machine interfaces. John Cunningham, P Nuyujukian, V Gilja, C.A. Chestek, S.I. Ryu and K.V. Shenoy Article Item not available online. (04 October 2010)
	Combining Multi-class SVMs with Linear Ensemble Methods that Estimate the Class Posterior Probabilities Yann Guermeur Article Item availablity restricted. (04 October 2010)
	Belief Propagation Yair Weiss and Judea Pearl Article (01 October 2010)
	A service oriented framework for natural language text enrichment Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Article Item not available online. (October 2010)
	An Introduction to Conditional Random Fields Charles Sutton and Andrew McCallum Article Item not available online. (October 2010)
	Discriminative frequent subgraph mining with optimality guarantees Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan and Karsten Borgwardt Article Item not available online. (October 2010)
	Dynamic Hybrid Algorithms for MAP Inference in Discrete MRFs Karteek Alahari, Pushmeet Kohli and Philip Torr Article (October 2010)
	Estimation of ECHAM5 climate model closure parameters with adaptive MCMC Heikki Järvinen, Petri Räisänen, Marko Laine, Johanna Tamminen, Alexander Ilin, Erkki Oja, Antti Solonen and Heikki Haario Article Item not available online. (October 2010)
	Genre classification of music by tonal harmony Carlos Pérez-Sancho, David Rizo, José Iñesta, Pedro J. Ponce de León, Stefan Kersten and Rafael Ramirez Article Item availablity restricted. (October 2010)
	Gold Standard Evaluation of Ontology Learning Methods Through Ontology Transformation and Alignment Ilias Zavitsanos, George Paliouras and George Vouros Article Item availablity restricted. (October 2010)
	Highlights of the BioTM 2010 workshop on advances in bio text mining Thomas Abeel, Sofie Van Landeghem, Roser Morante, Vincent Van Asch, Yvan Van De Peer and Walter Daelemans Article (October 2010)
	Model selection for density estimation with L2-loss Lucien Birgé Article Item not available online. (October 2010)
	Ontology extension towards analysis of business news Inna Novalija and Dunja Mladenić Article Item not available online. (October 2010)
	Using Contextual Representations to Efficiently Learn Context-Free Languages Alexander Clark, Rémi Eyraud and Amaury Habrard Article (October 2010)
	Inter-limb coordination variability in ice climbers of different skill levels L. Seifert, L. Wattebled, M. L’Hermette and Romain Hérault Article Item not available online. (15 September 2010)
	Content and Type as Orthogonal Modeling Features: a Study on User Interest Awareness in Entity Subscription Services George Giannakopoulos and Themis Palpanas Article (05 September 2010)
	Generalised pose estimation using depth Simon Hadfield and Richard Bowden Article (05 September 2010)
	Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Thomas Kitching, Adam Amara, Mandeep Gill, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt, Sreekumar Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini, Alina Kiessling, Donnacha Kirk, Konrad Kuijken, Rachel Mandelbaum, Baback Moghaddam, Guldariya Nurbaeva, Stephane Paulin-Henriksson, Anais Rassat, Jason Rhodes, Bernhard Schölkopf, John Shawe-Taylor, Marina Shmakova, Andy Taylor, Malin Velander, Ludovic van Waerbeke, Dugan WItherick and David Wittman Article (03 September 2010)
	A Coupled Statistical Model for Face Shape Recovery From Brightness Images Ioannis Patras and Edwin Hancock Article Item not available online. (September 2010)
	Analyzing Bandit-based Adaptive Operator Selection Mechanisms Alvaro Fialho, Luis Da Costa, Marc Schoenauer and Michele Sebag Article (September 2010)
	Combining active learning and reactive control for robot grasping Oliver Kroemer, Renaud Detry, Justus Piater and Jan Peters Article Item not available online. (September 2010)
	Composite Binary Losses Mark Reid and Bob Williamson Article (September 2010)
	Detecting events in a million New York Times articles Tristan Snowsill, Ilias Flaounas, Tijl De Bie and Nello Cristianini Article (September 2010)
	Image Similarity: From Syntax to Weak Semantics Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas and Petri Myllymäki Article Item availablity restricted. (September 2010)
	Natural Language Processing for Cultural Heritage Domains Caroline Sporleder Article Item not available online. (September 2010)
	Online variational inference for state-space models with point process observations Andrew Zammit Mangion, Ke Yuan, visakan kadirkamanathan, Mahesan Niranjan and Guido Sanguinetti Article Item not available online. (September 2010)
	Planning with Noisy Probabilistic Relational Rules Tobias Lang and Marc Toussaint Article Item not available online. (September 2010)
	Robust Processing of Optical Flow of Fluids A. Doshi and Adrian Bors Article (September 2010)
	Sparse Semi-supervised Learning Using Conjugate Functions John Shawe-Taylor and Shiliang Sun Article (September 2010)
	Autonomous Experimentation: Active Learning for Enzyme Response Characterisation Chris Lovell, Gareth Jones, Steve Gunn and Klaus-Peter Zauner Article Item not available online. (28 August 2010)
	Network resilience against intelligent attacks constrained by the degree-dependent node removal cost Alessia Annibale, Anthony (Ton) C C Coolen and Ginestra Bianconi Article (23 August 2010)
	Protein networks reveal detection bias and species consistency when analysed by information-theoretic methods Luis Fernandes, Alessia Annibale, Jens Kleinjung, Anthony (Ton) C C Coolen and Franca Fraternali Article (18 August 2010)
	Closing the sensorimotor loop: haptic feedback helps decoding of motor imagery Manuel Gomez-Rodriguez, Jan Peters, Jeremy Hill, Bernhard Schölkopf, Alireza Gharabaghi and Moritz Grosse-Wentrup Article (16 August 2010)
	Logic, Reasoning under Uncertainty and Causality Pedro A Ortega Article (16 August 2010)
	Greedy Learning of Binary Latent Trees Stefan Harmeling and Christopher Williams Article Item not available online. (10 August 2010)
	Common spatial patterns patches: an ensemble of optimized spatial filters. An evaluation study Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz Article Item availablity restricted. (04 August 2010)
	A Minimum Relative Entropy Principle for Learning and Acting Pedro Alejandro Ortega and Daniel Alexander Braun Article Item not available online. (August 2010)
	A Probabilistic Computational Model of Cross-Situational Word Learning Afsaneh Fazly, Afra Alishahi and Suzanne Stevenson Article Item not available online. (August 2010)
	Erratum: SGDQN is Less Careful than Expected Antoine Bordes, Leon Bottou, Patrick Gallinari, Jonathan Chang and S-Alex Smith Article Item not available online. (August 2010)
	Fusion Moves for Markov Random Field Optimization Victor Lempitsky, Carsten Rother, Stefan Roth and Andrew Blake Article (August 2010)
	libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models Joris Mooij Article (August 2010)
	Critical Issues in State-of-the-Art Brain-Computer Interface Signal Processing DJ Krusienski, Moritz Grosse-Wentrup, F Galan, D Coyle, KJ Miller, E Forney and CW Anderson Article Item not available online. (31 July 2010)
	Using Brain-Computer Interfaces to Induce Neural Plasticity and Restore Function Moritz Grosse-Wentrup, D Mattia and K Oweiss Article (31 July 2010)
	The ECIR 2010 large dcale hierarchical classification workshop Aris Kosmopoulos, Eric Gaussier, George Paliouras and Sujeevan Aseervatham Article (30 July 2010)
	Large margin classifiers based on affine hulls Hakan Cevikalp, William Triggs, Hasan Serhan Yavuz, Yalcin Kucuk, Mahide Kucuk and Atalay Barkana Article (29 July 2010)
	Biased Feedback in Brain-Computer Interfaces Alvaro Barbero and Moritz Grosse-Wentrup Article Item not available online. (27 July 2010)
	A Probabilistic Tri-class Support Vector Machine Luis Gonzalez-Abril, Cecilio Angulo, Francisco Velasco and Juan Antonio Ortega Article Item availablity restricted. (12 July 2010)
	Gaussian process structural equation models with latent variables Ricardo Silva and Robert B. Gramacy Article (08 July 2010)
	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. (02 July 2010)
	Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes Liva Ralaivola, Marie Szafranski and Guillaume Stempfel Article (01 July 2010)
	Adaptively biasing the weights of adaptive filters Miguel Lazaro-Gredilla, Luis A. Azpicueta-Ruiz, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia Article (July 2010)
	Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary Beta-Mixing Processes Liva Ralaivola, Marie Szafranski and Guillaume Stempfel Article (July 2010)
	Effective Feature Construction by Maximum Common Subgraph Sampling Leander Schietgat, Fabrizio Costa, Jan Ramon and Luc De Raedt Article Item not available online. (July 2010)
	Jeux et sports : le problème des classements Rémi Coulom Article Item not available online. (July 2010)
	Practical Approaches to Principal Component Analysis in the Presence of Missing Values Alexander Ilin and Tapani Raiko Article Item not available online. (July 2010)
	Remote Sensing Feature Selection by Kernel Dependence Measures Gustavo Camps-Valls, Joris Mooij and Bernhard Schölkopf Article Item not available online. (July 2010)
	From images to shape models for object detection Vittorio Ferrari, Frederic Jurie and Cordelia Schmid Article (30 June 2010)
	Geometric characterization and clustering of graphs using heat kernel embeddings Bai Xiao, Edwin Hancock and Richard Wilson Article Item not available online. (28 June 2010)
	Active learning with heteroscedastic noise András Antos, Varun Grover and Csaba Szepesvari Article Item availablity restricted. (17 June 2010)
	Multivariate multi-way analysis of multi-source data Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic and Samuel Kaski Article Item not available online. (07 June 2010)
	Benchmarking dynamic time warping for music retrieval Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmen and Vassilis Athitsos Article (June 2010)
	Category level object segmentation by combining bag-of-words models with Dirichlet processes and random fields Diane Larlus, Jakob Verbeek and Frederic Jurie Article (June 2010)
	Facial gender classification using shape-from-shading Jing Wu, William Smith and Edwin Hancock Article Item not available online. (June 2010)
	Finding surprising patterns in textual data streams Tristan Snowsill, florent nicart, Marco Stefani, Tijl De Bie and Nello Cristianini Article (June 2010)
	Geometric characterization and clustering of graphs using heat kernel embeddings Bai Xiao, Edwin Hancock and Richard Wilson Article Item not available online. (June 2010)
	Learning and generalization with the information bottleneck Ohad Shamir, Sivan Sabato and Naftali Tishby Article (June 2010)
	Manifold embedding for shape analysis Bai Xiao, Edwin Hancock and Hang Yu Article Item not available online. (June 2010)
	Monte Carlo techniques for phrase-based translation Abhishek Arun, Chris Dyer, Barry Haddow, Phil Blunsom, Adam Lopez and Philipp Koehn Article Item not available online. (June 2010)
	Scene Segmentation with Low-dimensional Semantic Representations and Conditional Random Fields Wen Yang, William Triggs, Dengxin Dai and Gui-Song Xia Article Item availablity restricted. (June 2010)
	The Pascal Visual Object Classes (VOC) Challenge Mark Everingham, Luc Van Gool, Christopher Williams, John Winn and Andrew Zisserman Article (June 2010)
	The SHOGUN Machine Learning Toolbox Sören Sonnenburg, Gunnar Raetsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl and Vojtech Franc Article (June 2010)
	Tracking your steps on the track: Body sensor recordings of a controlled walking experiment Jefrey Lijffijt, Panagiotis Papapetrou and Jaakko Hollmen Article (June 2010)
	Feature Selection as a one-player game Romaric Gaudel and Michele Sebag Article (11 May 2010)
	Spatio-Spectral Remote Sensing Image Classification With Graph Kernels Nino Shervashidze, Gustavo Camps-Valls and Karsten Borgwardt Article Item not available online. (10 May 2010)
	Causal Influence of Gamma Oscillations on the Sensorimotor Rhythm Moritz Grosse-Wentrup, Bernhard Schölkopf and Jeremy Hill Article Item not available online. (06 May 2010)
	A Bayesian framework to account for complex non-genetic factors in gene expression data greatly increases power in eQTL studies . Oliver Stegle, Leopold Parts, Richard Durbin and John Winn Article Item not available online. (May 2010)
	A Multi-class Classification Strategy for Fisher Scores: Application to Signer Independent Sign Language Recognition Oya Aran and Lale Akarun Article Item not available online. (May 2010)
	Active sequential learning with tactile feedback Hannes Saal, Jo-Anne Ting and Sethu Vijayakumar Article Item not available online. (May 2010)
	Constrained domain maximum likelihood estimation for naive Bayes text classification Jesús Andrés-Ferrer and Alfons Juan Article Item not available online. (May 2010)
	Forecasting the electricity consumption by aggregation of specialized experts; application to Slovakian and French country-wide hourly predictions Marie Devaine, Yannig Goude and Gilles Stoltz Article (May 2010)
	MOA: Massive Online Analysis Albert Bifet, Geoff Holmes, Richard Kirkby and Berhard Pfahringer Article Item not available online. (May 2010)
	Quality-based Score Normalisation with Device Qualitative Information for Multimodal Biometric Fusion Norman Poh, Josef Kittler and Thirimahos Bourlai Article (May 2010)
	Trajectory Prediction in Cluttered Voxel Environments Nikolay Jetchev and Marc Toussaint Article (May 2010)
	Bayesian Inference in Queueing Networks Charles Sutton and Michael I Jordan Article (30 April 2010)
	Fast PRISM: branch and bound hough transform for object class detection Alain Lehmann, Bastian Leibe and Luc Van Gool Article Item not available online. (28 April 2010)
	Fast PRISM: Branch and Bound Hough Transform for Object Class Detection Alain Lehmann, Bastian Leibe and Luc Van Gool Article Item not available online. (28 April 2010)
	Model-based method for transcription factor target identification with limited data Antti Honkela, Charles Girardot, E. Hilary Gustafson, Ya-Hsin Liu, Eileen E. M. Furlong, Neil Lawrence and Magnus Rattray Article (27 April 2010)
	Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series Oliver Stegle, K Denby, E J Cooke, D L Wild, Zoubin Ghahramani and Karsten Borgwardt Article (08 April 2010)
	A probabilistic approach to Integer Least Squares and MIMO decoding Yosi Keller and amir leshem Article Item not available online. (04 April 2010)
	A New Auditory Multi-Class Brain-Computer Interface Paradigm: Spatial Hearing as an Informative Cue Martijn Schreuder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (01 April 2010)
	A generative model approach for decoding in the visual event-related potential-based brain--computer interface speller S.M.M. Martens and J.M. Leiva-Murillo Article (April 2010)
	Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation Vicenc¸ Gómez and Bert Kappen Article Item availablity restricted. (April 2010)
	Consistent Nonparametric Tests of Independence Arthur Gretton and Laszlo Gyorfi Article Item not available online. (April 2010)
	Efficient Learning and Feature Selection in High-Dimensional Regression Jo-Anne Ting, Aaron D'Souza, Sethu Vijayakumar and Stefan Schaal Article (April 2010)
	Graph Kernels SVN Vishwanathan, Nicol N. Schraudolph, Risi Kondor and Karsten Borgwardt Article Item not available online. (April 2010)
	Models of active learning in group-structured state spaces G Bartók, Csaba Szepesvari and S Zilles Article (April 2010)
	Residual variance estimation using a nearest neighbor statistic Elia Liitiainen, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (April 2010)
	Robust and Low Complexity Distributed Kernel Least Squares Learning in Sensor Networks Fernando Perez-Cruz and Sanjeev Kulkarni Article (April 2010)
	What is an object? Bogdan Alexe, Thomas Deselaers and Vittorio Ferrari Article Item availablity restricted. (31 March 2010)
	A A high dimensional Wilks phenomenon. Stephane Boucheron and Pascal Massart Article (March 2010)
	A multimodal biometric test bed for quality-dependent, cost-sensitive and client-specific score-level fusion algorithms Norman Poh, T Bourlai and Josef Kittler Article (March 2010)
	A New Imputation Method for Incomplete Binary Data Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Article Item not available online. (March 2010)
	A survey of cross-validation procedures for model selection Sylvain Arlot and Alain Celisse Article (March 2010)
	Advances in computational intelligence and learning (ESANN 2009) Pedro Delicado, John A. Lee and Frank-Michael Schleif Article Item not available online. (March 2010)
	Botzilla: Detecting the "Phoning Home" of Malicious Software. Konrad Rieck, Guido Schwenk, Tobias Limmer, Thorsten Holz and Pavel Laskov Article (March 2010)
	Information Theoretic Novelty Detection Maurizio Filippone and Guido Sanguinetti Article Item availablity restricted. (March 2010)
	Joint Nonlinear Channel Equalization and Soft LDPC Decoding with Gaussian Processes Pablo Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz Article (March 2010)
	Metrics for MT Evaluation: Evaluating Reordering Alexandra Birch, Phil Blunsom and Miles Osborne Article Item not available online. (March 2010)
	MIMO Gaussian Channels with Arbitrary Inputs: Optimal Precoding and Power Allocation Fernando Perez-Cruz, Miguel Rodrigues and Sergio Verdu Article (March 2010)
	Nonparametric Statistical Inference for Ergodic Processes Daniil Ryabko and Boris Ryabko Article (March 2010)
	OBJCUT: Efficient Segmentation Using Top-Down and Bottom-Up Cues M. Pawan Kumar, Philip Torr and Andrew Zisserman Article (March 2010)
	On the entropy production of time series with unidirectional linearity Dominik / DJ Janzing Article Item not available online. (March 2010)
	TokDoc: A Self-Healing Web Application Firewall Tammo Krueger, Christian Gehl, Konrad Rieck and Pavel Laskov Article (March 2010)
	Transformations in Variational Bayesian Factor Analysis to Speed Up Learning Jaakko Luttinen and Alexander Ilin Article Item not available online. (March 2010)
	Dynamical inference from a kinematic snapshot: the force law in the solar system Jo Bovy, Iain Murray and David W Hogg Article Item not available online. (22 February 2010)
	X-SOM and L-SOM: A double classification approach for missing value imputation Paul Merlin, Antti Sorjamaa, Bertrand Maillet and Amaury Lendasse Article Item availablity restricted. (18 February 2010)
	Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation Federico Pouzols, Amaury Lendasse and Angel Barriga Article Item not available online. (16 February 2010)
	Convergence of the Bayesian Control Rule Pedro A Ortega and Daniel A Braun Article (16 February 2010)
	Scale Invariant Features for 3D Mesh Models Yosi Keller and Tal Darom Article Item not available online. (06 February 2010)
	A Co-Classification Approach to Learning from Multilingual Corpora Massih Amini and Cyril Goutte Article (February 2010)
	Approximate Tree Kernels Konrad Rieck, Tammo Krueger, Ulf Brefeld and Klaus-Robert Müller Article (February 2010)
	Distinguishing between cause and effect Joris Mooij and Dominik Janzing Article (February 2010)
	European Symposium on Time Series Prediction: Special Issue Amaury Lendasse, Timo Honkela and Olli Simula Article Item availablity restricted. (February 2010)
	From machine learning to natural product derivatives selectively activating transcription factor PPAR-γ Matthias Rupp, Timon Schröter, Ramona Steri, Heiko Zettl, Ewgenij Proschak, Katja Hansen, Oliver Rau, Oliver Schwarz, Lutz Müller-Kuhrt, Manfred Schubert-Zsilavecz, Klaus-Robert Müller and Gisbert Schneider Article Item not available online. (February 2010)
	Kronecker graphs:an approach to modeling networks Jure Leskovec, D Chakrabarti, J Kleinberg, C Faloutsos and Zoubin Ghahramani Article (February 2010)
	On Finding Predictors for Arbitrary Families of Processes Daniil Ryabko Article Item not available online. (February 2010)
	Security Analysis of Online Centroid Anomaly Detection Marius Kloft and Pavel Laskov Article (February 2010)
	Some nonasymptotic results on resampling in high dimension, I: Confidence regions Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article Item availablity restricted. (February 2010)
	Some nonasymptotic results on resampling in high dimension, II: Multiple tests Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article (February 2010)
	Sparse Causal Discovery in Multivariate Time Series Stefan Haufe, Klaus-Robert Müller, Guido Nolte and Nicole Krämer Article (February 2010)
	Systems of Linear Equations over $\mathbb{F}_2$ and Problems Parameterized Above Average R. Crowston, G. Gutin, M. Jones, E.J. Kim and I. Ruzsa Article (February 2010)
	On optimal channel configurations for SMR-based brain-computer interfaces Claudia Sannelli, Thorsten Dickhaus, Sebastian Halder, Eva Maria Hammer, Klaus-Robert Müller and Benjamin Blankertz Article Item not available online. (29 January 2010)
	Learning locally minimax optimal Bayesian networks Tomi Silander, Teemu Roos and Petri Myllymäki Article Item availablity restricted. (28 January 2010)
	Neurophysiological Predictor of SMR-Based BCI Performance Benjamin Blankertz, Claudia Sannelli, Sebastian Halder, Eva Maria Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio and Thorsten Dickhaus Article Item not available online. (25 January 2010)
	Stimulus onset quashes neural variability: a widespread cortical phenomenon M.M. Churchland, B.M. Yu, John Cunningham, L.P. Sugrue, G.S. Corrado, M.R. Cohen, W.T. Newsome, A.M. Clark, P. Hosseini, D.C. Bradley, B.B. Scott, M.A. Smith, A. Kohn, J.A. Movshon, K.M. Armstrong, T. Moore, S.W. Chang, L.H. Snyder, S.I. Ryu, G. Santhanam, Maneesh Sahani and K.V. Shenoy Article Item not available online. (13 January 2010)
	Sample Complexity of Classifiers Taking Values in R^Q, Application to Multi-Class SVMs Yann Guermeur Article Item availablity restricted. (06 January 2010)
	Mining Frequent Closed Rooted Trees José Balcázar, Albert Bifet and Antoni Lozano Article Item availablity restricted. (01 January 2010)
	A comparison of pruning criteria for probability trees Daan Fierens, Jan Ramon, Hendrik Blockeel and Maurice Bruynooghe Article Item not available online. (January 2010)
	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. (January 2010)
	Analyzing Ancient Maya Glyph Collections with Contextual Shape Descriptors Edgar Roman-Rangel, Carlos Pallan, Jean-Marc Odobez and Daniel Gatica-Perez Article (January 2010)
	Fast error estimation for efficient support vector machine growing Angel Navia-Vazquez and Roberto Diaz-Morales Article Item not available online. (January 2010)
	FPT Algorithms and Kernels for the Directed $k$-Leaf Problem J. Daligault, G. Gutin, E.J. Kim and A. Yeo Article (January 2010)
	Frequent subgraph mining in outerplanar graphs Tamas Horvath and Jan Ramon Article Item not available online. (January 2010)
	Learning Locally Minimax Optimal Bayesian Networks Tomi Silander, Teemu Roos and Petri Myllymäki Article Item availablity restricted. (January 2010)
	Listing Closed Sets of Strongly Accessible Set Systems with Applications to Data Mining Tamas Horvath, Axel Poigne and Stefan Wrobel Article Item not available online. (January 2010)
	MSE-based analysis of optimal tuning functions predicts phenomena observed in sensory neurons Steve Yaeli and Ron Meir Article (January 2010)
	On-Line Sequential Bin Packing Andras Gyorgy, Gábor Lugosi and Gyorgy Ottucsak Article Item not available online. (January 2010)
	OP-ELM: Optimally Pruned Extreme Learning Machine Yoan Miche, Antti Sorjamaa, Patrick Bas, Olli Simula, Christian Jutten and Amaury Lendasse Article Item availablity restricted. (January 2010)
	A mathematical model for the validation of gene selection methods Marco Muselli, Alberto Bertoni, Marco Frasca, Alessandro Beghini, Francesca Ruffino and Giorgio Valentini Article Item availablity restricted. (2010)
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	Relevance regression learning with support vector machines Bruno Apolloni, Dario Malchiodi and Lorenzo Valerio Article Item not available online. (2010)
	Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Sarah Bridle, Sreekumar T. Balan, Matthias Bethge, Marc Gentile, Stefan Harmeling, Catherine Heymans, Michael Hirsch, Reshad Hosseini, Mike Jarvis, Donnacha Kirk, Thomas Kitching, Konrad Kuijken, Antony Lewis, Stephane Paulin-Henriksson, Bernhard Schölkopf, Malin Velander, Lisa Voigt, Dugan Witherick, Adam Amara, Gary Bernstein, Ferderic Courbin, Mandeep Gill, Alan Heavens, Rachel Mandelbaum, Richard Massey, Baback Moghaddam, Anais Rassat, Alexandre Refregier, Jason Rhodes, Tim Schrabback, John Shawe-Taylor, Marina Shmakova, Ludovic van Waerbeke and David Wittman Article Item not available online. (2010)
	Reward-modulated Hebbian Learning of Decision Making Michael Pfeiffer, Bernhard Nessler, Rodney J. Douglas and Wolfgang Maass Article Item not available online. (2010)
	Risk bounds for transduction and semi-supervised learning relative to data structure Guy Lever Article Item not available online. (2010)
	Scaling the iHMM: Parallelization versus Hadoop Sebastien Bratieres, Andreas Vlachos, Jurgen van Gael and Zoubin Ghahramani Article Item not available online. (2010)
	Scrambled objects for least-squares regression Odalric-Ambrym Maillard and Rémi Munos Article (2010)
	Searching for functional gene modules with interaction component models Juuso Parkkinen and Samuel Kaski Article Item not available online. (2010)
	Segmentation of the mean of heteroscedastic data via cross-validation Sylvain Arlot and Alain Celisse Article Item availablity restricted. (2010)
	Semantic Label Sharing for Learning with Many Categories Robert Fergus, Hector Bernal, Yair Weiss and Antonio Torralba Article (2010)
	Semi-supervised novelty detection Gilles Blanchard, Gyemin Lee and Clayton Scott Article (2010)
	Semi-Supervised Recognition of Sarcastic Sentences in Twitter and Amazon. Dmitry Davidov, Oren Tsur and Ari Rappoport Article Item not available online. (2010)
	Separation theorem for independent subspace analysis and its consequences Zoltan Szabo, Barnabas Poczos and András Lorincz Article Item availablity restricted. (2010)
	Simple ensemble methods are competitive with state-of-the-art data integration methods for gene function prediction Matteo Re and Giorgio Valentini Article (2010)
	Single-trial analysis and classification of ERP components - a tutorial Benjamin Blankertz, Steven Lemm, Matthias Treder, Stefan Haufe and Klaus-Robert Müller Article (2010)
	Smoothing of optical flow using robustified diffusion kernels A. Doshi and Adrian Bors Article (2010)
	Social network analysis of ontology edit logs Nenad Tomasev and Dunja Mladenić Article Item not available online. (2010)
	Some graphs are more strongly-isospectral than others Boris Horvat, Tomaž Pisanski and Milan Randić Article Item not available online. (2010)
	Sparse Spectrum Gaussian Process Regression Miguel Lazaro-Gredilla, Joaquin Quinonero Candela, Carl Edward Rasmussen and Aníbal R. Figueiras-Vidal Article (2010)
	State Estimation Schemes for Independent Component Coupled Hidden Markov Models WP Malcolm, Novi Quadrianto and Aggoun L Article (2010)
	t-tests, F-tests and Otsu's methods for image thresholding Jinghao Xue and Mike Titterington Article (2010)
	Tense Sense Disambiguation: a New Syntactic Polysemy Task Roi Reichart and Ari Rappoport Article (2010)
	Terveisiä huippuyliopistoista Teemu Roos Article (2010)
	TFInfer: A Tool for Probabilistic Inference of Transcription Factor Activities Shehzad Asif, Matthew Rolfe, Jeff Green, Neil Lawrence, Magnus Rattray and Guido Sanguinetti Article Item not available online. (2010)
	The application of structured learning in natural language processing Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Article (2010)
	The application of structured learning in natural language processing Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Article Item not available online. (2010)
	The Berlin Brain-Computer Interface: Non-Medical Uses of BCI Technology Benjamin Blankertz, M Tangermann, C Vidaurre, S Fazli, C Sannelli, S Haufe, C Maeder, LE Ramsey, I Sturm, G Curio and Klaus-Robert Müller Article Item not available online. (2010)
	The Linguistic Relevance of Lindenmayer Systems Leonor Becerra, Suna Bensch and María Dolores Jiménez-López Article Item not available online. (2010)
	The longest minimum-weight path in a complete graph Louigi Addario-Berry, Nicolas Broutin and Gábor Lugosi Article Item not available online. (2010)
	The p-folded cumulative distribution function and the mean absolute deviation from the p-quantile Jinghao Xue and Mike Titterington Article (2010)
	Threshold selection from image histograms with skewed components based on maximum-likelihood estimation of skew-normal and log-concave distributions Jinghao Xue and Mike Titterington Article (2010)
	Towards gaze-independent visual brain-computer interfaces Matthias S Treder, Nico M Schmidt and Benjamin Blankertz Article Item not available online. (2010)
	Trading Accuracy for Sparsity in Optimization Problems with Sparsity Constraints Shai Shalev-Shwartz, Nati Srebro and Tong Zhang Article (2010)
	Traffic Classification in Information Poor Environments H. Rotsos, Jurgen van Gael and Andrew Moore Article Item not available online. (2010)
	Transition from the locked in to the completely locked-in state: A physiological analysis A Ramos Murguialday, J Hill, M Bensch, S Martens, S Halder, F Nijboer, B Schölkopf, N Birbaumer and A Gharabaghi Article Item not available online. (2010)
	True Path Rule hierarchical ensembles for genome-wide gene function prediction Giorgio Valentini Article Item availablity restricted. (2010)
	Two-dimensional auditory P300 Speller with predictive text system Johannes Höhne, Martijn Schreuder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (2010)
	Type Level Clustering Evaluation: New Measures and a POS Induction Case Study. Roi Reichart, Omri Abend and Ari Rappoport Article Item not available online. (2010)
	UCB Revisited: Improved Regret Bounds for the Stochastic Multi-Armed Bandit Problem Peter Auer and Ronald Ortner Article Item not available online. (2010)
	Use of the Szeged index and the revised Szeged index for measuring network bipartivity Tomaž Pisanski and Milan Randić Article Item not available online. (2010)
	Using Domain Similarity for Performance Estimation Vincent Van Asch and Walter Daelemans Article (2010)
	Using Multi-Modal 3D Contours and Their Relations for Vision and Robotics Emre Baseski, Nicolas Pugeault, Sinan Kalkan, Leon Bodenhagen, Justus Piater and Norbert Krueger Article Item not available online. (2010)
	Vertex-transitive expansions of (1, 3)-trees Dragan Marušič and Marko Lovrečič Saražin Article Item not available online. (2010)
	Visual primitives: Local, condensed, semantically rich visual descriptors and their applications in robotics Nicolas Pugeault, Florentin Woergoetter and Norbert Krueger Article (2010)
	Wavelet Kernel Learning Florian Yger and Alain Rakotomamonjy Article Item not available online. (2010)
	Wearable-sensor activity analysis using semi-Markov models with a grammar O Thomas, Peter Sunehag, G Dror, S Yun, S Kim, M Robards, A.J. Smola, D Green and P Saunders Article (2010)
	Wide diameter of Cartesian graph bundles. Iztok Banič and Janez Žerovnik Article Item not available online. (2010)
	Wiener number of directed graphs and its relation to the oriented network design problem. Igor Pesek, Maja Rotovnik, Damir Vukičević and Janez Žerovnik Article Item not available online. (2010)
	\ell_p-\ell_q penalty for sparse linear and multiple kernel multi-task learning Alain Rakotomamonjy, Remi Flamary, Gilles Gasso and Stephane Canu Article Item not available online. (2010)

Book

	Advances in Neural Information Processing Systems 23 Book Item not available online. (December 2010)
	Proceedings of 6th European Conference on Computer Network Defense Book Item not available online. (December 2010)
	Computational Modeling of Human Language Acquisition Afra Alishahi Book Item not available online. (November 2010)
	Efficient Reinforcement Learning using Gaussian Processes Marc Deisenroth Book (November 2010)
	Generalization Bounds  Mark Reid Book (November 2010)
	Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery M Gomez-Rodriguez, Jan Peters, Jeremy Hill, Bernhard Schölkopf and A Gharabaghi Book (10 October 2010)
	Proceedings of the Fifth European Workshop on Probabilistic Graphical Models Book (13 September 2010)
	Multilingual Information Access Evaluation I - Text Retrieval Experiments, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, Part I. Book Item not available online. (September 2010)
	Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010) Book (September 2010)
	Proceedings of the Morpho Challenge 2010 workshop Book Item not available online. (September 2010)
	Proceedings of the the Third Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA) Book (September 2010)
	Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis M Gomez-Rodriguez, Moritz Grosse-Wentrup, Jan Peters, G Naros, Jeremy Hill, Bernhard Schölkopf and A Gharabaghi Book (22 August 2010)
	Proceedings of the ECAI 2010 Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2010) Book Item not available online. (August 2010)
	Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings Edwin Hancock, Richard Wilson, Terry Windeatt, Ilkay Ulusoy and Terry Windeatt Book Item not available online. (August 2010)
	Proceedings of the Workshop on Negation and Speculation in Natural Language Processing Book (July 2010)
	Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams Albert Bifet Book Item not available online. (01 February 2010)
	Applications of Supervised and Unsupervised Ensemble Methods Book Item not available online. (2010)
	Causation and Prediction Challenge Book (2010)
	Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) Book Item not available online. (2010)

Book Section

	Fronto-Parietal Gamma-Oscillations are a Cause of Performance Variation in Brain-Computer Interfacing Moritz Grosse-Wentrup Book Section (18 December 2010)
	Introduction to Dual Decomposition for Inference David Sontag, Amir Globerson and Tommi Jaakkola Book Section Item availablity restricted. (01 December 2010)
	Bayesian Networks for Expert Systems, Theory and Practical Applications Wim Wiegerinck, Bert Kappen and Willem Burgers Book Section Item not available online. (December 2010)
	Online Markov Decision Processes under Bandit Feedback Gergely Neu, Andras Gyorgy, Csaba Szepesvari and András Antos Book Section Item not available online. (December 2010)
	Feature Selection in a Cartesian Ensemble of Feature Subspace Classifiers for Music Categorisation Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Carlos Pérez-Sancho and José Iñesta Book Section Item availablity restricted. (25 October 2010)
	Harmonic and Instrumental Information Fusion for Musical Genre Classification Tomás Pérez-García, Carlos Pérez-Sancho and José Iñesta Book Section Item availablity restricted. (25 October 2010)
	Discovering Non-binary Hierarchical Structures with Bayesian Rose Trees Charles Blundell, Yee Whye Teh and Katherine Heller Book Section (October 2010)
	Overview and results of Morpho Challenge 2010 Mikko Kurimo, Sami Virpioja and Ville Turunen Book Section Item not available online. (September 2010)
	Overview of Morpho Challenge 2009 Mikko Kurimo, Sami Virpioja, Ville Turunen, Graeme W. Blackwood and William Byrne Book Section Item not available online. (September 2010)
	Supporting Communication and Decision Making in Finnish Intensive Care with Language Technology Hanna Suominen and T Salakoski Book Section (28 August 2010)
	The Online Loop-free Stochastic Shortest-Path Problem Gergely Neu, Andras Gyorgy and Csaba Szepesvari Book Section Item not available online. (27 June 2010)
	Hierarchical Bayesian Nonparametric Models with Applications Yee Whye Teh and Michael I. Jordan Book Section Item not available online. (April 2010)
	Luckiness and Regret in Minimum Description Length Inference Steven de Rooij and Peter Grünwald Book Section (April 2010)
	A Markov-Chain Monte Carlo Approach to Simultaneous Localization and Mapping Péter Torma, Andras Gyorgy and Csaba Szepesvari Book Section Item not available online. (10 March 2010)
	Probability theory in machine learning Martin Anthony Book Section Item not available online. (March 2010)
	Correction Queries in Active Learning Cristina Tirnauca Book Section Item availablity restricted. (03 February 2010)
	Correction Queries and Language Learning Cristina Tirnauca Book Section Item availablity restricted. (February 2010)
	Gaussian Processes and its Application to the design of Digital Communication Receivers Pablo Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz Book Section Item not available online. (February 2010)
	Grammatical Inference and Natural Language Acquisition Leonor Becerra Book Section Item not available online. (February 2010)
	Exploiting Similarity Information in Reinforcement Learning. Similarity Models for Multi-Armed Bandits and MDPs Ronald Ortner Book Section (January 2010)
	An experimental comparison of Hierarchical Bayes and True Path Rule ensembles for protein function prediction Matteo Re and Giorgio Valentini Book Section Item availablity restricted. (2010)
	A human-centric perspective on ubiquitous knowledge discovery Bettina Berendt and Ernestina Menasalvas Book Section Item not available online. (2010)
	A Latent Variable Model for Generative Dependency Parsing Ivan Titov and James Henderson Book Section Item not available online. (2010)
	A Practical Comparative Study of Data Mining Query Languages Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals and Adriana Prado Book Section (2010)
	Adaptive Optimal Feedback Control with Learned Internal Dynamics Models Djordje Mitrovic, Sethu Vijayakumar and Stefan Klanke Book Section Item availablity restricted. (2010)
	Approximate dynamic programming Rémi Munos Book Section (2010)
	Artificial Ants: from collective intelligence to real life optimization and beyond A. Hamdi, Violaine Antoine, N. Monmarché and M. Slimane Book Section Item not available online. (2010)
	Bayesian Nonparametric Models Peter Orbanz and Yee Whye Teh Book Section (2010)
	Causality Ricardo Silva Book Section Item not available online. (2010)
	Compressed Least-squares regression Odalric-Ambrym Maillard and Rémi Munos Book Section (2010)
	Data Mining Kai Puolamäki, Alessio Bertone, Roberto Théron, Otto Huisman, Jimmy Johansson, Silvia Miksch, Panagiotis Papapetrou and Salvo Rinzivillo Book Section Item not available online. (2010)
	Decision Lists and Related Classes of Boolean Functions Martin Anthony Book Section Item not available online. (2010)
	Dense 3D facial movement tracking for animation C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Book Section Item not available online. (2010)
	Detecting Mental States by Machine Learning Techniques: The Berlin Brain-Computer Interface Benjamin Blankertz, M Tangermann, C Vidaurre, T Dickhaus, C Sannelli, F Popescu, S Fazli, M Danócy, G Curio and Klaus-Robert Müller Book Section Item not available online. (2010)
	Enhancing recognition of visual concepts with primitive color histograms via non-sparse multiple kernel learning Alexander Binder and Motoaki Kawanabe Book Section Item not available online. (2010)
	Extraction of Biomedical Events Roser Morante, Vincent Van Asch and Walter Daelemans Book Section (2010)
	Extraction of biomedical events Roser Morante, Vincent Van Asch and Walter Daelemans Book Section (2010)
	Frequent Pattern Hannu Toivonen Book Section Item availablity restricted. (2010)
	Graphical Models Julian McAuley, Tiberio Caetano and Wray Buntine Book Section Item not available online. (2010)
	Graphical Models Julian McAuley, Tiberio Caetano and Wray Buntine Book Section Item not available online. (2010)
	Hierarchical generative biclustering for microRNA expression analysis Jose Caldas and Samuel Kaski Book Section Item not available online. (2010)
	Improvements to the Sequence Memoizer Jan Gasthaus and Yee Whye Teh Book Section (2010)
	Improving ranking by respecting the multidimensionality and uncertainty of user preferences Bettina Berendt and Veit Köppen Book Section Item not available online. (2010)
	Inductive Querying with Virtual Mining Views Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado and Celine Robardet Book Section Item not available online. (2010)
	Inferring Object Relevance from Gaze in Dynamic Scenes Melih Kandemir, Veli-Matti Saarinen and Samuel Kaski Book Section Item not available online. (2010)
	Learning the Preferences of News Readers with SVM and Lasso Ranking Elena Hensinger, Ilias Flaounas and Nello Cristianini Book Section (2010)
	Lossless compression based on the Sequence Memoizer Jan Gasthaus, Frank Wood and Yee Whye Teh Book Section Item not available online. (2010)
	Machine Learning Methods for Automatic Image Colorization Guillaume Charpiat, Ilja Bezrukov, Matthias Hofmann, Yasemin Altun and Bernhard Schölkopf Book Section Item not available online. (2010)
	Markerless tracking of dynamic 3D scans of faces Christian Walder, Martin Breidt, Heinrich H. Bülthoff, Bernhard Schölkopf and Cristóbal Curio Book Section Item not available online. (2010)
	Measuring latent causal structure Ricardo Silva Book Section (2010)
	Methods for Learning Control Policies from Variable Constraint Demonstrations Matthew Howard, Stefan Klanke, Michael Gienger, Christian Goerick and Sethu Vijayakumar Book Section Item availablity restricted. (2010)
	Multidisciplinary Optimisation in the Design of Future Space Launchers G. Collange, N. Delattre, N. Hansen, I. Quinquis and Marc Schoenauer Book Section Item not available online. (2010)
	Multimodal Information Fusion Norman Poh, Thirimahos Bourlai and Josef Kittler Book Section (2010)
	Neural decoding for motor and communication prostheses Byron M Yu, Gopal Santhanam, Maneesh Sahani and Krishna V Shenoy Book Section Item not available online. (2010)
	Neural Networks and Boolean Functions Martin Anthony Book Section Item not available online. (2010)
	Nonparametric Hidden Markov Models Jurgen van Gael and Zoubin Ghahramani Book Section Item availablity restricted. (2010)
	Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Book Section (2010)
	Probabilistic Inductive Querying Using ProbLog Luc De Raedt, Angelika Kimmig, Bernd Gutmann, Kristian Kersting, Vitor Santos Costa and Hannu Toivonen Book Section Item availablity restricted. (2010)
	Probabilistic Learning of Boolean Functions Martin Anthony Book Section Item not available online. (2010)
	Semantics extraction from multimedia data: an ontology-based machine learning approach Sergios Petridis and Stavros J. Perantonis Book Section (2010)
	Squinting at a Sea of Dots: Visualising Australian Readerships using Statistical Machine Learning JV Lamond and Mark Reid Book Section (2010)
	Statistical inference for single- and multi-band probabilistic amplitude demodulation Richard Turner and Maneesh Sahani Book Section (2010)
	The Social Web and Privacy: Practices, Reciprocity and Conflict Detection in Social Networks Seda Gürses and Bettina Berendt Book Section Item not available online. (2010)
	The Support Vector Tree Antti Ukkonen Book Section Item not available online. (2010)
	Three Paths to Relevance Samuel Kaski Book Section Item not available online. (2010)
	Tree language automata for melody recognition Jose Francisco Bernabeu Briones, Jorge Calera-Rubio, José Iñesta and David Rizo Book Section Item not available online. (2010)
	Two Measures of Objective Novelty in Association Rule Mining José Balcázar Book Section (2010)

Conference or Workshop Item

	A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction Phil Blunsom and Trevor Cohn Conference or Workshop Item Item not available online. (17 December 2010)
	Subband Acoustic Waveform Front-End for Robust Speech Recognition Using Support Vector Machines J K Yousafzai, Z Cvetkovic and P Sollich Conference or Workshop Item (12 December 2010)
	Reducing Model Bias in Reinforcement Learning Marc Deisenroth and Carl Edward Rasmussen Conference or Workshop Item (11 December 2010)
	Learning To Count Objects in Images Victor Lempitsky and Andrew Zisserman Conference or Workshop Item (06 December 2010)
	Multitask Learning without Label Correspondences. Novi Quadrianto, Alex Smola, Tiberio Caetano, S V N Vishwanathan and James Petterson Conference or Workshop Item (06 December 2010)
	Online Markov decision processes under bandit feedback Gergely Neu, Andras Gyorgy, Csaba Szepesvari and András Antos Conference or Workshop Item Item availablity restricted. (06 December 2010)
	Reverse Multi-Label Learning James Petterson and Tiberio Caetano Conference or Workshop Item (06 December 2010)
	Simultaneous Object Detection and Ranking with Weak Supervision Matthew Blaschko, Andrea Vedaldi and Andrew Zisserman Conference or Workshop Item (06 December 2010)
	Variational bounds for mixed-data factor analysis Emtiyaz Khan, Ben Marlin, Guillaume Bouchard and Kevin Murphy Conference or Workshop Item (06 December 2010)
	Word Features for Latent Dirichlet Allocation James Petterson, Alex Smola, Tiberio Caetano, Wray Buntine and Shravan Narayanamurthy Conference or Workshop Item (06 December 2010)
	Tobi hybrid BCI: principle of a new assistive method G.R. Müller-Putz, C. Breitwieser, Michael Tangermann, Martijn Schreuder, M. Tavella, R. Leeb, F. Cincotti, F. Leotta and C. Neuper Conference or Workshop Item Item not available online. (03 December 2010)
	Motivation affects performance in a P300-Brain-Computer Interface S. Kleih, A. Riccio, D. Mattia, Martijn Schreuder, Michael Tangermann, C. Zickler and A. Kübler Conference or Workshop Item Item not available online. (02 December 2010)
	Putting AMUSE to work: an end-user study Martijn Schreuder, A. Riccio, F. Cincotti, M. Risetti, Benjamin Blankertz, Michael Tangermann and Donatella Mattia Conference or Workshop Item Item not available online. (02 December 2010)
	Dynamic Distortion in a Discriminative Reordering Model for Statistical Machine Translation Sirvan Yahyaei and Christof Monz Conference or Workshop Item (01 December 2010)
	A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining Jagan Varadarajan, Rémi Emonet and Jean-Marc Odobez Conference or Workshop Item (December 2010)
	Active Learning on Graphs via Spanning Trees Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (December 2010)
	Advertising Campaigns Management: Should We Be Greedy? sertan girgin, Jeremie Mary, Philippe Preux and olivier nicol Conference or Workshop Item Item not available online. (December 2010)
	An Approximate Inference Approach to Temporal Optimization in Optimal Control Konrad Rawlik, Sethu Vijayakumar and Marc Toussaint Conference or Workshop Item (December 2010)
	Bonaparte: Disaster Victim Identification System Willem Burgers and Wim Wiegerinck Conference or Workshop Item Item not available online. (December 2010)
	Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes and Bernhard Pfahringer Conference or Workshop Item Item not available online. (December 2010)
	Cujo: Efficient Detection and Prevention of Drive-by-Download Attacks Konrad Rieck, Tammo Krueger and Andreas Dewald Conference or Workshop Item (December 2010)
	Exact learning curves for Gaussian process regression on large random graphs Matthew Urry and Peter Sollich Conference or Workshop Item (December 2010)
	Improvements to the Sequence Memoizer Jan Gasthaus and Yee Whye Teh Conference or Workshop Item (December 2010)
	Inferring Multiple Regulation Networks Julien Chiquet, Yves Grandvalet and Christophe Ambroise Conference or Workshop Item (December 2010)
	Learning from Candidate Labeling Sets Luo Jie and Francesco Orabona Conference or Workshop Item (December 2010)
	LSTD with Random Projections Mohammad Ghavamzadeh, Alessandro Lazaric, Rémi Munos and Odalric-Ambrym Maillard Conference or Workshop Item (December 2010)
	LSTD with Random Projections Mohammad Ghavamzadeh, Alessandro Lazaric, Odalric-Ambrym Maillard and Rémi Munos Conference or Workshop Item (December 2010)
	Modeling skin and ageing phenotypes using latent variable models in Infer.NET David Knowles, Leopold Parts, Daniel Glass and John Winn Conference or Workshop Item (December 2010)
	New Adaptive Algorithms for Online Classification Francesco Orabona and Koby Crammer Conference or Workshop Item (December 2010)
	Online algorithms for submodular minimization with combinatorial constraints Stefanie Jegelka and Jeff Bilmes Conference or Workshop Item Item not available online. (December 2010)
	Optimal Learning Rates for Kernel Conjugate Gradient Regularization Gilles Blanchard and Nicole Krämer Conference or Workshop Item (December 2010)
	Risk Sensitive Path Integral Control Bart Broek, Bert Kappen and Bert Kappen Conference or Workshop Item Item not available online. (December 2010)
	Semi-Supervised Feature Learning from Clinical Text Zhuoran Wang, John Shawe-Taylor and Anoop Shah Conference or Workshop Item Item not available online. (December 2010)
	Slice sampling covariance hyperparameters of latent Gaussian models Iain Murray and Ryan Adams Conference or Workshop Item (December 2010)
	The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord George Giannakopoulos and Themis Palpanas Conference or Workshop Item (December 2010)
	Robust Rigid Shape Registration Method using a Level Set Formulation Muayed Al-Huseiny, Sasan Mahmoodi and Mark Nixon Conference or Workshop Item (31 November 2010)
	Shaped Wavelets for Curvilinear Structures for Ear Biometrics Mina Ibrahim, Mark Nixon and Sasan Mahmoodi Conference or Workshop Item (30 November 2010)
	An Artificial Experimenter for Enzymatic Response Characterisation Chris Lovell, Gareth Jones, Steve Gunn and Klaus-Peter Zauner Conference or Workshop Item (18 November 2010)
	Combining Real-Time Brain-Computer Interfacing and Robot Control for Stroke Rehabilitation Moritz Grosse-Wentrup Conference or Workshop Item Item not available online. (16 November 2010)
	Data mining tools for analysis of linguistic variation Jefrey Lijffijt Conference or Workshop Item Item not available online. (16 November 2010)
	PicSOM Experiments in TRECVID 2010 Mats Sjöberg, Markus Koskela, Milen Chechev and Jorma Laaksonen Conference or Workshop Item Item not available online. (15 November 2010)
	Transductive Transfer Learning for Action Recognition in Tennis Games Nazli Faraji Davar, Teo de Campos, Josef Kittler and Fei Yan Conference or Workshop Item (13 November 2010)
	Object flow: learning object displacement C. Lalos, H. Grabner, Luc Van Gool and T. Varvarigou Conference or Workshop Item (08 November 2010)
	Mail2Wiki: low-cost sharing and organization on wikis. Gregorio Convertino, Ben Hanrahan, Nick Kong, Thiébaud Weksteen, Ed Chi and Cedric Archambeau Conference or Workshop Item (07 November 2010)
	Accurate ensembles for data streams: Combining restricted Hoeffding trees using stacking. Albert Bifet, Eibe Frank, Geoff Holmes and Berhard Pfahringer Conference or Workshop Item Item not available online. (November 2010)
	Active Learning Strategies in Handwritten Text Recognition Nicolás Serrano, Adrià Giménez Pastor, Alberto Sanchis and Alfons Juan Conference or Workshop Item Item not available online. (November 2010)
	Character-level interaction in Computer-Assisted Transcription of Text Images Verónica Romero, Alejandro Hector Tosselli and Enrique Vidal Conference or Workshop Item Item not available online. (November 2010)
	Combination of supervised and semi-supervised regression models for improved unbiased estimation Jerónimo Arenas-Garcia, Carlos Moriana-Varo and Jan Larsen Conference or Workshop Item (November 2010)
	Displaying email-related contextual information using contextify Gregor Leban and Marko Grobelnik Conference or Workshop Item Item not available online. (November 2010)
	Finite-Sample Analysis of Bellman Residual Minimization Odalric-Ambrym Maillard, Rémi Munos, Alessandro Lazaric and Mohammad Ghavamzadeh Conference or Workshop Item (November 2010)
	Finite-Sample Analysis of Bellman Residual Minimization Odalric-Ambrym Maillard, Rémi Munos, Alessandro Lazaric and Mohammad Ghavamzadeh Conference or Workshop Item (November 2010)
	Merging the Meaning: An N-gram Graph Approach George Giannakopoulos Conference or Workshop Item (November 2010)
	Multimodal Interactive Machine Translation Vicent Alabau, Daniel Ortiz-Martínez, Alberto Sanchis and Francisco Casacuberta Conference or Workshop Item Item not available online. (November 2010)
	Summarization system evaluation variations based on n-gram graphs George Giannakopoulos and Vangelis Karkaletsis Conference or Workshop Item (November 2010)
	The Iso-lambda Descent Algorithm for the LASSO Manuel Loth and Philippe Preux Conference or Workshop Item Item not available online. (November 2010)
	Windowed Bernoulli Mixture HMMs for Arabic Handwritten Word Recognition Adrià Giménez Pastor, Ihab Khoury and Alfons Juan Conference or Workshop Item Item not available online. (November 2010)
	Machine Translation Using Overlapping Alignments and Sample Rank Benjamin Roth, Andrew McCallum, Marc Dymetman and Nicola Cancedda Conference or Workshop Item Item not available online. (31 October 2010)
	A Triangle Inequality for p-Resistance Mark Herbster Conference or Workshop Item (30 October 2010)
	Rule Chaining and Approximate Match in textual inference Jonathan Berant, Eyal Shnarch, Amnon Lotan, Shachar Mirkin, Lili Kotlerman, Nahum Shimkin and Ido Dagan Conference or Workshop Item Item availablity restricted. (27 October 2010)
	Inferring Latent Task Structure for Multi-Task Learning by Multiple Kernel Learning Christian Widmer, Nora C Toussaint, Yasemin Altun and Gunnar Raetsch Conference or Workshop Item (26 October 2010)
	Yes we can: simplex volume maximization for descriptive web-scale matrix factorization Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (26 October 2010)
	The genetic basis of risk preferences Thorsten Dickhaus and Daniel Schunk Conference or Workshop Item Item not available online. (13 October 2010)
	Minimum Error Rate Training by Sampling the Translation Lattice Samidh Chatterjee and Nicola Cancedda Conference or Workshop Item (09 October 2010)
	Multi-document summarization using A* search and discriminative training Ahmet Aker, Trevor Cohn and Robert Gaizauskas Conference or Workshop Item Item not available online. (09 October 2010)
	Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing Phil Blunsom and Trevor Cohn Conference or Workshop Item Item not available online. (09 October 2010)
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	Enlarged Search Space for SITG Parsing Guillem Gascó, Joan Andreu Sánchez and José Miguel Benedí Conference or Workshop Item Item not available online. (June 2010)
	Face Recognition Based on Image Sets Hakan Cevikalp and William Triggs Conference or Workshop Item (June 2010)
	Finite-Sample Analysis of LSTD Alessandro Lazaric, Mohammad Ghavamzadeh and Rémi Munos Conference or Workshop Item (June 2010)
	Finite-Sample Analysis of LSTD Alessandro Lazaric, Mohammad Ghavamzadeh and Rémi Munos Conference or Workshop Item (June 2010)
	Geodesic Star Convexity for Interactive Image Segmentation Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake and Andrew Zisserman Conference or Workshop Item (June 2010)
	Global and Efficient Self-Similarity for Object Classification and Detection Thomas Deselaers and Vittorio Ferrari Conference or Workshop Item (June 2010)
	Hedging structured concepts Wouter Koolen, Manfred Warmuth and Jyrki Kivinen Conference or Workshop Item Item not available online. (June 2010)
	Improving web-image search results using query-relative classifiers Josip Krapac, Moray Allan, Jakob Verbeek and Frederic Jurie Conference or Workshop Item (June 2010)
	Inducing Synchronous Grammars with Slice Sampling Phil Blunsom and Trevor Cohn Conference or Workshop Item (June 2010)
	Learning Efficiently with Approximate Inference via Dual Losses Ofer Meshi, David Sontag, Tommi Jaakkola and Amir Globerson Conference or Workshop Item (June 2010)
	Least-squares adaptation of affine combinations of multiple adaptive filters Luis A. Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal and Jerónimo Arenas-Garcia Conference or Workshop Item (June 2010)
	Memory-based biomedical named-entity tagging Walter Daelemans, Vincent Van Asch and Roser Morante Conference or Workshop Item (June 2010)
	Multimodal semi-supervised learning for image classification Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item (June 2010)
	Non-uniform Deblurring for Shaken Images Oliver Whyte, Josef Sivic, Andrew Zisserman and Jean Ponce Conference or Workshop Item (June 2010)
	Not far away from home: A relational distance-based approach to understand images of houses Laura-Andreea Antanas, Martijn van Otterlo, José Antonio Oramas Mogrovejo, Tinne Tuytelaars and Luc De Raedt Conference or Workshop Item (June 2010)
	On the Detection of Multiple Object Instances using Hough Transforms Olga Barinova, Victor Lempitsky and Pushmeet Kohli Conference or Workshop Item (June 2010)
	Online Learning for Interactive Statistical Machine Translation Daniel Ortiz-Martínez, Ismael García-Varea and Francisco Casacuberta Conference or Workshop Item Item not available online. (June 2010)
	Online-Batch Strongly Convex Multi Kernel Learning Francesco Orabona, Luo Jie and Barbara Caputo Conference or Workshop Item (June 2010)
	Probabilistic backward and forward reasoning in stochastic relational worlds Tobias Lang and Marc Toussaint Conference or Workshop Item Item not available online. (June 2010)
	Random spanning trees and the prediction of weighted graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (June 2010)
	Rollout Allocation Strategies for Classification-based Policy Iteration Victor Gabillon, Alessandro Lazaric and Mohammad Ghavamzadeh Conference or Workshop Item (June 2010)
	Rollout Allocation Strategies for Classification-based Policy Iteration Victor Gabillon, Alessandro Lazaric and Mohammad Ghavamzadeh Conference or Workshop Item (June 2010)
	Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer Tatiana Tommasi, Francesco Orabona and Barbara Caputo Conference or Workshop Item (June 2010)
	Shape and refractive index recovery from single-view polarisation images Cong Phuoc Huynh, Antonio Robles-Kelly and Edwin Hancock Conference or Workshop Item Item not available online. (June 2010)
	Soft LDPC decoding in nonlinear channels with Gaussian processes for classification Pablo Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz Conference or Workshop Item (June 2010)
	The GIDOC prototype Nicolás Serrano, Lionel Taranzón, Daniel Pérez, Oriol Ramos Terrades and Alfons Juan Conference or Workshop Item Item not available online. (June 2010)
	Tracking the flu pandemic by monitoring the Social Web Vasileios Lampos and Nello Cristianini Conference or Workshop Item Item not available online. (June 2010)
	Using Gaussian Mixture Models to Detect Figurative Language in Context Linlin Li and Caroline Sporleder Conference or Workshop Item Item not available online. (June 2010)
	Using machine learning on sensor data Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2010)
	Using the Fisher-Rao Metric to Compute Facial Similarity Simone Ceolin and Edwin Hancock Conference or Workshop Item Item not available online. (June 2010)
	What's going on? Discovering Spatio-Temporal Dependencies in Dynamic Scenes Daniel Kuettel, Michael Breitenstein, Luc Van Gool and Vittorio Ferrari Conference or Workshop Item (June 2010)
	Wrong turn - no dead end: a stochastic pedestrian motion model S Pellegrini, A Ess, M Tanaskovic and Luc Van Gool Conference or Workshop Item (June 2010)
	Premodifying -ing participles in the parsed BNC Turo Vartiainen and Jefrey Lijffijt Conference or Workshop Item (27 May 2010)
	Towards interactive visual analysis of corpora Jefrey Lijffijt, Harri Siirtola, Tanja Saily, Turo Vartiainen, Terttu Nevalainen and Heikki Mannila Conference or Workshop Item (27 May 2010)
	Local and Global Lexicon: A Novel Approach to Quantifying Persistence Jefrey Lijffijt Conference or Workshop Item Item not available online. (21 May 2010)
	There's no Data like More Data? Revisiting the Impact of Data Size on a Classification Task. Ines Rehbein and Josef Ruppenhofer Conference or Workshop Item (20 May 2010)
	A Resource for Investigating the Impact of Anaphora and Coreference on Inference Azad Abad, Luisa Bentivogli, Ido Dagan, Danilo Giampiccolo, Shachar Mirkin, Emanuele Pianta and Asher Stern Conference or Workshop Item (19 May 2010)
	Sign Language Recognition using Linguistically Derived Sub-Units Helen Cooper and Richard Bowden Conference or Workshop Item Item not available online. (17 May 2010)
	Your dream corpus is already there Stasinos Konstantopoulos Conference or Workshop Item (17 May 2010)
	Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item Item availablity restricted. (15 May 2010)
	Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item (13 May 2010)
	Generative models for rapid information propagation Kirill Dyagilev, Kirill Dyagilev, Shie Mannor and Elad Yom-Tov Conference or Workshop Item (07 May 2010)
	Efficient Multioutput Gaussian Processes through Variational Inducing Kernels Mauricio Alvarez, David Luengo-Garcia, Michalis Titsias and Neil Lawrence Conference or Workshop Item Item availablity restricted. (01 May 2010)
	A Game-Theoretic Procedure for Learning Hierarchically Structured Strategies Benjamin Rosman and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (May 2010)
	ADN-classifier: Automatically assigning denotation types to nominalizations Aina Peris, Mariona Taulé, Gemma Boleda and Horacio Rodriguez Conference or Workshop Item Item availablity restricted. (May 2010)
	An Efficient Algorithm for Self-Reconfiguration Planning in a Modular Robot Thomas Larkworthy and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (May 2010)
	An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning Jacques Bibaï, Pierre Savéant, Marc Schoenauer and Vincent Vidal Conference or Workshop Item (May 2010)
	Annotation and representation of a diachronic corpus of Spanish Cristina Sánchez-Marco, Gemma Boleda, Josep Maria Fontana and Judith Domingo Conference or Workshop Item Item availablity restricted. (May 2010)
	Constructing a Textual Semantic Relation Corpus Using a Discourse Treebank Rui Wang and Caroline Sporleder Conference or Workshop Item Item not available online. (May 2010)
	Cross-lingual Induction of Selectional Preferences with Bilingual Vector Spaces Yves Peirsman and Sebastian Pado Conference or Workshop Item (May 2010)
	Descriptive analysis of negation cues in biomedical texts Roser Morante Conference or Workshop Item (May 2010)
	Employing signed TV broadcasts for automated learning of British Sign Language Patrick Buehler, Mark Everingham and Andrew Zisserman Conference or Workshop Item (May 2010)
	Entity Disambiguation using Link based Relations extracted from Wikipedia Anja Pilz Conference or Workshop Item Item not available online. (May 2010)
	Entity Disambiguation using Link based Relations extracted from Wikipedia. Anja Pilz Conference or Workshop Item Item availablity restricted. (May 2010)
	Fast Perceptron Decision Tree Learning from Evolving Data Streams Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Eibe Frank Conference or Workshop Item Item not available online. (May 2010)
	Geodesic trajectory generation on learnt skill manifolds Ioannis Havoutis and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (May 2010)
	How Could Networks of Neurons Learn to Carry Out Probabilistic Inference Wolfgang Maass Conference or Workshop Item Item not available online. (May 2010)
	How to generate the best samples for active learning in classification Benoît Gandar, Gaëlle Loosli and Guillaume Deffuant Conference or Workshop Item (May 2010)
	Idioms in Context: The IDIX Corpus Caroline Sporleder, Linlin Li, Philip Gorinski and Xaver Koch Conference or Workshop Item Item not available online. (May 2010)
	Integrated motor control, planning, grasping and high-level reasoning in a blocks world using probabilistic inference Marc Toussaint, Nils Plath, Tobias Lang and Nikolay Jetchev Conference or Workshop Item Item not available online. (May 2010)
	Language technology challenges of a 'small' language (Catalan) Maite Melero, Gemma Boleda, Montse Cuadros, Cristina España-Bonet, Lluís Padró, Martí Quixal, Carlos Rodríguez and Roser Saurí Conference or Workshop Item Item availablity restricted. (May 2010)
	Learning an Expert from Human Annotations in Statistical Machine Translation: the Case of Out-of-Vocabulary Words Wilker Aziz, Marc Dymetman, Shachar Mirkin, Lucia Specia, Nicola Cancedda and Ido Dagan Conference or Workshop Item (May 2010)
	Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity Sham Kakade, Ohad Shamir, Karthik Sridharan and Ambuj Tewari Conference or Workshop Item (May 2010)
	Learning language identification models: a comparative analysis of the distinctive features of names and common words Stasinos Konstantopoulos Conference or Workshop Item (May 2010)
	Movement Templates for Learning of Hitting and Batting Jens Kober, Katharina Muelling, Oliver Kroemer, Christoph Lampert, Bernhard Schölkopf and Jan Peters Conference or Workshop Item Item availablity restricted. (May 2010)
	Multiclass-Multilabel Classification with More Classes than Examples Ofer Dekel and Ohad Shamir Conference or Workshop Item (May 2010)
	Nonlinear functional regression: a functional RKHS approach hachem kadri, emmanuel duflos, Philippe Preux, Stéphane Canu and manuel davy Conference or Workshop Item Item not available online. (May 2010)
	Pyff---A Platform-Independent Open-Source Feedback Framework for BCI Systems Bastian Venthur and Benjamin Blankertz Conference or Workshop Item Item not available online. (May 2010)
	Speaker Attribution in Cabinet Protocols Josef Ruppenhofer, Caroline Sporleder and Fabian Shirokov Conference or Workshop Item Item not available online. (May 2010)
	The Database of Catalan Adjectives Roser Sanromà and Gemma Boleda Conference or Workshop Item Item availablity restricted. (May 2010)
	Towards automated visualization and analysis of signed language prosody: Method and linguistic issues Tommi Jantunen, Markus Koskela, Jorma Laaksonen and Päivi Rainò Conference or Workshop Item Item not available online. (May 2010)
	Unsupervised Aggregation for Classification Problems with Large Numbers of Categories Ivan Titov, Alexandre Klementiev, Kevin Small and Dan Roth Conference or Workshop Item Item not available online. (May 2010)
	Wikicorpus: A word-sense disambiguated multilingual Wikipedia corpus Samuel Reese, Gemma Boleda, Montse Cuadros, Lluís Padró and German Rigau Conference or Workshop Item Item availablity restricted. (May 2010)
	An information-theoretic approach to finding informative noisy tiles in binary databases Kleanthis Kontonasios and Tijl De Bie Conference or Workshop Item Item not available online. (29 April 2010)
	Optimal Feedback Control for Anthropomorphic Manipulators Djordje Mitrovic, Sho Nagashima, Stefan Klanke, Takamitsu Matsubara and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (April 2010)
	Speech Dasher: Fast Writing using Speech and Gaze Keith Vertanen and David J.C. MacKay Conference or Workshop Item (April 2010)
	Unifying the semantics for "thematic" and "classificatory" uses of ethnic adjectives B. Arsenijevic, Gemma Boleda, B. Gehrke and L. McNally Conference or Workshop Item Item not available online. (26 March 2010)
	μTOSS - Multiple hypotheses testing in an open software system Thorsten Dickhaus, Gilles Blanchard, Niklas Hack, Frank Konietschke, Kornelius Rohmeyer, Jonathan Rosenblatt, Marsel Scheer and Wiebke Werft Conference or Workshop Item Item not available online. (24 March 2010)
	A Bayesian Rule for Adaptive Control Based on Causal Interventions Pedro Alejandro Ortega and Daniel Alexander Braun Conference or Workshop Item (08 March 2010)
	Dynamic Regimes that are likely to support Probabilistic Inference in Distributed Networks of Spiking Neurons Bernhard Nessler and Wolfgang Maass Conference or Workshop Item Item not available online. (01 March 2010)
	Spike-based Expectation Maximization Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass Conference or Workshop Item (01 March 2010)
	A transient analysis for the convex combination of two adaptive filters with transfer of coefficients Magno T. M. Silva, Vitor H. Nascimento and Jerónimo Arenas-Garcia Conference or Workshop Item (March 2010)
	Beyond 2D-grids : a dependence maximization view on image browsing Novi Quadrianto, Kristian Kersting, Tinne Tuytelaars and Wray Buntine Conference or Workshop Item (March 2010)
	Cohesive Links with Literal and Idiomatic Expressions in Discourse: An Empirical and Computational Study Caroline Sporleder, Linlin Li and Alexis Palmer Conference or Workshop Item Item not available online. (March 2010)
	Efficient adaptive DFT-domain Volterra filters using an automatically controlled number of quadratic kernel diagonals Marcus Zeller, Luis A. Azpicueta-Ruiz, Jerónimo Arenas-Garcia and Walter Kellermann Conference or Workshop Item (March 2010)
	Image Annotation with TagProp on the MIRFLICKR set Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink and Cordelia Schmid Conference or Workshop Item (March 2010)
	Learning Relevant Eye MovementFeature Spaces Across Users Zakria Hussain, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item Item not available online. (March 2010)
	Multiview Clustering of Multilingual Documents Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item (March 2010)
	On the tracking performance of combinations of least mean squares and recursive least squares adaptive filters Vitor H. Nascimento, Magno T. M. Silva, Luis A. Azpicueta-Ruiz and Jerónimo Arenas-Garcia Conference or Workshop Item (March 2010)
	We propose a new multi-view clustering method which uses clustering results obtained on each view as a voting pattern in order to construct a new set of multi-view clusters. Our experiments on a multilingual corpus of documents show that performance increases significantly over simple concatenation and another multi-view clustering technique. Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item (March 2010)
	An extension of the Aspect PLSA Model to Active and Semi-supervised Learning for Text Classification Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Conference or Workshop Item Item not available online. (25 February 2010)
	Leveraging Sequence Classification by Taxonomy-based Multitask Learning Christian Widmer, Jose Miguel Leiva-Murillo, Yasemin Altun and Gunnar Raetsch Conference or Workshop Item (19 February 2010)
	Reaction kernels: structured output prediction approaches for novel enzyme function Katja Astikainen, Esa Pitkänen, Juho Rousu, Liisa Holm and Sandor Szedmak Conference or Workshop Item (19 February 2010)
	Relaxed regret minimization under average cost constraints Andrey Bernstein, Shie Mannor and Nahum Shimkin Conference or Workshop Item Item not available online. (17 February 2010)
	On optimal channel configurations for SMR-based brain-computer interfaces via nonparametric multiple comparisons Thorsten Dickhaus Conference or Workshop Item Item not available online. (15 February 2010)
	A Conversion between Utility and Information Pedro Alejandro Ortega and Daniel Alexander Braun Conference or Workshop Item (05 February 2010)
	Contextualized Text Classification Using Wikipedia Pascal Lehwark, Ulf Brefeld, Mikio braun and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (05 February 2010)
	Optimized Spatial Auditory Stimuli for an ERP-based BCI Paradigm T. Rost, Martijn Schreuder and Michael Tangermann Conference or Workshop Item Item not available online. (03 February 2010)
	Active learning on trees and graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item Item not available online. (February 2010)
	Bayesian Gaussian Process Latent Variable Model Michalis Titsias and Neil Lawrence Conference or Workshop Item (February 2010)
	Contextual Information Access with Augmented Reality Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki and Timo Tossavainen Conference or Workshop Item (February 2010)
	Effect of prestimulus SMR amplitude on BCI performance Cecilia Maeder, Claudia Sannelli, Stefan Haufe, Steven Lemm and Benjamin Blankertz Conference or Workshop Item (February 2010)
	Event-Related Potentials preceding Emergency Braking Situations during Simulated Driving Stefan Haufe, Matthias Treder, Max Sagebaum, Manfred Gugler, Arne Ewald, Gabriel Curio and Benjamin Blankertz Conference or Workshop Item (February 2010)
	PIPCAC: A NOVEL BINARY CLASSIFIER ASSUMING MIXTURES OF GAUSSIAN FUNCTIONS A. Rozza, Gabriele Lombardi and E. Casiraghi Conference or Workshop Item Item not available online. (February 2010)
	High-Dimensional Linear Representations for Robust Speech Recognition Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (31 January 2010)
	Exploiting Similarity Information in Reinforcement Learning. Similarity Models for Multi-Armed Bandits and MDPs Ronald Ortner Conference or Workshop Item Item not available online. (23 January 2010)
	Pré-apprentissage supervisé pour les réseaux profonds Xilan Tian, Romain Herault and Gilles Gasso Conference or Workshop Item Item not available online. (19 January 2010)
	Improving the Robustness of Phoneme Classification Using Hybrid Features Jibran Yousafzai, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (13 January 2010)
	Improving the Robustness of Phoneme Classification Using Hybrid Features Jibran Yousafzai, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (13 January 2010)
	An information retrieval perspective on visualization of gene expression data with ontological annotation Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma and Samuel Kaski Conference or Workshop Item Item not available online. (08 January 2010)
	Testing composite hypotheses about discrete-valued stationary processes Daniil Ryabko Conference or Workshop Item Item not available online. (January 2010)
	Apprentissage de distance pour l'annotation d'images par plus proches voisins Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item (January 2010)
	Bisociative Knowledge Discovery for Microarray Data Analysis Igor Mozetic, Nada Lavrac, Vid Podpecan, Petra Kralj Novak, Helena Motain, Marko Petek, Kristina Gruden, Hannu Toivonen and Kimmo Kulovesi Conference or Workshop Item (January 2010)
	Circumventing the Price of Anarchy: Leading Dynamics to Good Behavior Maria-Florina Balcan, Avrim Blum and Yishay Mansour Conference or Workshop Item (January 2010)
	Combining Coregularization and Consensus-based Self-Training for Multilingual Text Categorization Massih Amini, Cyril Goutte and Nicolas Usunier Conference or Workshop Item (January 2010)
	Combining Predictions for an accurate Recommender System Michael Jahrer, Andreas Töscher and Robert Legenstein Conference or Workshop Item Item not available online. (January 2010)
	Fast subtree kernels on graphs Nino Shervashidze and Karsten Borgwardt Conference or Workshop Item Item not available online. (January 2010)
	Objective Novelty of Association Rules: Measuring the Confidence Boost José Balcázar Conference or Workshop Item (January 2010)
	Regret Minimization and Job Scheduling Yishay Mansour Conference or Workshop Item (January 2010)
	Solving MAX-$r$-SAT above a Tight Lower Bound Noga Alon, Gregory Gutin, Eun Jung Kim, Stefan Szeider and Anders Yeo Conference or Workshop Item (January 2010)
	1-local 7/5-competitive algorithm for multicoloring hexagonal graphs. Rafal witkowski and Janez Žerovnik Conference or Workshop Item Item not available online. (2010)
	Learning Efficiently with Approximate Inference via Dual Losses Ofer Meshi, David Sontag, Tommi Jaakkola and Amir Globerson Conference or Workshop Item (2010)
	A Comparative Study on Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval Saeedeh Momtazi, Sanjeev Khudanpur and Dietrich Klakow Conference or Workshop Item (2010)
	A Constant Average Time Algorithm to Allow Insertions in the LAESA Fast Nearest Neighbour Search Index Luisa Mico and Jose Oncina Conference or Workshop Item Item not available online. (2010)
	A Dataset for Assessing Machine Translation Evaluation Metrics Lucia Specia, Nicola Cancedda and Marc Dymetman Conference or Workshop Item Item not available online. (2010)
	A flexible hybrid framework for modeling complex manipulation tasks Oliver Kroemer and Jan Peters Conference or Workshop Item Item not available online. (2010)
	A Framework for Path-Oriented Network Simplification Hannu Toivonen, Sebastien Mahler and Fang Zhou Conference or Workshop Item (2010)
	A Hierarchical Pitman-Yor Language Model for Information Retrieval Saeedeh Momtazi and Dietrich Klakow Conference or Workshop Item (2010)
	A Local and Iterative Neural Reconstruction Algorithm for Cone-Beam Data Ignazio Gallo Conference or Workshop Item (2010)
	A model for technical optimisation of the distribution centre Alen Orbanic, Iztok Kavkler, Tomaž Perme, Matjaž Novak and Rok Strašek Conference or Workshop Item Item not available online. (2010)
	A multi-class method for detecting audio events in news broadcasts Sergios Petridis, Theodoros Giannakopoulos and Stavros Perantonis Conference or Workshop Item (2010)
	A Named Entity Labeler for German: exploiting Wikipedia and distributional clusters Grzegorz Chrupala and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)
	A New Algorithm for Improving the Resolution of Cryo-EM Density Maps Michael Hirsch, Bernhard Schölkopf and Michael Habeck Conference or Workshop Item Item not available online. (2010)
	A New Lower Bound on the Maximum Number of Satisfied Clauses in Max-SAT and its Algorithmic Application. R. Crowston, G. Gutin, M. Jones and A. Yeo Conference or Workshop Item (2010)
	A novel brain-computer interface based on the rapid serial visual presentation paradigm Laura Acqualagna, Matthias Treder, Martijn Schreuder and Benjamin Blankertz Conference or Workshop Item Item not available online. (2010)
	A Probabilistic Approach to Problems Parameterized Above or Below Tight Bounds Gregory Gutin, Eun Jung Kim, Stefan Szeider and Anders Yeo Conference or Workshop Item (2010)
	A Segmented Topic Model based on the Two-parameter Poisson-Dirichlet Process Lan Du, Wray Buntine and H Jin Conference or Workshop Item (2010)
	A Survey on the Role of Negation in Sentiment Analysis Michael Wiegand, Alexandra Balahur, Benjamin Roth, Andres Montoyo and Dietrich Klakow Conference or Workshop Item (2010)
	Accurate Visual Word Construction using a Supervised Approach Basura Fernando, Elisa Fromont, Damien Muselet and Marc Sebban Conference or Workshop Item Item not available online. (2010)
	Active learning for constrained dirichlet process mixture models A Vlachos, Zoubin Ghahramani and T Briscoe Conference or Workshop Item (2010)
	Adapting preshaped grasping movements using vision descriptors Oliver Kroemer, Renaud Detry, Justus Piater and Jan Peters Conference or Workshop Item Item not available online. (2010)
	Allen's Hourglass: probabilistic treatment of interval relations Sergios Petridis, Georgios Paliouras and Stavros J. Perantonis Conference or Workshop Item (2010)
	Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs NM Schmidt, Benjamin Blankertz and MS Treder Conference or Workshop Item (2010)
	An Alternative Prior Process for Nonparametric Bayesian Clustering Hanna Wallach, Shane Jensen, Lee Dicker and Katherine Heller Conference or Workshop Item Item not available online. (2010)
	An inverse power method for nonlinear eigenproblems with applications in 1-spectral clustering and sparse PCA Matthias Hein and Thomas Buehler Conference or Workshop Item (2010)
	Analysis of large two-mode networks : extended abstract Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (2010)
	Analysis of SVM with Indefinite Kernels Yiming Ying, Colin Campbell and Mark Girolami Conference or Workshop Item Item not available online. (2010)
	Approximate Dynamic Programming with Affine ADDs Scott Sanner, W Uther and KV Delgado Conference or Workshop Item (2010)
	Approximate inference in continuous time Gaussian-Jump processes Manfred Opper, Andreas Ruttor and Guido Sanguinetti Conference or Workshop Item Item not available online. (2010)
	Assessing the Challenge of Fine-grained Named Entity Recognition and Classification Asif Ekbal, Eva Sourjikova, Anette Frank and Simone Ponzetto Conference or Workshop Item Item not available online. (2010)
	Attenuation Correction for Whole Body PET/MR: Quantitative Evaluation and Lung Attenuation Estimation with Consistency Information Ilja Bezrukov, Matthias Hofmann, Philip Aschoff, Thomas Beyer, Frederic Mantlik, Bernd J. Pichler and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2010)
	Autoregressive independent process analysis with missing observations Zoltan Szabo Conference or Workshop Item Item availablity restricted. (2010)
	Autoregressive independent process analysis with missing observations Zoltan Szabo Conference or Workshop Item Item availablity restricted. (2010)
	Bayesian networks on Dirichlet distributed vectors Wray Buntine, Lan Du and Petteri Nurmi Conference or Workshop Item (2010)
	Bayesian Online Learning for Multi-label and Multi-variate Performance Measures X Zhang, T Graepel and R Herbrich Conference or Workshop Item (2010)
	Best arm identification in multi-armed bandits Jean-Yves Audibert, Sébastien Bubeck and Rémi Munos Conference or Workshop Item (2010)
	Beyond 2D-grids: a dependence maximization view on image browsing Novi Quadrianto, Kristian Kersting, Tinne Tuytelaars and Wray Buntine Conference or Workshop Item (2010)
	Bias-Variance Analysis of ECOC and Bagging Using Neural Nets Cemre Zor, Terry Windeatt and Berrin Yanikoglu Conference or Workshop Item Item not available online. (2010)
	Blocked inference in Bayesian tree substitution grammars Trevor Cohn and Phil Blunsom Conference or Workshop Item (2010)
	Boosting Multi-Task Weak Learners with Applications to Textual and Social Data Jean-Baptiste Faddoul, Boris Chidlovskii, Fabien Torre and Rémi Gilleron Conference or Workshop Item (2010)
	Bootstrapping Supervised Machine-learning Polarity Classifiers with Rule-based Classification Michael Wiegand and Dietrich Klakow Conference or Workshop Item (2010)
	Canonical analysis of individual vocabulary profiling data Tapio Lokki and Kai Puolamäki Conference or Workshop Item Item not available online. (2010)
	Causal discovery for linear cyclic models with latent variables Antti Hyttinen, Frederick Eberhardt and Patrik Hoyer Conference or Workshop Item Item not available online. (2010)
	Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition Somayeh Danafar, Arthur Gretton and Juergen Schmidhuber Conference or Workshop Item Item not available online. (2010)
	ClassCut for Unsupervised Image Segmentation Bogdan Alexe, Thomas Deselaers and Vittorio Ferrari Conference or Workshop Item (2010)
	Clustered pose and nonlinear appearance models for human pose estimation S Johnson and Mark Everingham Conference or Workshop Item (2010)
	Clustering processes Daniil Ryabko Conference or Workshop Item Item not available online. (2010)
	COFFIN: A Computational Framework for Linear SVMs Sören Sonnenburg and Vojtech Franc Conference or Workshop Item (2010)
	Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms Eva Gómez-Ballester, Luisa Mico, Franck Thollard, Jose Oncina and Francisco Moreno-Seco Conference or Workshop Item Item not available online. (2010)
	Combining experiments to discover linear cyclic models with latent variables Frederick Eberhardt, Patrik Hoyer and Richard Scheines Conference or Workshop Item Item not available online. (2010)
	Combining Multiple Kernels by Augmenting the Kernel Matrix Fei Yan, Krystian Mikolajczyk, Josef Kittler and Muhammad Tahir Conference or Workshop Item Item not available online. (2010)
	Combining Wikipedia-Based Concept Models for Cross-Language Retrieval Benjamin Roth and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)
	Comparative study of segmentation of periodic motion data for mobile gait analysis. Aris Valtazanos, Damal Arvind and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (2010)
	Composite Objective Mirror Descent John Duchi, Shai Shalev-Shwartz, Yoram Singer and Ambuj Tewari Conference or Workshop Item (2010)
	Computing EM-based Alignments of Routes and Route Directions as a Basis for Natural Language Generation Michael Roth and Anette Frank Conference or Workshop Item Item not available online. (2010)
	Constrained geodesic trajectory generation on learnt skill manifolds. Ioannis Havoutis and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (2010)
	Construction of Nonparametric Bayesian Models from Parametric Bayes Equations Peter Orbanz Conference or Workshop Item (2010)
	Continuous-Time Belief Propagation Tal El-Hay, Ido Cohn, Nir Friedman and Raz Kupferman Conference or Workshop Item (2010)
	Controlling humanoid robots in topology coordinates. E. Ho, T. Komura, Subramanian Ramamoorthy and Sethu Vijayakumar Conference or Workshop Item Item not available online. (2010)
	Convergence of Least Squares Temporal Difference Methods Under General Conditions Huizhen Yu Conference or Workshop Item Item not available online. (2010)
	Convexity of Proper Composite Binary Losses Mark Reid and Bob Williamson Conference or Workshop Item (2010)
	Copula Processes Andrew Wilson and Zoubin Ghahramani Conference or Workshop Item (2010)
	Cross-Language Retrieval Using Link-Based Language Models Benjamin Roth and Dietrich Klakow Conference or Workshop Item Item not available online. (2010)
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