Year: 2012

Article

	A statistical significance testing approach to mining the most informative set of patterns Jefrey Lijffijt, Panagiotis Papapetrou and Kai Puolamäki Article Item availablity restricted. (19 December 2012)
	Signalling network construction for modelling plant defence response Nada Lavrac, Dragana Miljković, Tjaša Stare, Igor Mozetič, Vid Podpečan, Marko Petek, Kamil Witek, Marina Dermastia and Kristina Gruden Article Item not available online. (18 December 2012)
	Comparison of Mid-Level Feature Coding Approaches And Pooling Strategies in Visual Concept Detection Piotr Koniusz, Fei Yan and Krystian Mikolajczyk Article Item not available online. (14 December 2012)
	Searching for object driven by context Bogdan Alexe and Vittorio Ferrari Article (03 December 2012)
	Transfer learning using a nonparametric sparse topic model Ali Faisal, Jussi Gillberg, Gayle Leen and Jaakko Peltonen Article Item availablity restricted. (01 December 2012)
	A Fast Ranking Algorithm for Predicting Gene Functions in Biomolecular Networks Matteo Re, Marco Mesiti and Giorgio Valentini Article (December 2012)
	Cost-sensitive sequences of Bregman divergences Raul Santos-Rodriguez and Jesus Cid-Sueiro Article Item not available online. (December 2012)
	Hierarchical Optimistic Region Selection driven by Curiosity. Odalric-Ambrym Maillard Article Item not available online. (December 2012)
	Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification Dunja Mladenić, Nenad Tomašev, Milos Radovanović and Mirjana Ivanović Article Item not available online. (December 2012)
	Human - humanoid robot interaction: the 20q game Diego Pardo, Oscar Franco, Joan Saez-Pons, Amara Andres and Cecilio Angulo Article (December 2012)
	Online allocation and homogeneous partitioning for piecewise constant mean-approximation. Alexandra Carpentier and Odalric-Ambrym Maillard Article Item not available online. (December 2012)
	PAC-Bayes Bounds with Data Dependent Priors Emilio Parrado-Hernandez, John Shawe-Taylor, Amiran Ambroladze and Shiliang Sun Article Item not available online. (December 2012)
	PAC-Bayesian Inequalities for Martingales Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor and Peter Auer Article Item not available online. (December 2012)
	Regularized Bundle Methods for Convex and Non-Convex Risks T-M-T Do and T Artières Article Item not available online. (December 2012)
	Structured learning of human interactions in TV shows Alonso Patron, Marcin Marszalek, Ian Reid and Andrew Zisserman Article (December 2012)
	The impact of introducing therapeutic robots in hospital's organization Cecilia Yu Chung-Chang, Marta Diaz and Cecilio Angulo Article (December 2012)
	Boosting an operator-valued kernel autoregressive model to infer gene regulatory networks Néhémy Lim, Yasin \c{S}enbabao\u{g}lu, George Michailidis and Florence d'Alché-Buc Article Item availablity restricted. (15 November 2012)
	Emergence of Complex Computational Structures From Chaotic Neural Networks Through Reward-Modulated Hebbian Learning Gregor Hörzer, Robert Legenstein and Wolfgang Maass Article Item not available online. (11 November 2012)
	Concentration inequalities for order statistics Stephane Boucheron and Maud Thomas Article (01 November 2012)
	Analysis of Extended Baum-Welch and Constrained Optimization for Discriminative Training of HMMs Janne Pylkkönen and Mikko Kurimo Article Item not available online. (November 2012)
	Efficient Tracking of Large Classes of Experts Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item not available online. (November 2012)
	Human Pose Co-Estimation and Applications Marcin Eichner and Vittorio Ferrari Article Item availablity restricted. (November 2012)
	Measuring the objectness of image windows Bogdan Alexe, Thomas Deselaers and Vittorio Ferari Article (November 2012)
	Emergence of dynamic memory traces in cortical microcircuit models through STDP Stefan Klampfl and Wolfgang Maass Article Item not available online. (29 October 2012)
	Ensemble Segmentation Using Efficient Integer Linear Programming Amir Alush and Jacob Goldberger Article (13 October 2012)
	Image Analysis for Cosmology: Results from the GREAT10 Star Challenge Thomas Kitching, Barnaby Rowe, M Gill, C Heymans, R Massey, D Witherick, F Courbin, K Georgatzis, M Gentile, D Gruen, M Kilbinger, G L Li, A P Mariglis, G Meylan, A Storkey and B Xin Article (06 October 2012)
	Focused multi-task learning in a Gaussian process framework Gayle Leen, Jaakko Peltonen and Samuel Kaski Article Item availablity restricted. (01 October 2012)
	Optimal regret bounds for selecting the state representation in reinforcement learning. Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner and Daniil Ryabko Article (01 October 2012)
	Efficient Learning with Partially Observed Attributes Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Article (October 2012)
	Empirical portfolio selection strategies with proportional transaction cost Laszlo Gyorfi and Harro Walk Article Item not available online. (October 2012)
	Oger: Modular Learning Architectures For Large-Scale Sequential Processing David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers and Dejan Pecevski Article Item not available online. (October 2012)
	Regeneration-associated WNT signaling is activated in long-term reconstituting AC133bright acute myeloid leukemia cells Alessandro Beghini, Francesca Corlazzoli, Luca Del Giacco, Matteo Re, Francesca Lazzaroni, Matteo Brioschi, Giorgio Valentini, Fulvia Ferrazzi, Anna Ghilardi, Marco Righi, Mauro Turrini, Marco Mignardi, Clara Cesana, Vincenzo Bronte, Mats Nilsson, Enrica Morra and Roberto Cairoli Article (October 2012)
	Sequential approaches for learning datum-wise sparse representations Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux and Patrick Gallinari Article Item not available online. (October 2012)
	Contrasting subgroup discovery Nada Lavrac, Laura Langohr, Vid Podpečan, Marko Petek, Igor Mozetič, Kristina Gruden and Hannu Toivonen Article Item not available online. (22 September 2012)
	The role of feedback in morphological computation with compliant bodies Helmut Hauser, Auke Ijspeert, Rudolf Fuechslin, Rolf Pfeiffer and Wolfgang Maass Article Item not available online. (06 September 2012)
	Minimax strategy for stratified sampling for Monte Carlo Alexandra Carpentier, Rémi Munos and András Antos Article Item not available online. (02 September 2012)
	Cancer module genes ranking using kernelized score functions Matteo Re and Giorgio Valentini Article (September 2012)
	Learning substitutable binary plane graph grammars Rémi Eyraud, Jean-Christophe Janodet and Tim Oates Article (September 2012)
	Linear regression with random projections. Odalric-Ambrym Maillard and Rémi Munos Article (September 2012)
	Multi-task Regression using Minimal Penalties Mathieu Solnon, Sylvain Arlot and Francis Bach Article Item not available online. (September 2012)
	Multimedia Semantics: Interactions Between Content and Community Hari Sundaram, Lexing Xie, Munmun De Choudhury, Yu-Ru Lin and Apostol Natsev Article (September 2012)
	Results of the PAutomaC Probabilistic Automaton Learning Competition Sicco Verwer, Rémi Eyraud and Colin de la Higuera Article (September 2012)
	Semi-Supervised Apprenticeship Learning Michal Valko, Mohammad Ghavamzadeh and Alessandro Lazaric Article (September 2012)
	Weakly Supervised Localization and Learning with Generic Knowledge Thomas Deselaers, Bogdan Alexe and Vittorio Ferrari Article (September 2012)
	GIS technology as an environment for testing an advanced mathematical model for optimization of road maintenance Tomaž Kramberger, Janez Žerovnik, Gregor Štrubelj and Klemen Prah Article Item not available online. (27 August 2012)
	Linear space direct pattern sampling using coupling from the past Mario Boley, Sandy Moens and Thomas Gärtner Article Item not available online. (12 August 2012)
	Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search—Extreme Learning Machine Approach I Landa, E. Ortiz, S. Salcedo, M.J. Segovia, S. Gil, M. Miranda, Jose Leiva-Murillo and J. Del Ser Article Item not available online. (August 2012)
	Nowcasting the mood of the nation Thomas Lansdall-Welfare, Vasileios Lampos and Nello Cristianini Article Item not available online. (August 2012)
	Optimally-Weighted Herding is Bayesian Quadrature Ferenc Huszar and David Duvenaud Article Item not available online. (August 2012)
	Supervised Learning in Multilayer Spiking Neural Networks Ioana Sporea and Andre Gruning Article Item not available online. (August 2012)
	Explicit modeling of human-object interactions in realistic videos Alessandro Prest, Vittorio Ferrari and Cordelia Schmid Article Item not available online. (25 July 2012)
	Gaze shift behavior on video as composite information foraging Giuseppe Boccignone and Mario Ferraro Article Item not available online. (21 July 2012)
	Feed and fly control of visual scanpaths for foveation image processing Giuseppe Boccignone and Mario Ferraro Article Item availablity restricted. (18 July 2012)
	Efficient Cross-validation for Kernelized Least-Squares Regression with Sparse Basis Expansions Tapio Pahikkala, Hanna Suominen and Jorma Boberg Article (08 July 2012)
	A log square average case algorithm to make insertions in fast similarity search Luisa Mico and Jose Oncina Article Item not available online. (01 July 2012)
	Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference Matteo Re, Giorgio Valentini and Nicolò Cesa-Bianchi Article (July 2012)
	High Gamma-Power Predicts Performance in Sensorimotor-Rhythm Brain-Computer Interfaces Moritz Grosse-Wentrup and Bernhard Schölkopf Article (19 June 2012)
	A quantitative analysis of information about past and present stimuli encoded by spikes of A1 neurons Stefan Klampfl, Stephen David, Pingbo Yin, Shihab Shamma and Wolfgang Maass Article Item not available online. (13 June 2012)
	Nonparametric Bayesian clustering via infinite warped mixture models Tomoharu Iwata, David Duvenaud and Zoubin Ghahramani (alternate email address test) Article (11 June 2012)
	A methodology for mining document-enriched heterogeneous information networks Nada Lavrac, Nejc Trdin and Miha Grčar Article Item not available online. (07 June 2012)
	Probing Real Sensory Worlds of Receivers with Unsupervised Clustering Michael Pfeiffer, Manfred Hartbauer, Alexander Lang, Wolfgang Maass and Heinrich Roemer Article Item not available online. (06 June 2012)
	Semantic subgroup discovery systems and workflows in the SDM-Toolkit Nada Lavrac and Anže Vavpetič Article Item not available online. (04 June 2012)
	A Survey of the Seventh International Planning Competition Amanda Coles, Andrew Coles, Angel Garcia Olaya, Sergio Jimenez, Carlos Linares Lopez, Scott Sanner and Sungwook Yoon Article (01 June 2012)
	Findings of the 2012 Workshop on Statistical Machine Translation Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut and Lucia Specia Article (01 June 2012)
	A survey of state merging strategies for DFA identification in the limit. Cristina Tirnauca Article Item not available online. (June 2012)
	Efficient Multi-Camera Vehicle Detection, Tracking, and Identification in a Tunnel Surveillance Application R. Rios-Cabrera, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Article Item not available online. (June 2012)
	Mixability is Bayes Risk Curvature Relative to Log Loss Tim van Erven, Mark Reid and Bob Williamson Article (27 May 2012)
	Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass Article Item not available online. (11 May 2012)
	PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette and John Shawe-Taylor Article (02 May 2012)
	Computable de Finetti measures Cameron Freer and Daniel Roy Article Item not available online. (May 2012)
	Feature Selection via Dependence Maximization Le Song, Alex Smola, Arthur Gretton, Justin Bedo and Karsten Borgwardt Article Item not available online. (May 2012)
	Globally Optimizing Graph Partitioning Problems Using Message Passing Elad Mezuman and Yair Weiss Article (21 April 2012)
	Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding Andre Gruning and Ioana Sporea Article Item not available online. (18 April 2012)
	Local ordinal contrast pattern histograms for spatiotemporal, lip-based speaker authentication. C Chan, B Goswami, Josef Kittler and William Christmas Article Item not available online. (April 2012)
	Managing Advertising Campaigns - an Approximate Planning approach sertan girgin, Jérémie Mary, Philippe Preux and olivier nicol Article (April 2012)
	Agriculture's Technological Makeover Christian Bauckhage, Kristian Kersting and Albrecht Schmidt Article Item not available online. (April 2012)
	Drug repositioning through pharmacological spaces integration based on networks projections Matteo Re, Marco Mesiti and Giorgio Valentini Article (April 2012)
	Regularized Network-Based Algorithm for Predicting Gene Functions with High-Imbalanced Data Marco Frasca, Alberto Bertoni and Giorgio Valentini Article (April 2012)
	Dimensionality reduction based on nonparametric mutual information Lev Faivishevsky and Jacob Goldberger Article Item not available online. (23 March 2012)
	BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment Asher Stern and Ido Dagan Article Item not available online. (18 March 2012)
	Learning Entailment Relations by Global Graph Structure Optimization Jonathan Berant, Jacob Goldberger and Ido Dagan Article Item not available online. (March 2012)
	2D Articulated Human Pose Estimation and Retrieval in (Almost) Unconstrained Still Images Marcin Eichner, Manuel Marin Jimenez, Andrew Zisserman and Vittorio Ferrari Article (March 2012)
	Audio Inpainting Amir Adler, Valentin Emiya, Maria Jaffari, Michael Elad, Rémi Gribonval and Mark Plumbley Article Item not available online. (March 2012)
	Automated Construction of Low Resolution, Texture-Mapped, Class-Optimal Meshes Ankur Patel and Will Smith Article Item availablity restricted. (March 2012)
	Descriptive matrix factorization for sustainability: Adopting the principle of opposites. Christian Thurau, Kristian Kersting, Mirwaes Wahabzada and Christian Bauckhage Article Item not available online. (March 2012)
	Diagnosing flu symptoms with social media Vasileios Lampos and Nello Cristianini Article Item not available online. (March 2012)
	Dimensionality reduction based on non-parametric mutual information Lev Faivishevsky and Jacob Goldberger Article (March 2012)
	Estimating true brain connectivity from EEG/MEG data invariant to linear and static transformations in sensor space Arne Ewald, Laura Marzetti, Filippo Zappasodi, Frank Meinecke and Guido Nolte Article Item not available online. (March 2012)
	Non-Sparse Multiple Kernel Fisher Discriminant Analysis Fei Yan, Josef Kittler, Krystian Mikolajczyk and Muhammad Tahir Article Item not available online. (March 2012)
	Semi-Supervised Anomaly Detection - Towards Model-Independent Searches of New Physics Mikael Kuusela, Eric Malmi, Risto Orava, Tapani Raiko and Tommi Vatanen Article Item not available online. (March 2012)
	Dimensionality Reduction via Compressive Sensing Junbin Gao, Qinfeng Shi and Tiberio Caetano Article (24 February 2012)
	Image Analysis for Cosmology: Results from the GREAT10 Galaxy Challenge Thomas Kitching, S T Balan, Sarah Bridle, N Cantale, F Courbin, M Gentile, M Gill, S Harmeling, C Heymans, M Hirsch, T Kacprzak, D Kirkby, D Margala, R Massey, P Melchior, G Nurbaeva, K Patton, J Rhodes, Barnaby Rowe, A N Taylor, M Tewes, M Viola, D Witherick, L Voigt, J Young and J Zuntz Article Item not available online. (23 February 2012)
	Online motion recognition using an accelerometer in a mobile device Daniel Fuentes, Luis Gonzalez-Abril, Cecilio Angulo and Juan Antonio Ortega Article Item not available online. (15 February 2012)
	Efficient methods for joint estimation of multiple fundamental frequencies in music signals Antonio Pertusa and José Iñesta Article Item not available online. (14 February 2012)
	ShapePheno: unsupervised extraction of shape phenotypes from biological image collections Theofanis Karaletsos, Oliver Stegle, Christine Dreyer, John Winn and Karsten Borgwardt Article Item not available online. (13 February 2012)
	Feature Extraction for Change-Point Detection using Stationary Subspace Analysis D A J Blythe, Paul Buenau, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (12 February 2012)
	Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection Gavin Brown, Adam Pocock, Ming-Jie Zhao and Mikel Lujan Article (10 February 2012)
	Tighter PAC-Bayes bounds through distribution dependent priors Guy Lever, Francois Laviolette and John Shawe-Taylor Article Item not available online. (10 February 2012)
	What's in a Hashtag? Content based Prediction of the Spread of Ideas in Microblogging Communities Oren Tsur and Ari Rappoport Article (07 February 2012)
	On codecell convexity of optimal multiresolution scalar quantizers for continuous sources András Antos Article Item not available online. (06 February 2012)
	Emergence of optimal decoding of population coding through STDP Stefan Habenschuss, Helmut Puhr and Wolfgang Maass Article Item not available online. (01 February 2012)
	Forecasting with Twitter Data Marta Arias, Argimiro Arratia and Ramon Xuriguera Article Item not available online. (01 February 2012)
	Modulation of Corticomuscular Coherence by peripheral stimuli Zoran Cvetkovic, Verity / M McClelland and Kerry / R Mills Article Item not available online. (February 2012)
	Optimal control as a graphical model inference problem Bert Kappen, Vicenc Gomez and Manfred Opper Article Item not available online. (February 2012)
	Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning Matthias Rupp, Alexandre Tkatchenko, Klaus-Robert Müller and O. Anatole von Lilienfeld Article Item not available online. (31 January 2012)
	Fine-Grained Emotion Detection in Suicide Notes: A Thresholding Approach to Multi-Label Classification Kim Luyckx, Frederik Vaassen, Claudia Peersman and Walter Daelemans Article (31 January 2012)
	Information-Theoretic Linear Feature Extraction based on Kernel Density Estimators: A Review Jose Leiva-Murillo and Antonio Artés-Rodríguez Article (31 January 2012)
	Towards a theoretical foundation for morphological computation with compliant bodies. Helmut Hauser, Auke Ijspeert, Rudolf Fuechslin, Rolf Pfeiffer and Wolfgang Maass Article Item not available online. (31 January 2012)
	Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning Zhuoran Wang, Anoop Shah, A. Rosemary Tate, Spiros Denaxas, John Shawe-Taylor and Harry Hemingway Article (19 January 2012)
	Efficient Search for Transformation-based Inference Asher Stern, Roni Stern, Ido Dagan and Ariel Felner Article Item not available online. (15 January 2012)
	An unsupervised data projection that preserves the cluster structure Lev Faivishevsky and Jacob Goldberger Article Item not available online. (10 January 2012)
	A case study on Meta-Generalizing: a Gaussian Processes approach Grigorios Skolidis and Guido Sanguinetti Article Item not available online. (January 2012)
	A Unified Framework for Multimodal Biometric Fusion Incorporating Quality Measures Norman Poh and Josef Kittler Article (January 2012)
	Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence Sohan Seth and Jose Principe Article Item not available online. (January 2012)
	Estimating the number of segments for improving dialogue act labelling† Vicent Tamarit, Carlos David Martínez-Hinarejos and José Miguel Benedí Article Item not available online. (January 2012)
	Fuzzy expert system for the detection of episodes of poor water quality through continuous measurement Cecilio Angulo, Joan Cabestany, Pablo Rodríguez, Montserrat Batlle, Antonio González and Sergio de Campos Article Item not available online. (January 2012)
	Gradient-based boosting for statistical relational learning: The relational dependency network case Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann and Jude Shavlik Article Item not available online. (January 2012)
	Bridging concept identification for constructing information networks from text documents Nada Lavrac, Matjaž Juršič, Borut Sluban, Bojan Cestnik and Miha Grčar Article Item not available online. (2012)
	ICML Exploration & Exploitation challenge: Keep it simple! olivier nicol, Jérémie Mary and Philippe Preux Article Item not available online. (2012)
	Online detection of error-related potentials boosts the performance of mental typewriters NM Schmidt, B Blankertz and MS Treder Article Item not available online. (2012)
	1-local 7/5-competitive algorithm for multicoloring hexagonal graphs Petra Šparl, Rafeł Witkowski and Janez Žerovnik Article Item not available online. (2012)
	3D shape estimation in video sequences provides high precision evaluation of facial expressions Laszlo Jeni, András Lorincz, Tamas Nagy, Zsolt Palotai, Judit Sebok, Zoltan Szabo and Daniel Takacs Article Item availablity restricted. (2012)
	3D shape estimation in video sequences provides high precision evaluation of facial expressions Laszlo Jeni, András Lorincz, Tamas Nagy, Zsolt Palotai, Judit Sebok, Zoltan Szabo and Daniel Takacs Article Item availablity restricted. (2012)
	A critical assessment of connectivity measures for EEG data: a simulation study Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller and Guido Nolte Article Item availablity restricted. (2012)
	A framework for semantic enrichment of sensor data Dunja Mladenić and Alexandra Moraru Article Item not available online. (2012)
	A Game-Theoretic Approach to Hypergraph Clustering Samuel Rota Bulo' and Marcello Pelillo Article (2012)
	A Kernel Two-Sample Test A Gretton, K Borgwardt, M Rasch, Bernhard Schölkopf and A Smola Article Item not available online. (2012)
	A Learning to Rank framework applied to text-image retrieval. David Buffoni, Sabrina Tollari and Patrick Gallinari Article Item not available online. (2012)
	A linear time algorithm for 7-[3]coloring triangle-free hexagonal graphs. Petra Šparl, Rafał Witkowski and Janez Žerovnik Article Item not available online. (2012)
	A Novel Approach to the Problem of Non-uniqueness of the Solution in Hierarchical Clustering Isabella Cattinelli, Giorgio Valentini, Eraldo Palesu and Alberto Borghese Article (2012)
	A Real-Time Deformable Detector Karim Ali, Francois Fleuret, David Hasler and Pascal Fua Article Item not available online. (2012)
	A Word-Based Naïve Bayes Classifier for Confidence Estimation in Speech Recognition Alberto Sanchis, Alfons Juan and Enrique Vidal Article Item not available online. (2012)
	Affine Independent Variational Inference Edward Challis and David Barber Article Item not available online. (2012)
	Algorithms for Maximum-Likelihood Bandwidth Selection in Kernel Density Estimators Jose Leiva-Murillo and Antonio Artés-Rodríguez Article (2012)
	An end-to-end machine learning system for harmonic analysis of music Yizhao Ni, Matt McVicar, Raúl Santos-Rodríguez and Tijl De Bie Article (2012)
	An experimental comparison of some heuristics for cardinality constrained bin packing problem Maja Remic, Gašper Žerovnik and Janez Žerovnik Article Item not available online. (2012)
	An iterative multimodal framework for the transcription of handwritten historical documents Vicent Alabau, Carlos David Martínez-Hinarejos, Verónica Romero and Antonio Lagarda Article Item not available online. (2012)
	An online brain–computer interface based on shifting attention to concurrent streams of auditory stimuli NJ Hill and Bernhard Schölkopf Article Item not available online. (2012)
	Analysis of multiple exposures in the case-crossover design via sparse conditional likelihood M. Avalos, Yves Grandvalet, N. Duran Adroher, L. Orriols and E. Lagarde Article Item not available online. (2012)
	Analysis of the IJCNN 2011 UTL challenge Isabelle Guyon, Gideon Dror, Vincent Lemaire, Danny Silver, Graham Taylor and David Aha Article Item availablity restricted. (2012)
	Automatic removal of ocular artifacts using adaptive filtering and Independent Component Analysis for EEG data C. Guerrero-Mosquera and Angel Navia-Vazquez Article Item availablity restricted. (2012)
	Bayesian Cointegration Chris Bracegirdle and David Barber Article Item not available online. (2012)
	Bimodal versus unimodal: Does bimodal stimulus presentation increase usable ERP components for BCI performance? Marieke Thurlings, Anne-Marie Brouwer, Jan van Erp, Benjamin Blankertz and Peter Werkhoven Article Item not available online. (2012)
	Bisociative knowledge discovery by literature outlier detection Nada Lavrac, Ingrid Petrič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
	Bisociative literature mining by ensemble heuristics Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
	Blind Retrospective Motion Correction of MR Images A Loktyushin, H Nickisch, R Pohmann and Bernhard Schölkopf Article Item not available online. (2012)
	Bringing Representativeness into Social Media Monitoring and Analysis Michael Kaschesky, Pawel Sobkowicz, José Miguel Hernánez Lobato, Guillaume Bouchard, Cedric Archambeau, Nicolas Scharioth, Robert Manchin, Adrian Gschwend and Reinhard Riedl Article Item availablity restricted. (2012)
	ClowdFlows : a cloud based scientific workflow platform Nada Lavrac, Janez Kranjc and Vid Podpečan Article Item not available online. (2012)
	Clustering: Science or Art? Ulrike v. Luxburg, Bob Williamson and Isabelle Guyon Article (2012)
	Combination of Recursive Least p-Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise Angel Navia-Vazquez and J. Arenas-García Article Item availablity restricted. (2012)
	Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs Suleiman Khan, Ali Faisal, John Patrick Mpindi, Juuso Parkkinen, Tuomo Kalliokoski, Antti Poso Poso, Olli P. Kallioniemi, Krister Wennerberg and Samuel Kaski Article (2012)
	Computing well diagrams for vector fields on R[sup]n Primož Škraba, Amit Patel and Frederic Chazal Article Item not available online. (2012)
	Computing well diagrams for vector fields on R[sup]n Primož Škraba, Amit Patel and Frederic Chazal Article Item not available online. (2012)
	Control-Display Mapping in Brain-Computer Interfaces M Thurlings, J van Erp, AM Brouwer, Benjamin Blankertz and P Werkhoven Article Item not available online. (2012)
	Correction to Stefan Th. Gries' "Dispersions and adjusted frequencies in corpora" Jefrey Lijffijt and Stefan Th. Gries Article Item not available online. (2012)
	Cyclic bundle Hamiltonicity Irena Hrastnik Ladinek and Janez Žerovnik Article Item not available online. (2012)
	Data-Driven Information Retrieval in Heterogeneous Collections of Transcriptomics Data Links SIM2s to Malignant Pleural Mesothelioma Jose Caldas, Nils Gehlenborg, Eeva Kettunen, Ali Faisal, Mikko Rönty, Andrew Nicholson, Sakari Knuutila, Alvis Brazma and Samuel Kaski Article Item not available online. (2012)
	Distributed high dimensional information theoretical image registration via random projections Zoltan Szabo and András Lorincz Article Item not available online. (2012)
	Distributed high dimensional information theoretical image registration via random projections Zoltan Szabo and András Lorincz Article (2012)
	Dynamic policy programming Mohammad Azar and Bert Kappen Article (2012)
	Efficient sparse coding in early sensory processing: lessons from signal recovery András Lorincz, Zsolt Palotai and Gabor Szirtes Article Item availablity restricted. (2012)
	Enhanced performance by a Hybrid NIRS-EEG Brain Computer Interface Siamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller and Benjamin Blankertz Article (2012)
	Evaluating acute medical admissions through emergency departments in Hong Kong: can one adjust for case-mix variation? T H Rainer, Peter Sollich, T Piotrowski, A C C Coolen, B Cheng and C A Graham Article Item not available online. (2012)
	Explaining subgroups through ontologies Nada Lavrac, Anže Vavpetič, Vid Podpečan and Stijn Meganck Article Item not available online. (2012)
	Explicit Length Modelling for Statistical Machine Translation Joan Albert Silvestre, Jesús Andrés-Ferrer and Jorge Civera Article Item not available online. (2012)
	Exploring motion VEPs for gaze-independent communication Sulamith Schaeff, Matthias S Treder, Bastian Venthur and Benjamin Blankertz Article (2012)
	Exploring the power of outliers for cross-domain literature mining Nada Lavrac, Borut Sluban, Matjaž Juršič and Bojan Cestnik Article Item not available online. (2012)
	Face recognition from caption-based supervision Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid Article (2012)
	Fast Human Pose Detection Using Randomized Hierarchical Cascades of Rejectors Grégory Rogez, Jonathan Rihan, Carlos Orrite-Uruñuela and Philip Torr Article (2012)
	Fixed-parameter tractability of satisfying beyond the number of variables R. Crowston, G. Gutin, M. Jones, V. Raman, S. Saurabh and A. Yeo Article Item not available online. (2012)
	Formulas for various domination numbers of products of paths and cycles. Polona Pavlič and Janez Žerovnik Article Item not available online. (2012)
	Gaussian mixture model of heart rate variability Tommaso Costa, Giuseppe Boccignone and Mario Ferraro Article (2012)
	Generation of various classes of trivalent graphs Tomaž Pisanski, Nico van Cleemput and Gunnar Brinkmann Article Item not available online. (2012)
	GLIDE: GPU-Based Linear Regression for Detection of Epistasis T Kam-Thong, C-A Azencott, L Cayton, B Pütz, A Altmann, N Karbalai, PG Sämann, Bernhard Schölkopf, B Müller-Myhsok and KM Borgwardt Article Item not available online. (2012)
	Good edit similarity learning by loss minimization Aurélien Bellet, Amaury Habrard and Marc Sebban Article (2012)
	Graph Transduction as a Noncooperative Game Aykut Erdem and Marcello Pelillo Article Item not available online. (2012)
	Hamilton cycles in (2, odd, 3)-Cayley graphs Dragan Marušič, Klavdija Kutnar, Aleksander Malnič and Henry Glover Article Item not available online. (2012)
	Hamiltonian cycles in Cayley graphs whose order has few prime factors Dragan Marušič, Klavdija Kutnar, D. W. Morris, Joy Morris and Primož Šparl Article Item not available online. (2012)
	High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces M Grosse-Wentrup and Bernhard Schölkopf Article Item not available online. (2012)
	High order parametric polynomial approximation of quadrics in R [sup] d Gašper Jaklic, Jernej Kozak, Marjetka Krajnc, Vito Vitrih and Emil Žagar Article Item not available online. (2012)
	How the initialization affects the stability of the k-means algorithm Sebastien Bubeck, Marina Meila and Ulrike v. Luxburg Article Item not available online. (2012)
	Hypergraph Based Information-theoretic Feature Selection Zhihong Zhang and Edwin Hancock Article Item not available online. (2012)
	ICML2011 Unsupervised and Transfer Learning Workshop Daniel Silver, Isabelle Guyon, Graham Taylor, Vincent Lemaire and Gideon Dror Article (2012)
	Identifying differentially expressed transcripts from RNA-seq data with biological variation Peter Glaus, Antti Honkela and Magnus Rattray Article Item availablity restricted. (2012)
	Identifying fragments of natural speech from the listener's MEG signals Miika Koskinen, Jaakko Viinikanoja, Arto Klami, Samuel Kaski and Riitta Hari Article Item not available online. (2012)
	Information-geometric approach to inferring causal directions D Janzing, J Mooij, K Zhang, J Lemeire, J Zscheischler, P Daniušis, B Steudel and Bernhard Schölkopf Article Item not available online. (2012)
	Inverse Random Under Sampling for Class Imbalance Problem and its Application to Multilabel Classification Muhammad Tahir, Josef Kittler and Fei Yan Article Item not available online. (2012)
	Iterative Multi-label Multi-relational Classification Algorithm for complex social networks stephane peters, Yann Jacob, Ludovic Denoyer and Patrick Gallinari Article Item not available online. (2012)
	Kernel Entropy Based Unsupervised Spectral Feature Selection Zhihong Zhang and Edwin Hancock Article Item not available online. (2012)
	Kernel Multivariate Analysis Framework for Supervised Subspace Learning Jerónimo Arenas-Garcia, Kaare B. Petersen, Gustavo Camps-Valls and Lars K. Hansen Article Item not available online. (2012)
	Lagrange geometric interpolation by rational spatial cubic Bézier curves Gašper Jaklic, Jernej Kozak, Vito Vitrih and Emil Žagar Article Item not available online. (2012)
	Large Margin Filterin Rémi Flamary, Devis Tuia, Gustavo Camps Valls and Alain Rakotomamonjy Article Item not available online. (2012)
	Latent space segmentation for mobile gait analysis Aris Valtazanos, DK Arvind and Subramanian Ramamoorthy Article Item not available online. (2012)
	Learning about Canonical Views from Internet Image Collections Elad Mezuman and Yair Weiss Article (2012)
	Learning the experts for online sequence prediction Amir Globerson, Shai Shalev-Shwartz and Aharon Birnbaum Article Item not available online. (2012)
	Learning with stochastic inputs and adversarial outputs Alessandro Lazaric and Rémi Munos Article Item not available online. (2012)
	Linear regression with random projections Odalric-Ambrym Maillard and Rémi Munos Article Item not available online. (2012)
	Machine learning for first-order theorem proving: learning to select a good heuristic James Bridge, Sean Holden and Lawrence Paulson Article Item not available online. (2012)
	Minimax PAC-bounds on the sample complexity of reinforcement learning with a generative model Mohammad Gheshlaghi Azar, Rémi Munos and Hilbert Kappen Article Item not available online. (2012)
	Mining Poly-regions in DNA Panagiotis Papapetrou, Gary Benson and George Kollios Article Item not available online. (2012)
	Modeling regular polysemy: A study of the semantic classification of Catalan adjectives Gemma Boleda, Sabine Schulte im Walde and Badia Toni Article Item not available online. (2012)
	Modeling the Spatial Layout of Images Beyond Spatial Pyramids Jorge Sanchez, Florent Perronnin and Teo de Campos Article Item not available online. (2012)
	Modeling the Spatial Layout of Images Beyond Spatial Pyramids Jorge Sanchez, Florent Perronnin and Teo de Campos Article (2012)
	Modelling a biological system : network creation by triplet extraction from biological literature Nada Lavrac, Dragana Miljković, Vid Podpečan, Miha Grčar, Kristina Gruden, Tjaša Stare, Marko Petek and Igor Mozetič Article Item not available online. (2012)
	MR-based PET Attenuation Correction for PET/MR Imaging I Bezrukov, F Mantlik, H Schmidt, Bernhard Schölkopf and BJ Pichler Article Item not available online. (2012)
	Multimodal Computer-Assisted Transcription of Text Images at Character-level Interaction Daniel Martín-Albo Simón, Verónica Romero, Alejandro Toselli and Enrique Vidal Article Item not available online. (2012)
	nhanced Adaptive Volterra Filtering by Automatic Attenuation of Memory Regions and Its Application to Acoustic Echo Cancellation Luis A. Azpicueta-Ruiz, Marcus Zeller, Aníbal R. Figueiras-Vidal, Walter Kellermann and Jerónimo Arenas-Garcia Article Item availablity restricted. (2012)
	Note on Large Subsets of Binary Vectors with Similar Distances G. Gutin and M. Jones Article Item not available online. (2012)
	On connectedness and hamiltonicity of direct graph bundles. Irena Hrastnik Ladinek and Janez Žerovnik Article Item not available online. (2012)
	On cubic non-Cayley vertex-transitive graphs Dragan Marušič, Klavdija Kutnar and Cui Zhang Article Item not available online. (2012)
	On the computational complexity of stochastic controller optimization in POMDPs Nikos Vlassis, Michael Littman and David Barber Article Item not available online. (2012)
	On the Empirical Estimation of Integral Probability Metrics B Sriperumbudur, K Fukumizu, A Gretton, Bernhard Schölkopf and G Lanckriet Article Item not available online. (2012)
	On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off Kar Wai Lim, Scott Sanner and Shengbo Guo Article (2012)
	On the Optimal Decision Rule for Sequential Interactive Structured Prediction Vicent Alabau, Alberto Sanchis and Francisco Casacuberta Article Item not available online. (2012)
	Online adaptation strategies for statistical machine translation in post-editing scenarios Pascual Martínez-Gómez, Germán Sanchis-Trilles and Francisco Casacuberta Article Item not available online. (2012)
	Online detection of error-related potentials boosts the performance of mental typewriters Nico M Schmidt, Benjamin Blankertz and Matthias S Treder Article Item not available online. (2012)
	Online solution of the average cost Kullback-Leibler optimization problem Joris Bierkens, Vicenc Gomez and Bert Kappen Article Item not available online. (2012)
	Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies Julian McAuley, Arnau Ramisa and Tiberio Caetano Article (2012)
	Outlier detection in cross-context link discovery for creative literature mining Nada Lavrac, Ingrid Petrič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
	Parameterized eulerian strong component arc deletion problem on tournaments R. Crowston, G. Gutin, M. Jones and A. Yeo Article (2012)
	Point Process Modelling of the Afghan War Diary Andrew Zammit Mangion, Michael Dewar, visakan kadirkamanathan and Guido Sanguinetti Article Item not available online. (2012)
	Predictive brains: forethought and the levels of explanation Giuseppe Boccignone and Roberto Cordeschi Article Item not available online. (2012)
	Prescription-Drug-Related Risk in Driving: Comparing Conventional and Lasso Shrinkage Logistic Regressions M. Avalos, N. Duran Adroher, E. Lagarde, F. Thiessard, Yves Grandvalet, B. Contrand and L. Orriols Article Item not available online. (2012)
	Prestimulus sensorimotor rhythms influence brain-computer interface classification performance Cecilia CL Maeder, Claudia Sannelli, Stefan Haufe and Benjamin Blankertz Article Item availablity restricted. (2012)
	Probabilistic Consensus Clustering using Evidence Accumulation André Lourenco, Samuel Rota Bulo', Nicola Rebagliati, Ana Fred, Mario Figueiredo and Marcello Pelillo Article (2012)
	Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities Maurizio Filippone, Andre F. Marquand, Camilla R. V. Blain, Steve C. R. Williams, Janaina Mourão-Miranda and Mark Girolami Article (2012)
	Psychological predictors of SMR-BCI performance EM Hammer, S Halder, Benjamin Blankertz, C Sannelli, Thorsten Dickhaus, S Kleih, Klaus-Robert Müller and A Kübler Article Item not available online. (2012)
	Query-Independent Learning to Rank for RDF Entity Search Dunja Mladenić, Blaz Fortuna, Thanh Duc and Lorand Dali Article Item not available online. (2012)
	Random walking on functional interaction networks to rank genes involved in cancer Matteo Re and Giorgio Valentini Article (2012)
	Recognition of on-line handwritten mathematical expressions using 2D stochastic context-free grammars and hidden Markov models Francisco Álvaro, Joan Andreu Sánchez and José Miguel Benedí Article Item not available online. (2012)
	Regret analysis of stochastic and nonstochastic multi-armed bandit problems Sébastien Bubeck and Nicolò Cesa-Bianchi Article (2012)
	Replica theory for learning curves for Gaussian processes on random graphs Matthew Urry and Peter Sollich Article (2012)
	Revisiting the Effect of History on Learning Performance: The Problem of the Demanding Lord George Giannakopoulos and Themis Palpanas Article Item not available online. (2012)
	Roman domination number of the Cartesian products of paths and cycles. Polona Pavlič and Janez Žerovnik Article Item not available online. (2012)
	Semantic Annotation for Textual Entailment Recognition Assaf Toledo, Sophia Katrenko, Stavroula Alexandropoulou, Heidi Klockmann, Asher Stern, Ido Dagan and Yoad Winter Article Item not available online. (2012)
	Semantic annotation for the digital humanities: using Markov logic networks for annotation consistency control Anette Frank, Thomas Bögel, Nils Reiter and Oliver Hellwig Article Item not available online. (2012)
	Semantic subgroup discovery and cross-context linking for microarray data analysis Nada Lavrac, Igor Mozetič, Vid Podpečan, Petka Kralj Novak, Helena Motaln, Marko Petek, Krstina Gruden, Hannu Toivonen and Kimmo Kulovesi Article Item not available online. (2012)
	Semi-Supervised Domain Adaptation with Non-Parametric Copulas David Lopez-Paz, Jose Miguel Hernandez-Lobato and Bernhard Schölkopf Article (2012)
	Sentence Clustering via Projection over Term Clusters Lili Kotlerman, Ido Dagan, Maya Gorodetsky and Ezra Daya Article (2012)
	Separation theorem for independent subspace analysis and its consequences Zoltan Szabo, Barnabas Poczos and András Lorincz Article Item availablity restricted. (2012)
	Separation theorem for independent subspace analysis and its consequences Zoltan Szabo, Barnabas Poczos and András Lorincz Article Item availablity restricted. (2012)
	Sequential approaches for learning datum-wise sparse representations Marion Weller, Ludovic Denoyer, Philippe Preux and Patrick Gallinari Article Item not available online. (2012)
	Shortest path distance in random k-nearest neighbor graphs. International Conference on Machine Learning Morteza Alamgir and Ulrike v. Luxburg Article Item not available online. (2012)
	Simpler multicoloring of triangle-free hexagonal graphs. Ignasi Sau Walls, Petra Šparl and Janez Žerovnik Article Item not available online. (2012)
	Sound sample detection and numerosity estimation using auditory display Hannes Gamper, Christina Dicke, Mark Billinghurst and Kai Puolamäki Article Item availablity restricted. (2012)
	Sparsity with sign-coherent groups of variables via the cooperative-Lasso Julien Chiquet, Yves Grandvalet and Camille Charbonnier Article (2012)
	Speeding Up Syntactic Learning Using Contextual Information Leonor Becerra, Elisa Fromont, Amaury Habrard, Michaël Perrot and Marc Sebban Article (2012)
	Speedy Q-Learning: A Computationally Efficient Reinforcement Learning Algorithm with a Near Optimal Rate of Convergence Mohammad Azar, Remi Munos, M. Ghavamzadach and Bert Kappen Article Item not available online. (2012)
	Stationary Common Spatial Patterns for Brain-Computer Interfacing Wojciech Samek, Carmen Vidaurre, Klaus-Robert Müller and Motoaki Kawanabe Article Item not available online. (2012)
	Statistical machine translation support improves human adjective translation Gerhard Kremer, Matthias Hartung, Sebastian Pado and Stefan Riezler Article Item not available online. (2012)
	Stochastic Optimal Control Methods for Investigating the Power of Morphological Computation Elmar Rückert and Gerhard Neumann Article Item not available online. (2012)
	Submodular Inference of Diffusion Networks from Multiple Trees M Gomez Rodriguez and Bernhard Schölkopf Article Item not available online. (2012)
	Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference Nicolò Cesa-Bianchi, Matteo Re and Giorgio Valentini Article Item not available online. (2012)
	Targeted Retrieval of Gene Expression Measurements Using Regulatory Models Elisabeth Georgii, Jarkko Salojärvi, Mikael Brosché, Jaakko Kangasjärvi and Samuel Kaski Article Item not available online. (2012)
	Testing composite hypotheses about discrete ergodic processes daniil ryabko Article Item not available online. (2012)
	The ESPOSALLES database: An ancient marriage license corpus for off-line handwriting recognition Verónica Romero, Alicia Fornés, Nicolás Serrano, Joan Andreu Sánchez, Alejandro Toselli, Volkmar Frinken and Enrique Vidal Article Item not available online. (2012)
	The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions Sylvain Gelly, Marc Schoenauer, Michele Sebag, Olivier Teytaud, L. Kocsis, David Silver and Csaba Szepesvari Article Item not available online. (2012)
	The rocky road to personalized medicine: computational and statistical challenges Jukka Corander, Tero Aittokallio, Samuli Ripatti and Samuel Kaski Article Item not available online. (2012)
	The Role of Universal Constraints in Language Acquisition Veronica Dahl, Emilio Miralles and Leonor Becerra Article Item not available online. (2012)
	Towards a Direct Measure of Video Quality Perception using EEG Simon Scholler, Sebastian Bosse, Matthias S Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller and Thomas Wiegand Article Item not available online. (2012)
	Towards a Direct Measure of Video Quality Perception using EEG S Scholler, S Bosse, MS Treder, B Blankertz, G Curio, KR Müller and T Wiegand Article Item not available online. (2012)
	Tree-structured CRF Models for Interactive Image Labeling Thomas Mensink, Jakob Verbeek and Gabriela Csurka Article Item not available online. (2012)
	Variational Estimation in Spatiotemporal Systems from Continuous and Point-Process Observations Andrew Zammit Mangion, Guido Sanguinetti and visakan kadirkamanathan Article Item not available online. (2012)

Book

	Proceedings of the Fifth Workshop on Information Theoretic Methods in Science and Engineering (WITMSE 2012) Book Item not available online. (December 2012)
	Recent Advances in Reinforcement Learning - 9th European Workshop, EWRL 2011 Scott Sanner and Marcus Hutter Book (01 June 2012)
	Machine Learning for Financial Engineering Book Item not available online. (March 2012)

Book Section

	Uniform sampling of rotations for discrete and continuous learning of 2d shape models Xavier Perez-Sala, Laura Igual, Sergio Escalera and Cecilio Angulo Book Section Item not available online. (December 2012)
	Toward Energy-Aware Scheduling Using Machine Learning Josep Berral, Íñigo Goiri, Ramon Nou, Ferran Julià, J.Oriol Fitó, Jordi Guitart, Ricard Gavaldà and Jordi Torres Book Section Item not available online. (21 August 2012)
	Premodifying -ing participles in the parsed BNC Turo Vartiainen and Jefrey Lijffijt Book Section (01 August 2012)
	MUSIC GENRE CLASSIFICATION BASED ON DYNAMICAL MODELS Alberto Garcia-Duran, Jeronimo Arenas-Garcia, Dario Garcia-Garcia and Emilio Parrado-Hernandez Book Section Item availablity restricted. (07 February 2012)
	Adjectives as saturators vs. modifiers: Statistical evidence Gemma Boleda, Stefan Evert, Berit Gehrke and Louise McNally Book Section Item not available online. (2012)
	Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses Stefan Haufe, Vadim Nikulin and Michail Vrettas Book Section Item availablity restricted. (2012)
	Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses S Haufe, V Nikulin and G Nolte Book Section Item not available online. (2012)
	Anomaly detection and knowledge transfer in automatic sports video annotation Ibrahim Almajai, Fei Yan, Teo de Campos, Aftab Khan, William Christmas, David Windridge and Josef Kittler Book Section (2012)
	BCI applications for the general population Benjamin Blankertz, Michael Tangermann and Klaus-Robert Müller Book Section Item not available online. (2012)
	Density-Based Set Enumeration in Structured Data Elisabeth Georgii and Koji Tsuda Book Section Item not available online. (2012)
	Distributional semantics in technicolor Elia Bruni, Gemma Boleda and Marco Baroni Book Section Item not available online. (2012)
	EEG signal processing for epilepsy disease C. Guerrero-Mosquera, A. Malanda-Trigueros and Angel Navia-Vazquez Book Section Item availablity restricted. (2012)
	First order vs. higher order modification in distributional semantics Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally Book Section Item not available online. (2012)
	Formal Grammars and Languages Leonor Becerra, Gemma Bel-Enguix, M. Dolores Jiménez-López and Carlos Martín-Vide Book Section Item not available online. (2012)
	Kernel methods in medical imaging G Charpiat, M Hofmann and Bernhard Schölkopf Book Section Item not available online. (2012)
	Probability Theory in Machine Learning Martin Anthony Book Section Item not available online. (2012)
	Regular polysemy: a distributional model Gemma Boleda, Sebastian Pado and Jason Utt Book Section Item not available online. (2012)
	Semantics in computational lexicons Anette Frank and Sebastian Pado Book Section Item not available online. (2012)
	The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning Marius Kloft and Gilles Blanchard Book Section (2012)
	Towards common-sense reasoning via conditional simulation: Legacies of Turing in Artificial Intelligence Cameron Freer, Daniel Roy and Joshua Tenenbaum Book Section Item not available online. (2012)

Conference or Workshop Item

	Identification of OCD-relevant brain areas through Multivariate Feature Selection Emilio Parrado-Hernandez, Vanessa Gomez-Verdejo, Manel Martinez-Ramon, P Alonso, J Pujol, J.M. Menchon, N. Cardoner and Carles Soriano-Mas Conference or Workshop Item Item availablity restricted. (17 December 2012)
	Scalable optimization of neighbor embedding for visualization Zhirong Yang, Jaakko Peltonen and Samuel Kaski Conference or Workshop Item Item availablity restricted. (15 December 2012)
	Images as Context in Statistical Machine Translation Iacer Calixto, Teo de Campos and Lucia Specia Conference or Workshop Item (14 December 2012)
	A Two-stage Pretraining Algorithm for Deep Boltzmann Machines KyungHyun Cho, Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item Item not available online. (08 December 2012)
	Optimal Computational Trade-Off of Inexact Proximal Methods Pierre Machart, Sandrine Anthoine and Luca Baldassarre Conference or Workshop Item (07 December 2012)
	Online Regret Bounds for Undiscounted Continuous Reinforcement Learning Ronald Ortner and Daniil Ryabko Conference or Workshop Item Item not available online. (06 December 2012)
	Collaborative Gaussian Processes for Preference Learning Neil Houlsby, José Miguel Hernánez Lobato, Ferenc Huszar and Zoubin Ghahramani (alternate email address test) Conference or Workshop Item Item not available online. (03 December 2012)
	Convergence Rate Analysis of MAP Coordinate Minimization Algorithms Ofer Meshi, Tommi Jaakkola and Amir Globerson Conference or Workshop Item (03 December 2012)
	Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints Stefan Habenschuss, Johannes Bill and Bernhard Nessler Conference or Workshop Item Item not available online. (03 December 2012)
	Interpreting Prediction Markets: A Stochastic Approach Rafael Frongillo, Nicolás Della Penna and Mark Reid Conference or Workshop Item (03 December 2012)
	Spectral Learning of General Weighted Automata via Constrained Matrix Completion Borja Balle and Mehryar Mohri Conference or Workshop Item Item not available online. (03 December 2012)
	Symbolic Dynamic Programming for Continuous State and Observation POMDPs Zahra Zamani and Scott Sanner Conference or Workshop Item (03 December 2012)
	Multiple Operator-valued Kernel Learning Hachem Kadri, Alain Rakotomamonjy, Francis Bach and Philippe Preux Conference or Workshop Item Item not available online. (December 2012)
	A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation Aaron Defazio and Tiberio Caetano Conference or Workshop Item (December 2012)
	A Generative Model for Parts-based Object Segmentation Ali Eslami and Christopher Williams Conference or Workshop Item (December 2012)
	A linear time active learning algorithm for link classification Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (December 2012)
	A NONPARAMETRIC BAYESIAN APPROACH TO LEARNING MULTIMODAL INTERACTION MANAGEMENT Zhuoran Wang and Oliver Lemon Conference or Workshop Item Item not available online. (December 2012)
	Bayesian nonparametric modeling of suicide attempts Francisco J. R. Ruiz, Isabel Valera, Carlos Blanco and Fernando Perez-Cruz Conference or Workshop Item (December 2012)
	Bayesian Warped Gaussian Processes Miguel Lazaro-Gredilla Conference or Workshop Item (December 2012)
	Confusion-Based Online Learning and a Passive-Aggressive Scheme Liva Ralaivola Conference or Workshop Item Item not available online. (December 2012)
	Continuous Relaxations for Discrete Hamiltonian Monte Carlo Yichuan Zhang, Charles Sutton, Amos Storkey and Zoubin Ghahramani Conference or Workshop Item (December 2012)
	Controlling Self-Organization and Handling Missing Values in SOM and GTM Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko and Krista Lagus Conference or Workshop Item Item not available online. (December 2012)
	Mixability in statistical learning Tim Erven, van, Peter Grünwald, Mark Reid and Bob Williamson Conference or Workshop Item Item not available online. (December 2012)
	Natural Images, Gaussian Mixtures and Dead Leaves. Daniel Zoran and Yair Weiss Conference or Workshop Item (December 2012)
	On multilabel classification and ranking with partial feedback Claudio Gentile and Francesco Orabona Conference or Workshop Item (December 2012)
	On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking clement Caluzenes, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item Item not available online. (December 2012)
	PAC-Bayesian Learning and Domain Adaptation Pascal Germain, Amaury Habrard, François Laviolette and Emilie Morvant Conference or Workshop Item Item availablity restricted. (December 2012)
	Proper losses for learning from partial labels Jesus Cid-Sueiro Conference or Workshop Item Item availablity restricted. (December 2012)
	Scalable imputation of genetic data with a discrete fragmentation-coagulation process Lloyd Elliott and Yee Whye Teh Conference or Workshop Item Item not available online. (December 2012)
	Supporting User-Defined Functions on Uncertain Data Thanh T. L. Tran, Yanlei Diao, Charles Sutton and Anna Liu Conference or Workshop Item (December 2012)
	Symbolic Dynamic Programming for Continuous State and Observation POMDPs Zahra Zamani, Scott Sanner, Pascal Poupart and Kristian Kersting Conference or Workshop Item Item not available online. (December 2012)
	Bayesian data fusion for geothermal exploration Fabio Ramos, Edwin Bonilla, Simon O'Callaghan, Alistair Reid, William Uther, Malcolm Sambridge and Tim Rawling Conference or Workshop Item (29 November 2012)
	Prediction by Posterior Estimation in Virtual Screening Kitsuchart Pasupa Conference or Workshop Item (21 November 2012)
	Fast Approximate Energy Minimization with Learned State Filters Matthieu Guillaumin and Vittorio Ferrari Conference or Workshop Item Item not available online. (15 November 2012)
	A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation Aaron Defazio and Tiberio Caetano Conference or Workshop Item (10 November 2012)
	Appearance Sharing for Collective Human Pose Estimation Marcin Eichner and Vittorio Ferrari Conference or Workshop Item Item availablity restricted. (05 November 2012)
	Learning curves for multi-task Gaussian process regression Simon R F Ashton and Peter Sollich Conference or Workshop Item (02 November 2012)
	Beyond dataset bias: multi-task unaligned shared knowledge transfer Tatiana Tommasi, Novi Quadrianto, Barbara Caputo and Christoph Lampert Conference or Workshop Item (November 2012)
	Cascading Discriminant and Generative Models for Protein Secondary Structure Prediction Fabienne Thomarat, fabien lauer and Yann Guermeur Conference or Workshop Item Item availablity restricted. (November 2012)
	Comparison of early and late omics data integration for cancer modules gene ranking Matteo Re, Marco Mesiti and Giorgio Valentini Conference or Workshop Item (November 2012)
	Competing with an Infinite Set of Models in Reinforcement Learning Phuong Nguyen, Odalric-Ambrym Maillard, Daniil Ryabko and Ronald Ortner Conference or Workshop Item Item not available online. (November 2012)
	Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel Sébastien Bougleux, François-Xavier Dupé, Luc Brun, Benoît Gaüzère and Myriam Mokhtari Conference or Workshop Item (November 2012)
	The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image K. Rematas, M. Fritz and Tinne Tuytelaars Conference or Workshop Item (November 2012)
	Regret Bounds for Restless Markov Bandits Ronald Ortner Conference or Workshop Item Item not available online. (30 October 2012)
	Analyzing Social Media via Event Facets Zhiyu Wang, Peng Cui, Lexing Xie, Hao Chen, Wenwu Zhu and Shiqiang Yang Conference or Workshop Item (29 October 2012)
	CEECing the baseline: Lexical stability and significant change in a historical corpus Jefrey Lijffijt, Tanja Säily and Terttu Nevalainen Conference or Workshop Item Item not available online. (21 October 2012)
	Improved feature extraction by pyramidal cells through relaxed lateral inhibition Zeno Jonke, Stefan Habenschuss, Robert Legenstein and Wolfgang Maass Conference or Workshop Item Item not available online. (14 October 2012)
	Liquid computing with memory: Cell assembly self-organization through STDP Stefan Klampfl and Wolfgang Maass Conference or Workshop Item Item not available online. (13 October 2012)
	Adaptation of Morpheme-based Speech Recognition for Foreign Entity Names Andre Mansikkaniemi and Mikko Kurimo Conference or Workshop Item Item availablity restricted. (October 2012)
	Augmented attribute representations Viktoriia Sharmanska, Novi Quadrianto and Christoph Lampert Conference or Workshop Item (October 2012)
	AXES at TRECVid 2012: KIS, INS, and MED D. Oneata, M. Douze, J. Revaud, J. Schwenninger, D. Potapov, H. Wang, Z. Harchaoui, Jakob Verbeek, Cordelia Schmid, R. Aly, K. Mcguiness, S. Chen, N. O'Connor, Ken Chatfield, O. Parkhi, R. Arandjelovic, Andrew Zisserman, F. Basura and Tinne Tuytelaars Conference or Workshop Item Item not available online. (October 2012)
	Effective Use of Frequent Itemset Mining for Image Classification Basura Fernando, Elisa Fromont and Tinne Tuytelaars Conference or Workshop Item (October 2012)
	Has my Algorithm Succeeded? An Evaluator for Human Pose Estimators Nataraj Jammalamadaka, Andrew Zisserman, Marcin Eichner, Vittorio Ferrari and C. V Jawahar Conference or Workshop Item Item availablity restricted. (October 2012)
	Learning to Detect Cells Using Non-overlapping Extremal Regions Carlos Arteta, Victor Lempitsky, J. Alison Noble and Andrew Zisserman Conference or Workshop Item (October 2012)
	Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost Thomas Mensink, Jakob Verbeek, Florent Perronnin and Gabriela Csurka Conference or Workshop Item Item not available online. (October 2012)
	Segmentation Propagation in ImageNet Daniel Kuettel, Matthieu Guillaumin and Vittorio Ferrari Conference or Workshop Item (October 2012)
	The Safe Bayesian: learning the learning rate via the mixability gap Peter Grünwald Conference or Workshop Item Item not available online. (October 2012)
	Efficient optimization for data visualization as an information retrieval task Jaakko Peltonen and Konstantinos Georgatzis Conference or Workshop Item Item not available online. (26 September 2012)
	UNSUPERVISED FEATURE SELECTION BASED ON NON-PARAMETRIC MUTUAL INFORMATION Lev Faivishevsky and Jacob Goldberger Conference or Workshop Item (25 September 2012)
	Score-based Bayesian Skill Learning Shengbo Guo, Scott Sanner, Thore Graepel and Wray Buntine Conference or Workshop Item (24 September 2012)
	Quantitative Narrative Analysis of US Elections in International News Media Saatviga Sudhahar, Thomas Lansdall-Welfare, Ilias Flaounas and Nello Cristianini Conference or Workshop Item Item availablity restricted. (20 September 2012)
	CLEFeHealth2012: The CLEF 2012 Workshop on Cross-Language Evaluation of Methods, Applications, and Resources for eHealth Document Analysis Hanna Suominen Conference or Workshop Item (17 September 2012)
	Advanced Topics on Data Stream Mining Albert Bifet, Joao Gama, Ricard Gavaldà, Georg Krempl, Mykola Pechenizkiy, Bernhard Pfahringer, Myra Spiliopoulou and Indrė Žliobaitė Conference or Workshop Item Item not available online. (14 September 2012)
	Improving Recognition and Identification of Facial Areas Involved in Non-verbal Communication by Feature Selection Tim Sheerman-Chase, Eng-Jon Ong, Nicolas Pugeault and Richard Bowden Conference or Workshop Item (12 September 2012)
	Gated Boltzmann Machine in Texture Modeling Tele Hao, Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item Item not available online. (11 September 2012)
	Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts Juha Raitio, Tapani Raiko and Timo Honkela Conference or Workshop Item Item not available online. (11 September 2012)
	Learning Deep Belief Networks from Non-Stationary Streams Roberto Calandra, Tapani Raiko, Federico Montesino Pouzols and Mark P. Deisenroth Conference or Workshop Item Item not available online. (11 September 2012)
	Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a Ball Dimitri Probst, Wolfgang Maass, Henry Markram and Marc-Oliver Gewaltig Conference or Workshop Item Item not available online. (11 September 2012)
	Tikhonov-Type Regularization for Restricted Boltzmann Machines KyungHyun Cho, Alexander Ilin and Tapani Raiko Conference or Workshop Item Item not available online. (11 September 2012)
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	Corpus-based acquisition of German event- and object-denoting nouns Stefan Gorzitze and Sebastian Pado Conference or Workshop Item Item not available online. (2012)
	Corpus-Based Acquisition of Support Verb Constructions for Portuguese Britta Zeller and Sebastian Pado Conference or Workshop Item Item not available online. (2012)
	Cross-domain literature mining : Finding bridging concepts with CrossBee Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Conference or Workshop Item Item not available online. (2012)
	Cross-lingual document retrieval through hub languages Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (2012)
	Cross-lingual named entity extraction and disambiguation Dunja Mladenić and Tadej Stajner Conference or Workshop Item Item not available online. (2012)
	Dependency parser for Slovene Jan Rupnik, Simon Krek and Kaja Dobrovoljc Conference or Workshop Item Item not available online. (2012)
	Descriptor Learning Using Convex Optimisation K Simonyan, Andrea Vedaldi and Andrew Zisserman Conference or Workshop Item (2012)
	Detecting Human Features in Summaries - Symbol Sequence Statistical Normality George Giannakopoulos, Vangelis Karkaletsis and George Vouros Conference or Workshop Item Item not available online. (2012)
	Detection and Clustering of Musical Audio Parts Using Fisher Linear Semi - Discriminant Analysis Theodoros Giannakopoulos and Sergios Petridis Conference or Workshop Item Item not available online. (2012)
	Determining unintelligible words from their textual contexts Balazs Pinter, Gyula Voros, Zsolt Palotai, Zoltan Szabo and András Lorincz Conference or Workshop Item (2012)
	Development of discovery and identification protocol for sensor networks Carolina Fortuna, Matevž Vučnik, Zoltan Padrah and Mihael Mohorčič Conference or Workshop Item Item not available online. (2012)
	Discriminative feature fusion for image classification Basura Fernando, Elisa Fromont, Damien Muselet and Marc Sebban Conference or Workshop Item Item not available online. (2012)
	Diversity through social media Tadej Stajner and Inna Novalija Conference or Workshop Item Item not available online. (2012)
	Dynamic Difficulty for Checkers and Chinese Chess Laurentiu Ilici, Jiaojian Wang, Olana Missura and Thomas Gaertner Conference or Workshop Item (2012)
	Effective Use of Frequent Itemset Mining for Image Classification Basura Fernando, Elisa Fromont and Tinne Tuytelaars Conference or Workshop Item Item not available online. (2012)
	Entailment-based Text Exploration with Application to the Health-care Domain Meni Adler, Jonathan Berant and Ido Dagan Conference or Workshop Item (2012)
	Face Recognition Using Semi-supervised Spectral Feature Selection Zhihong Zhang and Edwin Hancock Conference or Workshop Item Item not available online. (2012)
	Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
	Filter-based Mean-Field Inference for Random Fields with Higher-Order Terms and Product Label-Spaces Vibhav Vineet, Jonathan Warrell and Philip Torr Conference or Workshop Item (2012)
	French and German corpora for audience-based text type classification Todriascu Amalia, Sebastian Pado, Max Kisselew, Jennifer Krisch and Ulrich Heid Conference or Workshop Item Item not available online. (2012)
	Gaussian Processes for time-marked time-series data John P. Cunningham, Zoubin Ghahramani and Carl Edward Rasmussen Conference or Workshop Item (2012)
	Graph Mining for Object Tracking in Videos Fabien Diot, Elisa Fromont, Baptiste Jeudy, Emmanuel Marily and Olivier Martinot Conference or Workshop Item Item not available online. (2012)
	Handwritten Digit Recognition using Edit Distance-Based KNN marc Bernard, Elisa Fromont, Amaury Habrard and Marc Sebban Conference or Workshop Item (2012)
	Hypergraph Based Semi-supervised Learning for Gender Classification Zhihong Zhang, Edwin Hancock and Peng Ren Conference or Workshop Item Item not available online. (2012)
	Hypergraph Spectra for Semi-supervised Feature Selection Zhihong Zhang, Edwin Hancock and Xiao Bai Conference or Workshop Item Item not available online. (2012)
	Improved Initialisation and Gaussian Mixture Pairwise Terms for Dense Random Fields with Mean-field Inference Vibhav Vineet, Jonathan Warrell, Paul Sturgess and Philip Torr Conference or Workshop Item (2012)
	Inducing Crosslingual Distributed Representations of Words Alexandre Klementiev, Ivan Titov and Binod Bhattarai Conference or Workshop Item Item not available online. (2012)
	Inferring covert events in logical metonymies: a probe recognition experiment Alessandra Zarcone, Alessandro Lenci and Sebastian Pado Conference or Workshop Item Item not available online. (2012)
	Influence Maximization in Continuous Time Diffusion Networks M Gomez Rodriguez and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
	Informative Priors for Markov Blanket Discovery Adam Pocock, Mikel Lujan and Gavin Brown Conference or Workshop Item (2012)
	Internals of an aggregated web news feed Blaz Novak and Mitja Trampus Conference or Workshop Item Item not available online. (2012)
	Investigating the Neural Basis of Brain-Computer Interface (BCI)-based Stroke Rehabilitation T Meyer, J Peters, TO Zander, D Brötz, SR Soekadar, Bernhard Schölkopf and M Grosse-Wentrup Conference or Workshop Item Item not available online. (2012)
	Irregularity detection in categorized document corpora Nada Lavrac, Borut Sluban, Senja Pollak and Roel Coesemans Conference or Workshop Item Item not available online. (2012)
	Kernel Entropy Based Unsupervised Spectral Feature Selection Zhihong Zhang and Edwin Hancock Conference or Workshop Item Item not available online. (2012)
	Knowledge discovery using a service oriented web application Nada Lavrac, Janez Kranjc and Vid Podpečan Conference or Workshop Item Item not available online. (2012)
	Latent SVMs for Human Detection with a Locally Affine Deformation Field Lubor Ladicky, Philip Torr and Andrew Zisserman Conference or Workshop Item (2012)
	Learn-and-Optimize: a Parameter Tuning Framework for Evolutionary AI Planning Matthias Brendel and Marc Schoenauer Conference or Workshop Item (2012)
	Learning Compact Class Codes for Fast Inference in Large Multi Class Classification. Moustapha Cisse, Thierry Artieres and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
	Learning discriminative space-time actions from weakly labelled videos Michael Sapienza, Fabio Cuzzolin and Philip Torr Conference or Workshop Item (2012)
	Learning from distributions via support measure machines K Muandet, K Fukumizu, F Dinuzzo and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
	Learning from evolving data streams: online triage of bug reports Grzegorz Chrupala Conference or Workshop Item (2012)
	Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs Shai Shalev-Shwartz and Aharon Birnbaum Conference or Workshop Item (2012)
	Learning Multiple Tasks with Boosted Decision Trees Jean-Baptiste Faddoul, Boris Chidlovskii, Rémi Gilleron and Fabien Torre Conference or Workshop Item Item not available online. (2012)
	Learning Relevance from Natural Eye Movements in Pervasive Interfaces Melih Kandemir and Samuel Kaski Conference or Workshop Item (2012)
	Learning Schema Mappings Victor Dalmau Conference or Workshop Item Item not available online. (2012)
	Link prediction via latent factor BlockModel Sheng Gao, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
	Local Loss Optimization in Operator Models: A New Insight into Spectral Learning Borja Balle, Ariadna Quattoni and Xavier Carreras Conference or Workshop Item (2012)
	Localized Graph-based Feature Selection for Clustering Zhihong Zhang and Edwin Hancock Conference or Workshop Item Item not available online. (2012)
	Locating Changes in Highly Dependent Data with Unknown Number of Change Points Azadeh Khaleghi and Daniil Ryabko Conference or Workshop Item Item not available online. (2012)
	LODifier: Generating linked data from unstructured text Isabelle Augenstein, Sebastian Pado and Sebastian Rudolph Conference or Workshop Item Item not available online. (2012)
	Macroscopes: Models for Collective Decision Making Subramanian Ramamoorthy, Andras Salamon and Rahul Santhanam Conference or Workshop Item Item not available online. (2012)
	Matching Pursuit With Stochastic Selection Thomas Peel, Valentin Emiya, Liva Ralaivola and Sandrine Anthoine Conference or Workshop Item (2012)
	Matrix Pseudoinversion for Image Neural Processing. Rossella Cancelliere, Mario Gai, Thierry Artieres and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
	Minimax number of strata for online stratified sampling given noisy samples Alexandra Carpentier and Rémi Munos Conference or Workshop Item Item not available online. (2012)
	Mobile Texting: Can Post-ASR Correction Solve the Issues? An Experimental Study on Gain vs. Costs Michael Feld, Saaedeh Momtazi, Farina Freigang, Dietrich Klakow and Christian Müller Conference or Workshop Item (2012)
	Model selection in block clustering by the integrated classification likelihood Aurore Lomet, Gérard Govaert and Yves Grandvalet Conference or Workshop Item Item not available online. (2012)
	Modeling covert event retrieval in logical metonymy: probabilistic and distributional accounts Alessandra Zarcone, Jason Utt and Sebastian Pado Conference or Workshop Item Item not available online. (2012)
	Multiclass Learning Approaches: A Theoretical Comparison with Implications Amit Daniely, Sivan Sabato and Shai Shalev-Shwartz Conference or Workshop Item (2012)
	Multilingual document retrieval through hub language Jan Rupnik, Andrej Muhič and Primož Škraba Conference or Workshop Item Item not available online. (2012)
	NARRATOR : system for report generation in natural language Marko Grobelnik and Inna Novalija Conference or Workshop Item Item not available online. (2012)
	Near-Optimal Algorithms for Online Matrix Prediction Elad Hazan, Satyen Kale and Shai Shalev-Shwartz Conference or Workshop Item (2012)
	NewsSearch : search and dynamic re-ranking over news corpora Marko Grobelnik, Blaz Fortuna and Luka Stopar Conference or Workshop Item Item not available online. (2012)
	On Causal and Anticausal Learning Bernhard Schölkopf, D Janzing, J Peters, E Sgouritsa, K Zhang and J Mooij Conference or Workshop Item Item not available online. (2012)
	On Language Acquisition Through Womb Grammars Veronica Dahl, Emilio Miralles and Leonor Becerra Conference or Workshop Item Item not available online. (2012)
	On Language Acquisition through Womb Grammars Veronica Dahl, Emilio Miralles and Leonor Becerra Conference or Workshop Item Item not available online. (2012)
	On the sample Complexity of Reinforcement Learning with a Generative Model Mohammad Azar, Remi Munos and Bert Kappen Conference or Workshop Item (2012)
	Online motion planning for multi-robot interaction using composable reachable sets. Aris Valtazanos and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (2012)
	PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, Francois Laviolette and John Shawe-Taylor Conference or Workshop Item (2012)
	PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification Emilie Morvant, Sokol Koço and Liva Ralaivola Conference or Workshop Item (2012)
	Parallel & scalable zig-zag persistent homology Primož Škraba and Mikael Vejdemo-Johansson Conference or Workshop Item Item not available online. (2012)
	Parameterized Complexity of MaxSat Above Average R. Crowston, G. Gutin, M. Jones, V. Raman and S. Saurabh Conference or Workshop Item (2012)
	Pilot, Rollout and Monte Carlo Tree Search Methods for Combinatorial Optimization Thomas Runarsson, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2012)
	Preference-Based Policy Learning Riad Akrour, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2012)
	Probabilistic extension of Allen’s relations using the Hourglass model Sergios Petridis and Christos-Alexandros Psomas Conference or Workshop Item (2012)
	Putka : A web application in support of computer programming education Mitja Trampus and Jelko Urbančič Conference or Workshop Item Item not available online. (2012)
	Quantifying accuracy of learning via sample width Martin Anthony and Joel Ratsaby Conference or Workshop Item Item not available online. (2012)
	Quantifying Spatiotemporal Dynamics of Twitter Replies to News Feeds Felix Biessmann, Jens-Michalis Papaioannou, Andreas Harth, Matthias L. Jugel, Klaus-Robert Mueller and Mikio Braun Conference or Workshop Item (2012)
	Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. Bruno Pradel, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
	Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database R Köhler, M Hirsch, B Mohler, Bernhard Schölkopf and S Harmeling Conference or Workshop Item Item not available online. (2012)
	Reducing statistical time-series problems to binary classification Daniil Ryabko and Jérémie Mary Conference or Workshop Item Item not available online. (2012)
	Redundancy in Speech Signals and Robustness of Automatic Speech Recognition Jibran Yousfzai, Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (2012)
	Regression for sets of polynomial equations F J Kiraly, Paul Buenau, J S Müller, D A J Blythe, Frank Meinecke and Klaus-Robert Müller Conference or Workshop Item (2012)
	Regret Bounds for Restless Markov Bandits Ronald Ortner, Daniil Ryabko, Remi Munos and Peter Auer Conference or Workshop Item Item not available online. (2012)
	Regular polysemy: a distributional model Gemma Boleda, Sebastian Pado and Jason Utt Conference or Workshop Item Item not available online. (2012)
	Relational and semantic data mining for biomedical research Nada Lavrac and Petra Kralj Novak Conference or Workshop Item Item not available online. (2012)
	Representation Models for Text Classification : a comparative analysis over three Web document types George Giannakopoulos, Petra Mavridi, George Paliouras, George Papadakis and Konstantinos Tserpes Conference or Workshop Item Item availablity restricted. (2012)
	Representation Models for Text Classification : a comparative analysis over three Web document types George Giannakopoulos, Petra Mavridi, Georgios Paliouras, George Papadakis and Konstantinos Tserpes Conference or Workshop Item Item not available online. (2012)
	Risk Averse Multi-Arm Bandits Amir Sani, Alessandro Lazaric and Rémi Munos Conference or Workshop Item Item not available online. (2012)
	Robust multi-class Gaussian process classification Daniel Hernández-Lobato, José Miguel Hernánez Lobato and Pierre Dupont Conference or Workshop Item (2012)
	Scalable Cascade Inference for Semantic Image Segmentation Paul Sturgess, Lubor Ladicky, Nigel Crook and Philip Torr Conference or Workshop Item (2012)
	Searching for in formation in software development projects uisng the alert system Gregor Leban and Luka Stopar Conference or Workshop Item Item not available online. (2012)
	Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy Ilya Loschilov, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2012)
	Semi-Supervised Domain Adaptation with Copulas D Lopez-Paz, JM Hernandez-Lobato and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
	Semi-supervised Semantic Role Labeling: Approaching from an Unsupervised Perspective Ivan Titov and Alexandre Klementiev Conference or Workshop Item Item not available online. (2012)
	Similarity Learning for Provably Accurate Sparse Linear Classification. Aurélien Bellet, Amaury Habrard and Marc Sebban Conference or Workshop Item (2012)
	Simultaneous and proportional control of 2D wrist movements with myoelectric signals JM Hahne, H Rehbaum, F Biessmann, K-R Mueller, N Jiang, D Farina and L Parra Conference or Workshop Item Item not available online. (2012)
	Sparse nonparametric topic model for transfer learning Ali Faisal, Jussi Gillberg, Jaakko Peltonen, Gayle Leen and Samuel Kaski Conference or Workshop Item Item not available online. (2012)
	Spectral Estimation of Conditional Random Graph Models for Large-Scale Network data Antonino Freno, Mikaela Keller, Gemma Garriga and Marc Tommasi Conference or Workshop Item Item not available online. (2012)
	SRF : A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise Katsiarina MIrylenka, George Giannakopoulos and Themis Palpanas Conference or Workshop Item Item not available online. (2012)
	Structured Local Predictors for Image Labelling Samuel Rota Bulo', Peter Kontschieder, Marcello Pelillo and Horst Bischof Conference or Workshop Item (2012)
	Taxonomic Multi-class Prediction and Person Layout using Efficient Structured Ranking Arpit Mittal, Matthew Blaschko, Andrew Zisserman and Philip Torr Conference or Workshop Item (2012)
	The Kernelized Stochastic Batch Perceptron Andrew Cotter, Shai Shalev-Shwartz and Nati Srebro Conference or Workshop Item (2012)
	The representer theorem for Hilbert spaces: a necessary and sufficient condition F Dinuzzo and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
	The web of things Marko Grobelnik and Carolina Fortuna Conference or Workshop Item Item not available online. (2012)
	The web of things : tutorial description Marko Grobelnik and Carolina Fortuna Conference or Workshop Item Item not available online. (2012)
	Thompson sampling: an asymptotically optimal finite time analysis Emilie Kaufmann, Nathaniel Korda and Rémi Munos Conference or Workshop Item Item not available online. (2012)
	Topological analysis of recurrent systems Primož Škraba, Vin de Silva and Mikael Vejdemo-Johansson Conference or Workshop Item Item not available online. (2012)
	Towards a model of formal and informal address in English Manaal Faruqui and Sebastian Pado Conference or Workshop Item Item not available online. (2012)
	Towards building a global oracle : a physical mashup using artificial intelligence technology Dunja Mladenić, Carolina Fortuna, Blaz Fortuna, Alexandra Moraru, Klemen Kenda and Matevž Vučnik Conference or Workshop Item Item not available online. (2012)
	Towards minimax policies for online linear optimization with bandit feedback Sébastien Bubeck, Nicolò Cesa-Bianchi and Sham Kakade Conference or Workshop Item (2012)
	transLectures: Transcription and Translation of Video Lectures Carlos Turró, Alfons Juan, Jorge Civera, Davor Orlic and Mitja Jermol Conference or Workshop Item Item not available online. (2012)
	transLectures: Transcription and Translation of Video Lectures Alfons Juan, Jorge Civera, Jesús Andrés-Ferrer, Nicola Cancedda, Mitja Jermol, Davor Orlic, John Shawe-Taylor, Hermann Ney, Marion Mast and Yota Georgakopoulou Conference or Workshop Item Item not available online. (2012)
	Unsupervised Feature Selection Via Hypergraph Embedding Zhihong Zhang, Edwin Hancock and Peng Ren Conference or Workshop Item Item not available online. (2012)
	Unsupervised Induction of Frame-Semantic Representations Ashutosh Modi, Ivan Titov and Alexandre Klementiev Conference or Workshop Item Item not available online. (2012)
	Unsupervised inference of auditory attention from biosensors Melih Kandemir, Arto Klami, Akos Vetek and Samuel Kaski Conference or Workshop Item Item not available online. (2012)
	Using More Data to Speed-up Training Time Shai Shalev-Shwartz, Ohad Shamir and Eran Tromer Conference or Workshop Item (2012)
	Visual divisive hierarchical clustering using k-means Nada Lavrac, Matic Perovšek and Bojan Cestnik Conference or Workshop Item Item not available online. (2012)

Monograph

	Sample width for multi-category classifiers Martin Anthony and Joel Ratsaby Monograph Item not available online. (November 2012)
	Large Scale Metric Learning for Distance-Based Image Classification Thomas Mensink, Jakob Verbeek, Florent Perronnin and Gabriela Csurka Monograph Item not available online. (September 2012)
	Learning on finite metric spaces Martin Anthony and Joel Ratsaby Monograph Item not available online. (June 2012)
	On voting intentions inference from Twitter content: a case study on UK 2010 General Election Vasileios Lampos Monograph (May 2012)
	Foundations of rule learning Nada Lavrac, Johannes Furnkranz and Dragan Gamberger Monograph Item not available online. (2012)

Other

	V-fold cross-validation and V-fold penalization in least-squares density estimation Sylvain Arlot and Matthieu Lerasle Other (22 October 2012)
	Commentary on "The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators" by F. Hedayati and P. Bartlett Peter Grünwald Other Item not available online. (July 2012)
	Kernel change-point detection Sylvain Arlot, Alain Celisse and Zaid Harchaoui Other (14 February 2012)

Thesis

	Detecting Events and Patterns in Large-Scale User Generated Textual Streams with Statistical Learning Methods Vasileios Lampos Thesis (July 2012)
	Towards Trust-Aware Recommender Systems Alberto Lumbreras Thesis Item not available online. (July 2012)
	A Software system for the microbial source tracking problem David Sànchez-Mendoza Thesis Item not available online. (June 2012)
	Identifying Interactions from Superimposed Signals Frank Meinecke Thesis Item not available online. (16 January 2012)
	Analysis of Probabilistic Inference in Recurrent Networks of Spiking Neurons Sabine Schneider Thesis Item not available online. (January 2012)
	Using twitter as a source of information for time series prediction Ramon Xuriguera Thesis Item not available online. (January 2012)
	Global Learning of Textual Entailment Graphs Jonathan Berant Thesis Item not available online. (2012)
	Group-structured and independent subspace based dictionary learning Zoltan Szabo Thesis (2012)

This list was generated on Tue Jun 18 04:25:51 BST 2013.