PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2007

Article

Analysis of the IJCNN 2007 Agnostic Learning vs. Prior Knowledge Challenge Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley Article Item availablity restricted. (27 December 2007)
Editorial: Information theoretic methods for bioinformatics Jorma Rissanen, Peter Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos and Juho Rousu Article Item availablity restricted. (24 December 2007)
Non-asymptotic resampling-based confidence regions and multiple tests in high dimension Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article (05 December 2007)
Precise eye and mouth localization Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Article Item not available online. (01 December 2007)
A note on n-tuple colourings and circular colourings of planar graphs with large odd girth Petra Šparl and Janez Žerovnik Article Item not available online. (December 2007)
Accurate Splice Site Prediction Sören Sonnenburg, Gabriele Schweikert, Petra Philips, Jonas Behr and Gunnar Raetsch Article (December 2007)
Dynamic Graph Cuts for Efficient Inference in Markov Random Fields Pushmeet Kohli and Philip Torr Article (December 2007)
Morph-Based Speech Recognition and Modeling of Out-of-Vocabulary Words Across Languages Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar and Andreas Stolcke Article Item not available online. (December 2007)
Morph-Based SR & Modeling of OOVs Across Languages. Mathias Creutz, Teemu Hirsimaki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar and Andreas Stolcke Article Item not available online. (December 2007)
Reconstruction of ancestral protein interaction networks for the bZIP transcription factors J Pinney, G Amoutzias, Magnus Rattray and D Robertson Article Item not available online. (December 2007)
Robustly estimating the flow direction of information in complex physical systems Guido Nolte, Andreas Ziehe, Vadim Nikulin, Alois Schlögl, Nicole Krämer, Tom Brismar and Klaus-Robert Müller Article (December 2007)
Semiparametric Gaussian white noise models in the non-regular case Ismael Castillo and Eric Cator Article (December 2007)
Sufficient conditions for convergence of the sum-product algorithm Joris Mooij and Bert Kappen Article (December 2007)
Apprentissage Statistique pour la Constitution de Corpus d'évaluation Huyen-Trang Vu and Patrick Gallinari Article Item not available online. (19 November 2007)
Information Extraction and Classification from Free Text Using a Neural Approach Ignazio Gallo and Elisabetta Binaghi Article (14 November 2007)
Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference. Minh Quach, Nicolas Brunel and Florence d'Alché-Buc Article Item not available online. (November 2007)
Fuzzy ensemble clustering based on random projections for DNA microarray data analysis Roberto Avogadri and Giorgio Valentini Article (November 2007)
Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data Zakria Hussain, Francois Laviolette, Mario Marchand, John Shawe-Taylor, Spencer Charles Brubaker and Matthew D Mullin Article (November 2007)
VC Theory of Large Margin Multi-Category Classifiers Yann Guermeur Article Item not available online. (November 2007)
The Mind Reading Wizards Peter Bentley Article Item not available online. (30 October 2007)
A Library For Locally Weighted Projection Regression Stefan Klanke, Sethu Vijayakumar and Stefan Schaal Article Item not available online. (17 October 2007)
Photosynthesis drives anomalies in net carbon-exchange of pine forests at different latitudes S. Luyssaert, I.A. Janssens, M. Sulkava, D. Papale, A.J. Dolman, M. Reichstein, Jaakko Hollmen, J.G. Martin, T. Suni, T. Vesala, D. Lousteau, B.E. Law and E.J. Moors Article Item availablity restricted. (04 October 2007)
Calculating the Normalized Maximum Likelihood Distribution for Bayesian Forests Hannes Wettig, Petri Kontkanen and Petri Myllymäki Article (October 2007)
Convex Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Article (October 2007)
Euclidean Embedding of Co-occurrence Data Amir Globerson, Gal Chechik, Fernando Pereira and Naftali Tishby Article (October 2007)
Fast Iterative Kernel Principal Component Analysis Simon Guenter, Nicol Schraudolph and S V N Vishwanathan Article (October 2007)
Learning Graph Matching Alex Smola, Tiberio Caetano, Li Cheng and quoc le Article (October 2007)
Methodology for Long-term Prediction of Time Series Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji and Amaury Lendasse Article Item availablity restricted. (October 2007)
Optimal parameters for search using a barrier tree Markov model Benfold W, Hallam J and Adam Prügel-Bennett Article Item not available online. (October 2007)
Bias-Variance tradeoff in Hybrid Generative-Discriminative models Guillaume Bouchard Article (29 September 2007)
CD(4) has bounded width Catarina Carvalho, Victor Dalmau, Petar Markovic and Miklos Maroti Article Item not available online. (21 September 2007)
Clustering and Embedding Using Commute Times Edwin Hancock and HuaiJun Qiu Article (17 September 2007)
Repairing Self-Confident Active-Transductive Learners Using Systematic Exploration Ron Begleiter, Ran El-Yaniv and Dmitry Pechyony Article Item not available online. (12 September 2007)
A General Dimension for Query Learning José Balcázar, Jorge Castro, David Guijarro, Johannes Köbler and Wolfgang Lindner Article (September 2007)
A linear-time algorithm for computing the multinomial stochastic complexity Petri Kontkanen and Petri Myllymäki Article Item not available online. (September 2007)
A thousand words in a scene Pedro Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez and Tinne Tuytelaars Article (September 2007)
Applications of regularized least squares to classification problems Nicolò Cesa-Bianchi Article (September 2007)
Input selection and shrinkage in multiresponse linear regression Timo Similä and Jarkko Tikka Article Item availablity restricted. (September 2007)
Mining complex genotypic features for predicting HIV-1 drug resistance Hiroto Saigo, Takeaki Uno and Koji Tsuda Article Item not available online. (September 2007)
Mining the blogosphere: age, gender, and the varieties of self-expression Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article (September 2007)
Removing biases in unsupervised learning of sequential patterns Yoav Horman and Gal Kaminka Article (September 2007)
Spectral Algorithms for Supervised Learning Laura Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De vito and Alessandro Verri Article Item not available online. (September 2007)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Raetsch, Bernhard Schölkopf, Alex Smola, Pascal Vincent, Jason Weston and Robert Williamson Article (September 2007)
Truncating the loop series expansion for belief propagation Vicenç Gómez, Joris Mooij and Bert Kappen Article (September 2007)
Using post-classifiers to enhance fusion of low and high-level speaker recognition Yosef Solewicz and Moshe Koppel Article Item not available online. (September 2007)
What Are You Looking At? Peter Bentley Article (31 August 2007)
Rich-club phenomenon across complex network hierarchies Julian McAuley, Luciano da Fontoura Costa and Tiberio Caetano Article (23 August 2007)
Distributed Fading Memory for Stimulus Properties in the Primary Visual Cortex Danko Nikolić, Stefan Häusler, Wolf Singer and Wolfgang Maass Article Item not available online. (05 August 2007)
Inferring spike trains from local field potentials. Malte Rasch, Arthur Gretton, Yusuke Murayama, Wolfgang Maass and Nikos Logothetis Article Item not available online. (August 2007)
On the generalization error of fixed combinations of classifiers Martin Anthony Article Item not available online. (August 2007)
Simultaneous analysis of Lasso and Dantzig selector. Peter Bickel, Yaac'ov Ritov and Alexandre Tsybakov Article (August 2007)
Time series prediction competition: The CATS benchmark Amaury Lendasse, Erkki Oja, Olli Simula and Michel Verleysen Article Item availablity restricted. (August 2007)
Modeling Sequence Evolution with Kernel Methods Margherita Bresco, Marco Turchi, Tijl De Bie and Nello Cristianini Article Item not available online. (24 July 2007)
Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana R Clark, Gabriele Schweikert, C Toomajian, S Ossowski, G Zeller, P Shinn, N Warthmann, T Hu, G Fu, D Hinds, K Frazer, D Huson, Bernhard Schölkopf, M Nordborg, Gunnar Raetsch, J Ecker and D Weigel Article Item not available online. (20 July 2007)
Evaluating the performance in automatic image annotation: example case by adaptive fusion of global image features Ville Viitaniemi and Jorma Laaksonen Article Item not available online. (July 2007)
Gene selection via the BAHSIC family of algorithms Le Song, Justin Bedo, karsten borgwardt, Arthur Gretton and Alex Smola Article Item not available online. (July 2007)
Kernel-based data fusion for gene prioritization Tijl De Bie, Leon-Charles Tranchevent Tranchevent, Liesbeth van Oeffelen and Yves Moreau Article Item not available online. (July 2007)
Modeling and unsupervised classification of multivariate hidden Markov chains with copulas Nicolas J-B. Brunel, Jerôme Lapuyade-Lahorgue and Wojciech Pieczynski Article (July 2007)
Using Echo State Networks for Robot Navigation Behavior Acquisition Cedric Hartland and Nicolas Bredeche Article Item not available online. (July 2007)
Approximability of identifying codes and locating-dominating codes Jukka Suomela Article Item availablity restricted. (30 June 2007)
The Information Bottleneck Revisited or How to Choose a Good Distortion Measure Peter Harremoes and Naftali Tishby Article (24 June 2007)
Using String Kernels to Identify Famous Performers from their Playing Style Craig Saunders, David Hardoon, John Shawe-Taylor and Gerhard Widmer Article Item availablity restricted. (14 June 2007)
Modeling Natural Sounds With Modulation Cascade Processes Richard Turner and Maneesh Sahani Article (01 June 2007)
On Sparsity and Overcompleteness in Image Models Pietro Berkes, Richard Turner and Maneesh Sahani Article (01 June 2007)
Using generalization error bounds to train the set covering machine Zakria Hussain and John Shawe-Taylor Article (01 June 2007)
Graph Laplacians and their convergence on random neighborhood graphs Matthias Hein, Jean-Yves Audibert and Ulrike Von Luxburg Article Item not available online. (June 2007)
Measuring differentiability: unmasking pseudonymous authors Moshe Koppel, Jonathan Schler and Elisheva Bonchek-Dokow Article (June 2007)
Mixtures of Robust Probabilistic Principal Component Analyzers Cedric Archambeau, Nicolas Delannay and Michel Verleysen Article Item not available online. (June 2007)
Stability of k-means clustering Shai Ben-David, David Pal and Hans Simon Article (June 2007)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoff Holmes, Yann Lecun, Klaus-Robert Müller, Gunnar Raetsch, Bernhard Schölkopf, Jason Weston and Bob Williamson Article (June 2007)
Webots Simulator 5.1.7, developed and supported by Cyberbotics Ltd RICARDO TÉLLEZ and CECILIO ANGULO Article Item not available online. (June 2007)
PALMA: mRNA to Genome Alignments using Large Margin Algorithms Schulze, U, Hepp, B, Ong, C, and Rätsch, G U Schulze, B Hepp, Cheng Soon Ong and Gunnar Raetsch Article Item not available online. (30 May 2007)
Modeling the effects of varying data quality on trend detection in environmental monitoring Mika Sulkava, Sebastiaan Luyssaert, Pasi Rautio, Ivan A. Janssens and Jaakko Hollmen Article Item not available online. (23 May 2007)
Part-of-speech tagging of Modern Hebrew text Roy Bar Haim, Khalil Simaan and Yoad Winter Article Item not available online. (15 May 2007)
Now you'll feel it, now you won't: Pre-stimulus mu and beta amplitude predict conscious perception of somatosensory stimuli Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio Article Item not available online. (05 May 2007)
Linear-time computation of similarity measures for sequential data Konrad Rieck and Pavel Laskov Article Item not available online. (03 May 2007)
Methods for estimating human endogenous retrovirus activities from EST databases Merja Oja, Jaakko Peltonen, Jonas Blomberg and Samuel Kaski Article Item not available online. (03 May 2007)
Accurate Splice Site Prediction Using Support Vector Machines Sören Sonnenburg, Gabriele Schweikert, Petra Philips, Jonas Behr and Gunnar Raetsch Article Item not available online. (May 2007)
Human interaction for high quality machine translation Francisco Casacuberta, Jorge Civera, E. Cubel, A. Lagarda, G. Lapalme, E. Macklovitch and Enrique Vidal Article Item not available online. (May 2007)
Loop corrections for approximate inference on factor graphs Joris Mooij and Bert Kappen Article (May 2007)
Minimal penalties for Gaussian model selection Lucien Birgé and Pascal Massart Article Item not available online. (May 2007)
Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines G. Camps, E. Soria, J. Perez, Fernando Perez-Cruz, A. Artes-Rodriguez and N. V. Jimenez-Torres Article (May 2007)
Undercomplete blind subspace deconvolution Zoltan Szabo, Barnabas Poczos and András Lorincz Article (May 2007)
Combining PAC-Bayesian and generic chaining bounds Jean-Yves Audibert and Olivier Bousquet Article Item not available online. (20 April 2007)
Discriminative Keyword Spotting Joseph Keshet, David Grangier and Samy Bengio Article Item availablity restricted. (11 April 2007)
Microarray image segmentation using additional dye - An experimental study Rashi Gupta, Salla Ruosaari, Sangita Kulathinal, Jaakko Hollmen and Petri Auvinen Article Item not available online. (06 April 2007)
The M170 Reflects a Viewpoint-Dependent Representation for Both Familiar and Unfamiliar Faces Michael Ewbak, Will Smith, Edwin Hancock and Tim Andrews Article Item not available online. (01 April 2007)
Introduction to the special issue on echo state networks and liquid state machines. Herbert Jäger, Wolfgang Maass and Jose Principe Article Item availablity restricted. (April 2007)
Smart Particle Filtering for High-Dimensional Tracking Matthieu Bray, Esther Koller-Meier, Luc Van Gool and Luc Van Gool Article (April 2007)
Incorporating Prior Knowledge on Features into Learning Eyal Krupka and Naftali Tishby Article (21 March 2007)
A mathematical programming approach to graph classification and regression Hiroto Saigo, Sebastian Nowozin, Tadashi Kadowaki, Taku Kudo and Koji Tsuda Article Item not available online. (20 March 2007)
Using alignment for multilingual text compression Ehud S. Conley and Shmuel T. Klein Article (16 March 2007)
Adaptive image restoration using a local neural approach Ignazio Gallo, Elisabetta Binaghi and Aldo Macchi Article (11 March 2007)
An Overview on the Shrinkage Properties of Partial Least Squares Regression Nicole Krämer Article Item not available online. (09 March 2007)
Gene Expression Profiles in Asbestos-exposed Epithelial and Mesothelial Lung Cell Lines Penny Nymark, Pamela M. Lindholm, Mikko V. Korpela, Leo Lahti, Salla Ruosaari, Samuel Kaski, Jaakko Hollmen, Sisko Anttila, Vuokko L. Kinnula and Sakari Knuutila Article Item not available online. (01 March 2007)
A Reversible Jump Method for Bayesian Phylogenetic Inference with a Nonhomogeneous Substitution Model V Gowri-Shankar and Magnus Rattray Article Item not available online. (March 2007)
Estimation of the law of random shifts deformation Ismael Castillo and Jean-Michel Loubes Article (March 2007)
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert Article Item not available online. (March 2007)
Fast Stochastic Optimization for Articulated Structure Tracking Matthieu Bray, Esther Koller-Meier, Nicol Schraudolph and Luc Van Gool Article (March 2007)
Kernel-based classification using quantum mechanics Nicholaos Nasios and Adrian Bors Article (March 2007)
One- to Four-Dimensional Kernels for Virtual Screening and the Prediction of Physical, Chemical, and Biological Properties Chloé Azencott, Alexandre Ksikes, Jonathan Chen, Joshua S. Swamidass, Liva Ralaivola and Pierre Baldi Article Item not available online. (March 2007)
Optimal Dyadic Decision Trees Gilles Blanchard, Christin Schaefer, Yves Rozenholc and Klaus-Robert Müller Article (March 2007)
Penalized Partial Least Squares with Applications to B-Splines Transformations and Functional Data Nicole Krämer, Anne-Laure Boulesteix and Gerhard Tutz Article (March 2007)
Statistical Properties of Kernel Principal Component Analysis Gilles Blanchard, Olivier Bousquet and Laurent Zwald Article (March 2007)
Variants of Unsupervised Kernel Regression: General Cost Functions Stefan Klanke and Helge Ritter Article Item not available online. (March 2007)
Structure inference for Bayesian multisensory scene understanding Timothy Hospedales and Sethu Vijayakumar Article Item not available online. (24 February 2007)
Unsupervised analysis of fMRI data using Kernel Canonical Correlation David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Article Item availablity restricted. (22 February 2007)
Predictive value of histopathologic parameters in early squamous cell carcinoma of oral tongue Harri Keski-Säntti, Timo Atula, Jarkko Tikka, Jaakko Hollmen, Antti A. Mäkitie and Ilmo Leivo Article Item not available online. (15 February 2007)
Gene expression and and copy number profiling suggests the importance of allelic imbalance in 19p in asbestos-associated lung cancer H. Wikman, S. Ruosaari, P. Nymark, V.K. Sarhadi, J. Saharinen, E. Vanhala, A. Karjalainen, Jaakko Hollmen, S. Anttila and S. Knuutila Article Item not available online. (12 February 2007)
A Characterization of Strong Learnability in the Statistical Query Model Hans Simon Article (February 2007)
General Polynomial Time Decomposition Methods Nikolas List and Hans Simon Article (February 2007)
Improving the C. elegans genome annotation using machine learning Gunnar Raetsch, Sören Sonnenburg, J Srinivasan, H Witte, Klaus-Robert Müller, R Sommer and Bernhard Schölkopf Article Item not available online. (February 2007)
Learnability of Gaussians with Flexible Variances Yiming Ying and Ding-Xuan Zhou Article Item not available online. (February 2007)
On-line handwritten shape recognition using segmental Hidden Markov Models T Artières, S Marukatat and P Gallinari Article Item not available online. (February 2007)
Online Handwritten Shape Recognition Using Segmental Hidden Markov Models Thierry Artières, Sanparith Marukatat and Patrick Gallinari Article Item not available online. (February 2007)
Statistical Consistency of Kernel Canonical Correlation Analysis Kenji Fukumizu, Francis Bach and Arthur Gretton Article Item not available online. (February 2007)
Graph simplification and matching using commute times Huaijun Qiu and Edwin Hancock Article Item not available online. (26 January 2007)
Linear Dependence of Stationary Distributions in Ergodic Markov Decision Processes Ronald Ortner Article Item not available online. (25 January 2007)
Model selection by resampling penalization Sylvain Arlot Article (19 January 2007)
Spiking neurons can learn to solve information bottleneck problems and to extract independent components Stefan Klampfl, Robert Legenstein and Wolfgang Maass Article Item availablity restricted. (08 January 2007)
Statistical mechanics of learning multiple orthogonal signals: Asymptotic theory and fluctuation effects DC Hoyle and Magnus Rattray Article Item not available online. (January 2007)
A primitive based generative model to infer timing information in unpartitioned handwriting data Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2007)
A primitive based generative model to infer timing information in unpartitioned handwriting data Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2007)
Adaptive combination of adaptive classifiers for handwritten character recognition Matti Aksela and Jorma Laaksonen Article Item not available online. (January 2007)
Building Blocks for Variational Bayesian Learning of Latent Variable Models Tapani Raiko, Harri Valpola, Markus Harva and Juha Karhunen Article (January 2007)
Dichoptic motion perception limited to depth of fixation? Martin Lages, Alexander Dolia and Erich Graf Article Item not available online. (January 2007)
LARS: A Learning Algorithm for Rewriting Systems Rémi Eyraud, Colin de la Higuera and Jean-Christophe Janodet Article (January 2007)
Some New Maximal Inequalities Peter Harremoes Article (January 2007)
A Mathematical Framework for Risk Assessment Marco Benini and Sabrina Sicari Article Item not available online. (2007)
A Feedforward Neural Logic based on Synaptic and Volume Transmission, bruno apolloni and simone bassis Article Item not available online. (2007)
A New Goodness-Of-Fit Statistical Test Bruno Apolloni and Simone Bassis Article Item not available online. (2007)
Cavity approximation for graphical models. T Rizzo, Bastian Wemmenhove and Bert Kappen Article Item not available online. (2007)
Competition between synaptic depression and facilitation in attractor neural networks J.J. Torres, J.M. Cortes, J. Marro and Bert Kappen Article (2007)
Discovering multi-level structures in bio-molecular data through the Bernstein inequality Alberto Bertoni and Giorgio Valentini Article (2007)
Haplotype inference in general pedigrees using the cluster variation method. Kees Albers Article Item not available online. (2007)
Suboptimal behaviour of Bayes and MDL in classification under misspecification Peter Grünwald and John Langford Article Item not available online. (2007)
Using Qualitative Information to Predict Citizens’ Satisfaction MARTA DOMINGO, NURIA AGELL, XAVIER PARRA, MÓNICA SÁNCHEZ and CECILIO ANGULO Article Item not available online. (2007)
A Convex Optimization Approach to Modeling Consumer Heterogeneity in Conjoint Estimation Theodoros Evgeniou, Massimiliano Pontil and Olivier Toubia Article Item not available online. (2007)
A general approach for developing system-specific functions to score protein-ligand docked complexes using support vector inductive logic programming A Amini, P Shrimpton, S Muggleton and M Sternberg Article Item not available online. (2007)
A grid environment for high-throughput proteomics. mario cannataro, annalisa barla, roberto flor, a gallo, giuseppe jurman, stefano merler, silvano paoli, g tradigo, p veltri and cesare furlanello Article Item not available online. (2007)
A multivariate statistical analysis of the developing human brain in preterm infants C Thomaz, J Boardman, S Counsell, D Hill, J Hajnal, A Edwards, M Rutherford, D Gillies and D Rueckert Article Item not available online. (2007)
A new algorithm of non-Gaussian component analysis with radial kernel functions Motoaki Kawanabe, Gilles Blanchard, Masahi Sugiyama and Klaus-Robert Müller Article Item availablity restricted. (2007)
A New Goodness-Of-Fit Statistical Test Bruno Apolloni and Simone Bassis Article Item not available online. (2007)
A new pairwise kernel for biological network inference with support vector machines Jean-Philippe Vert, Jian Qiu and William Noble Article Item not available online. (2007)
A note on brain actuated spelling with the Berlin Brain-Computer Interface Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller Article Item availablity restricted. (2007)
A novel logic-based approach for quantitative toxicology prediction A Amini, H Lodhi, S Muggleton and M Sternberg Article Item not available online. (2007)
A Primal-Dual Perspective of Online Learning Algorithms Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2007)
A simple genetic algorithm for the optimization of multidomain protein homology models driven by NMR residual dipolar coupling and small angle X-ray scattering data Fabien Mareuil, Christina Sizun, Javier Perez, Marc Schoenauer, Jean-Yves Lallemand and François Bontems Article Item not available online. (2007)
A Tutorial on Kernel Methods for Categorization F. Jäkel, B. Schölkopf and F.A. Wichmann Article Item availablity restricted. (2007)
A tutorial on spectral clustering Ulrike v. Luxburg Article Item not available online. (2007)
A web server for automatic analysis and extraction of relevant biological knowledge J. Cedano, M. Huerta, I. Estrada, F. Ballllosera, O. Conchillo, Pedro Delicado and E. Querol Article Item not available online. (2007)
Accurate Solubility Prediction with Error Bars for Electrolytes: A Machine Learning Approach Anton Schwaighofer, Timon Schroeter, Sebastian Mika, Julian Laub, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Acquisition and voxelwise analysis of multi-subject diffusion data with Tract-Based Spatial Statistics S Smith, H Johansen-Berg, M Jenkinson, D Rueckert, T Nichols, K Miller, M Robson, D Jones, J Klein, A Bartsch and T Behrens Article Item not available online. (2007)
Aggregation for Gaussian regression. Florentina Bunea, Alexandre Tsybakov and Marten Wegkamp Article (2007)
Aggregation of density estimators and dimension reduction. Alexander Samarov and Alexandre Tsybakov Article (2007)
An Algorithmic and a Geometric Characterization of Coarsening at Random Richard Gill and Peter Grünwald Article (2007)
An alignment kernel for protein structures Jian Qiu, Martial Hue, Asa Ben-Hur, Jean-Philippe Vert and William Noble Article Item not available online. (2007)
An Ensemble Method for Selection of High Quality Parses Roi Reichart and Ari Rappoport Article (2007)
An evolutionary method for learning HMM structure: prediction of protein secondary structure Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel-Bennett and Anders Krogh Article Item not available online. (2007)
An extension of precision-recall with user modelling (PRUM): Application to XML retrieval. Transactions on Information Systems B. Piwowarski, Patrick Gallinari and G. Dupret Article (2007)
An online Classification EM algorithm based on the mixture model Allou Samé, Christophe Ambroise and Gérard Govaert Article Item not available online. (2007)
ARTUS: synthesis and audiovisual watermarking of the movements of a virtual agent interpreting subtitling using cued speech for deaf televiewers Gérard Bailly, Cléo Baras, Patrick Bas, Séverine Baudry, Denis Beautemps, Rémi Brun, Jean-Marc Chassery, Franck Davoine, Frédéric Eliséi, G. Gibert, Laurent Girin, Denis Grison, J.-P. Leoni, Joel Lienard, Nicolas Moreau and Philippe Nguyen Article Item not available online. (2007)
Assessing Data Mining Results via Swap Randomization Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas Article (2007)
Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition Silvia Chiappa and David Barber Article Item not available online. (2007)
Berlin brain-computer interface - the hci communication channel for discovery Roman Krepki, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Blind Separation of Nonlinear Mixtures by Variational Bayesian Learning Antti Honkela, Harri Valpola, Alexander Ilin and Juha Karhunen Article Item availablity restricted. (2007)
Breast Cancer Diagnosis From Biopsy Images Using Generic Features and SVMs Alexander Brook, Ran El-Yaniv, Eran Issler, Ron Kimmel, Ron Meir and Dori Peleg Article (2007)
Change Point Detection and meta-bandits for online learning in dynamic environments Cedric Hartland, Nicolas Baskiotis, Sylvain Gelly, Olivier Teytaud and Michele Sebag Article Item not available online. (2007)
Classification of co-expressed genes from DNA regulatory regions Giulio Pavesi and Giorgio Valentini Article (2007)
Classification of microarray data using gene networks Franck Rapaport, Andrei Zinovyev, Marie Dutreix, Emmanuel Barillot and Jean-Philippe Vert Article Item not available online. (2007)
Classifying Matrices with a Spectral Regularization Ryota Tomioka and Kazuyuki Aihara Article (2007)
Clustering of contingency table and mixture model Gérard Govaert and Mohamed Nadif Article Item not available online. (2007)
Comment on ``On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes" Jinghao Xue and Mike Titterington Article (2007)
Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets'' Gaelle Loosli and Stéphane Canu Article (2007)
Compact Modeling of Data Using Independent Variable Group Analysis Esa Alhoniemi, Antti Honkela, Krista Lagus, Jeremias Seppä, Paul Wagner and Harri Valpola Article Item availablity restricted. (2007)
Comparison of visualization methods for an atlas of gene expression data sets Jarkko Venna and Samuel Kaski Article Item not available online. (2007)
Comparison-based algorithms are robust and randomized algorithms are anytime Olivier Teytaud, Sylvie Ruette and Sylvain Gelly Article (2007)
comparison-based algorithms are robust and randomized algorithms are anytime. Sylvie Ruette, Olivier Teytaud and Sylvain Gelly Article (2007)
Computational Intelligence: By Amit Konar Jan Peters Article Item not available online. (2007)
Consistency of the group Lasso and multiple kernel learning Francis Bach Article (2007)
Consistency of trace norm minimization Francis Bach Article (2007)
Constrained hidden Markov models for population-based haplotyping Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen and Heikki Mannila Article (2007)
Cost-effective Outbreak Detection in Networks Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen and Natalie Glance Article Item not available online. (2007)
Covariate shift adaptation by importance weighted cross validation Masashi Sugiyama, Matthias Krauledat and Klaus-Robert Müller Article Item availablity restricted. (2007)
Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods matthias seeger Article Item not available online. (2007)
Detecting man-made structures and changes in satellite imagery with a content-based information retrieval system built on self-organizing maps Matthieu Molinier, Jorma Laaksonen and Tuomas Häme Article Item not available online. (2007)
DIFFRAC : a discriminative and flexible framework for clustering Francis Bach and Zaid Harchaoui Article (2007)
Discriminative Image Thresholding Jinghao Xue and Mike Titterington Article (2007)
Do Unbalanced Data Have a Negative Effect on LDA? Jinghao Xue and Mike Titterington Article (2007)
Edge of Chaos and Prediction of Computational Performance for Neural Circuit Models Robert Legenstein and Wolfgang Maass Article Item availablity restricted. (2007)
Effective resistance of random trees Louigi Addario-Berry, Nicolas Broutin and Gábor Lugosi Article Item not available online. (2007)
Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference Minh Quach, Nicolas Brunel and Florence d'Alché-Buc Article Item availablity restricted. (2007)
Estimating the domain of applicability for machine learning qsar rmodels: A study on aqueous solubility of drug discovery molecules Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Experimental Design for Efficient Identification of Gene Regulatory Networks using Sparse Bayesian Models Florian Steinke, matthias seeger and Koji Tsuda Article Item not available online. (2007)
Extracting named entities and relating them over time based on Wikipedia Abhiji Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Article Item not available online. (2007)
Fast learning rates for plug-in classifiers Jean-Yves Audibert and Alexandre Tsybakov Article Item not available online. (2007)
Fast learning rates for plug-in classifiers. Jean-Yves Audibert and Alexandre Tsybakov Article (2007)
Feature Selection for trouble shooting in complex assembly lines T. Pfingsten, D.J.L. Herrmann, T. Schnitzler, A. Feustel and B. Schölkopf Article Item availablity restricted. (2007)
Feature space perspectives for learning the kernel Charles Micchelli and Massimiliano Pontil Article Item not available online. (2007)
Functional k-sample problem when data are density functions Pedro Delicado Article Item not available online. (2007)
Gaussian Process Approximations of Stochastic Differential Equation Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Article (2007)
Gaussian Process Approximations of Stochastic Differential Equations Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Article Item not available online. (2007)
Gene expression profiles in asbestos-exposed epithelial and mesothelial lung cell lines Penny Nymark, Pamela Lindholm, Mikko Korpela, Leo Lahti, Salla Ruosaari, Samuel Kaski, Jaakko Hollmen, Sisko Anttila, Vuokko Kinnula and Sakari Knuutila Article Item not available online. (2007)
Generalization and Similarity in Exemplar Models of Categorization: Insights from Machine Learning F. Jäkel, B. Schölkopf and F.A. Wichmann Article Item availablity restricted. (2007)
Glycan classification with tree kernels Yoshihiro Yamanishi, Francis Bach and Jean-Philippe Vert Article Item not available online. (2007)
Guest Editorial Special Issue on Mathematical Modeling in Biomedical Image Analysis D Rueckert and P Golland Article Item not available online. (2007)
Guest Editorial Special Volume on Artificial Intelligence for Human Computing T Huang, A Nijhot, M Pantic and A Pentland Article Item not available online. (2007)
High Dimensional Discriminant Analysis Charles Bouveyron, Stephane Girard and Cordelia Schmid Article Item not available online. (2007)
High-Dimensional Data Clustering Charles Bouveyron, Stephane Girard and Cordelia Schmid Article Item not available online. (2007)
Image segmentation by polygonal Markov fields. R Kluszczy\'nski, M.N.M. van Lieshout and T. Schreiber Article Item not available online. (2007)
Including probe-level uncertainty in model-based gene expression clustering X Liu, KK Lin, B Andersen and Magnus Rattray Article Item not available online. (2007)
Input-driven oscillations in networs with excitatory and inhibitory neurons with dynamic synapses. D Marinazzo, Bert Kappen and C.C. A.M. Gielen Article (2007)
Interpretation of Hybrid Generative/Discriminative Algorithms Jinghao Xue and Mike Titterington Article (2007)
Kernel ellipsoidal trimming Alexander Dolia, Chris Harris, John Shawe-Taylor and Mike Titterington Article (2007)
Kernel Methods in Machine Learning Alex Smola, T Hofmann and Bernhard Schölkopf Article (2007)
L1-Norm Regularization Path for Sparse Semi-Supervised Laplacian SVM Gilles Gasso, Karina Zapien and Stéphane Canu Article Item not available online. (2007)
Language Models for Detection of Unknown Attacks in Network Traffic Konrad Rieck and Pavel Laskov Article (2007)
Linear and convex aggregation of density estimators. Philippe Rigollet and Alexandre Tsybakov Article (2007)
Logistic regression for single trial EEG classification Ryota Tomioka, Kazuyuki Aihara and Klaus-Robert Müller Article (2007)
Loop corrected belief propagation Joris Mooij, Bastian Wemmenhove, Bert Kappen and Tommaso Rizzo Article (2007)
Loop corrections for approximate inference on factor graphs. Joris Mooij and Bert Kappen Article Item not available online. (2007)
Machine Analysis of Facial Expressions M Pantic and M Bartlett Article Item not available online. (2007)
Machine learning and applications for brain-computer interfacing Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article Item availablity restricted. (2007)
Machine learning models for lipophilicity and their domain of applicability Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies Yair Weiss, Chen Yanover and Talya Meltzer Article (2007)
Measuring concept similarities in multimedia ontologies: Analysis and evaluations Markus Koskela, Alan F. Smeaton and Jorma Laaksonen Article Item not available online. (2007)
Memory-Based Learning Models of Inflectional Morphology: A Methodological Case Study Emmanuel Keuleers and Walter Daelemans Article Item not available online. (2007)
Minimal penalties for Gaussian model selection Pascal Massart and Lucien Birgé Article (2007)
Model order selection for biomolecular data clustering Alberto Bertoni and Giorgio Valentini Article (2007)
Modeling individual's aging within a bacterial population using a pi-calculus paradigm Bruno Apolloni, Simone Bassis, Alberto Clivio, Sabrina Gaito and Dario Malchiodi Article Item not available online. (2007)
Modeling the effects of toxins in metabolic networks A Tamaddoni-Nezhad, R Chaleil, A Kakas, M Sternberg, J Nicholson and S Muggleton Article Item not available online. (2007)
Mosclust: a software library for discovering significant structures in bio-molecular data Giorgio Valentini Article Item not available online. (2007)
Multiple choice tries Luc Devroye, Gábor Lugosi, Gahyun Park and Wojchiek Szpankowski Article Item not available online. (2007)
Multiplicative updates for nonnegative projections Zhirong Yang and Jorma Laaksonen Article Item not available online. (2007)
Multivariate statistical differences of MRI samples of the human brain C Thomaz, F Duran, G Busatto, D Gillies and D Rueckert Article Item not available online. (2007)
Nash Equilibrium in a Game of Calibration O. Glonti, Peter Harremoes, Z. Khechinashili and F. Topsoe Article Item not available online. (2007)
Neurally plausible, non-combinatorial iterative independent process analysis András Lorincz and Zoltan Szabo Article Item availablity restricted. (2007)
New Frameworks to Boost Feature Selection Algorithms in Emotion Detection for Improved Human-Computer Interaction Halis Altun and Gokhan Polat Article Item availablity restricted. (2007)
Nonparametric estimation of composite functions. Anatoli Juditsky, Oleg Lepski and Alexandre Tsybakov Article (2007)
Omnidirectional Vision based Topological Navigation Toon Goedeme, Marnix Nuttin, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Article Item not available online. (2007)
On Horn axiomatizations for sequential data José Balcázar and Gemma Garriga Article Item not available online. (2007)
On the classification capability of sign-constrained perceptrons. Robert Legenstein and Wolfgang Maass Article Item not available online. (2007)
Optimal solutions for sparse principal component analysis Alexandre d'Aspremont, Francis Bach and Laurent El Ghaoui Article (2007)
Perfect simulation for length-interacting polygonal Markov fields in the plane M.N.M. van Lieshout and T. Schreiber Article Item not available online. (2007)
Predicting lipophilicity of drug discovery molecules using gaussian process models Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Priority constrained Chinese postman problem Tomaž Kramberger and Janez Žerovnik Article Item not available online. (2007)
Projective non-negative matrix factorization with applications to facial image processing Zhirong Yang, Zhijian Yuan and Jorma Laaksonen Article Item not available online. (2007)
Range determination for mobile robots using an omnidirectional camera Ola Millnert, Toon Goedeme, Tinne Tuytelaars, Luc Van Gool, Luc Van Gool, Alexander Huntemann and Marnix Nuttin Article Item not available online. (2007)
Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA S. Waldert, M. Bensch, M. Bogdan, W. Rosenstiel, B. Schölkopf, C.L. Lowery, H. Eswaran and H. Preissl Article Item availablity restricted. (2007)
Reducing calibration time for brain-computer interfaces: A clustering approach Matthias Krauledat, Michael Schröder, Benjamin Blankertz and Klaus-Robert Müller Article (2007)
Robust Bayesian Clustering Cedric Archambeau and Michel Verleysen Article Item not available online. (2007)
Robustifying EEG data analysis by removing outliers Matthias Krauledat, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
RTcams: A New Perspective on Non-Photorealistic Rendering from Photographs P Hall, John Collomosse, P Shen and Y-Z Song Article (2007)
Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets Roi Reichart and Ari Rappoport Article Item not available online. (2007)
Sequential decision strategies for machine interpretation of speech Christian Raymond, Fréderic Béchet, Nathalie Camelin, Renato De Mori and Geraldine Damnati Article Item not available online. (2007)
Short cycle connectivity Vladimir Batagelj and Matjaž Zaveršnik Article Item not available online. (2007)
Short Letter on the Semiparametric Transformation Discriminant Analysis Jinghao Xue and Mike Titterington Article (2007)
Short Note on Two Output-dependent Hidden Markov Models Jinghao Xue and Mike Titterington Article (2007)
Single trial classification of motor imagination using 6 dry EEG electrodes Florin Popescu, Siamac Fazli, Yakob Badower, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Solving complex regression problems via Algorithmic Inference: a new family of bootstrap algorithms Bruno Apolloni, Simone Bassis, Sabrina Gaito and Dario Malchiodi Article Item not available online. (2007)
Sparsity oracle inequalities for the Lasso. Florentina Bunea, Alexandre Tsybakov and Marten Wegkamp Article (2007)
Speeded-up Robust Features (SURF) Herbert Bay, Andreas Ess, Tinne Tuytelaars, Luc Van Gool and Luc Van Gool Article Item not available online. (2007)
Sufficient conditions for convergence of the sum-product algorithm Joris Mooij and Bert Kappen Article (2007)
Supervised Reconstruction of Biological Networks with Local Models Kevin Bleakley, Gérard Biau and Jean-Philippe Vert Article Item not available online. (2007)
Support vector inductive logic programming outperforms the naive bayes classifier and inductive logic programming for the classification of bioactive chemical compounds E Cannon, A Amini, A Bender, M Sternberg, S Muggleton, R Glen and J Mitchell Article Item not available online. (2007)
The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for on-line control in gaming applications Roman Krepki, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (2007)
The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control in gaming applications Roman Krepki, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (2007)
The Dynamics of Viral Marketing Jure Leskovec, Lada Adamic and Bernardo Huberman Article Item not available online. (2007)
The FastICA algorithm revisited -- convergence analysis Erkki Oja and Zhijian Yuan Article Item not available online. (2007)
The Google Similarity Distance Rudi Cilibrasi and Paul Vitányi Article (2007)
The Hosoya-Wiener polynomial of weighted trees Blaž Zmazek and Janez Žerovnik Article Item not available online. (2007)
The identification of similarities between biological networks: Application to the metabolome and interactome prediction A Cootes, S Muggleton and M Sternberg Article Item not available online. (2007)
The likelihood ratio test for general mixture models with possibly unknown structural parameter. Elisabeth Gassiat, J.-M. Azais and C. Mercadier Article (2007)
The non-invasive Berlin Brain-Computer Interface: Fast Acquisition of Effective Performance in Untrained Subjects Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Gabriel Curio Article Item not available online. (2007)
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Gabriel Curio Article Item availablity restricted. (2007)
The online shortest path problem under partial monitoring Andras Gyorgy, Tamas Linder, Gábor Lugosi and Gyorgy Ottucsak Article Item not available online. (2007)
Tighter PAC-Bayes Bounds Amiran Ambroladze, Emilio Parrado-Hernandez and John Shawe-Taylor Article Item availablity restricted. (2007)
Tolerance-based greedy algorithms for the traveling salesman problem. D. Ghosh, B. Goldengorin, G. Gutin and G. Jaeger Article (2007)
Un point de vue non asymptotique pour la sélection de modèle Pascal Massart Article (2007)
User profiling for the web Miha Grcar, Dunja Mladenić and Marko Grobelnik Article Item not available online. (2007)
Using Post-Classifiers to Enhance Fusion of Low and High-Level Speaker Recognition Yosef Solewicz and Moshe Koppel Article (2007)
Variational Inference for Diffusion Processes Cedric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John Shawe-Taylor Article (2007)
Weak reconstruction of strong product graphs Blaž Zmazek and Janez Žerovnik Article Item not available online. (2007)
`Ideal learning' of natural language: positive results about learning from positive evidence Nick Chater and Paul Vitányi Article (2007)

Book

Proceedings of the IEEE machine learning for signal processing XVII Book Item not available online. (September 2007)
Proceedings of ESTSP 2007 Book Item not available online. (07 February 2007)
Abstracts of the 6th Slovenian International Conference on Graph Theory Book Item not available online. (2007)
Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference B. Schölkopf, J. Platt and T. Hofmann Book Item not available online. (2007)
Concentration inequalities and model selection Pascal Massart Book (2007)
Mixture models for classification Gilles Celeux Book Item not available online. (2007)
Predicting Structured Data Book Item not available online. (2007)
Predicting Structured Data G.H. BakIr, T. Hofmann, B. Schölkopf, A.J. Smola, B. Taskar and S.V.N. Vishwanathan Book Item not available online. (2007)
PROCEEDINGS OF THE GRAPH LABELLING WORKSHOP AND WEB SPAM CHALLENGE C. Castillo, B. Davison and Ludovic Denoyer Book Item not available online. (2007)
The Minimum Description Length Principle Peter Grünwald Book Item not available online. (2007)
Toward Brain-Computer Interfacing Book Item not available online. (2007)

Book Section

How are N and S in deposition, in percolation water and in the upper soil layers reflected in the chemical composition of needles in Finland? Päivi Merilä, John Derome, Sebastiaan Luyssaert, Mika Sulkava, Jaakko Hollmen, Kaisa Mustajärvi and Pekka Nöjd Book Section (27 November 2007)
V-fold penalization: an alternative to V-fold cross-validation Sylvain Arlot Book Section (01 November 2007)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (November 2007)
3D Hand Tracking in a Stochastic Approximation Setting Desmond Chik, Jochen Trumpf and Nicol Schraudolph Book Section (20 October 2007)
Modelling the effects of colony age on the foraging behaviour of harvester ants Tom Diethe and Peter Bentley Book Section (12 October 2007)
Advantages of Using Feature Selection Techniques on Steganalysis Schemes Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Book Section Item availablity restricted. (21 September 2007)
Gaussian fitting based FDA for chemometrics Tuomas Karna and Amaury Lendasse Book Section Item availablity restricted. (21 September 2007)
Non-parametric Residual Variance Estimation in Supervised Learning Elia Liitiäinen, Amaury Lendasse and Francesco Corona Book Section Item availablity restricted. (21 September 2007)
Discovering Significant Structures in Clustered Bio-molecular Data Through the Bernstein Inequality Alberto Bertoni and Giorgio Valentini Book Section Item not available online. (17 September 2007)
Concurrent Probabilistic Temporal Planning with Policy-Gradients Douglas Aberdeen and Olivier Buffet Book Section (September 2007)
Conditional Graphical Models Fernando Perez-Cruz, Massimiliano Pontil and Zoubin Ghahramani Book Section (September 2007)
FF+FPG: Guiding a Policy-Gradient Planner Douglas Aberdeen and Olivier Buffet Book Section (September 2007)
Identification of the Isotherm Function in Chromatography Using CMA-ES Mohamed Jebalia, Anne Auger, Marc Schoenauer, François James and Marie Postel Book Section (September 2007)
Fuzzy ensemble clustering for DNA microarray data analysis Roberto Avogadri and Giorgio Valentini Book Section (24 August 2007)
A scalable modular convex solver for regularized risk minimization Choon Hui Teo, Alex Smola and S V N Vishwanathan Book Section (August 2007)
Efficient algorithms for max-margin structured classification Craig Saunders, Sandor Szedmak, John Shawe-Taylor and Juho Rousu Book Section Item availablity restricted. (27 July 2007)
Automatic facial feature extraction for face recognition Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Book Section Item not available online. (July 2007)
Ensemble Learning for Free with Evolutionary Algorithms ? Christian Gagné, Michele Sebag, Marc Schoenauer and Marco Tomassini Book Section (July 2007)
Entropy Testing is Efficient Peter Harremoes and Igor Vajda Book Section (July 2007)
Robust Multi-Cellular Developmental Design Alexandre Devert, Nicolas Bredeche and Marc Schoenauer Book Section (July 2007)
Signal Processing in Comparative Genomics Matteo Re and Giulio Pavesi Book Section Item not available online. (July 2007)
Resampling-based confidence regions and multiple tests for a correlated random vector Sylvain Arlot, Gilles Blanchard and Etienne Roquain Book Section (12 June 2007)
An MRF and Gaussian Curvature Based Shape Representation for Shape Matching P Xiao, N Barnes, Tiberio Caetano and P Lieby Book Section (June 2007)
Improved Rates for the Stochastic Continuum-Armed Bandit Problem Peter Auer, Ronald Ortner and Csaba Szepesvari Book Section Item not available online. (June 2007)
Gradient Boosting for Kernelized Output Spaces Pierre Geurts, Louis Wehenkel and Florence d'Alché-Buc Book Section Item availablity restricted. (June 2007)
Semi-Markov Models for Sequence Segmentation Qinfeng Shi, Yasemin Altun, Alex Smola and S V N Vishwanathan Book Section (June 2007)
A Stochastic Quasi-Newton Method for Online Convex Optimization Nicol Schraudolph, Jin Yu and Simon Guenter Book Section (March 2007)
Emerge and spread models and word burstiness Peter Sunehag Book Section (March 2007)
Policy-Gradients for PSRs and POMDPs Douglas Aberdeen, Olivier Buffet and Owen Thomas Book Section (March 2007)
Kernel Methods: A paradigm for Pattern Analysis Craig Saunders, Nello Cristianini and John Shawe-Taylor Book Section Item not available online. (29 January 2007)
A Kernel Canonical Correlation Analysis for Learning the Semantics of Text Blaz Fortuna, Nello Cristianini and John Shawe-Taylor Book Section Item not available online. (January 2007)
Information Topologies with Applications Peter Harremoes Book Section (January 2007)
Kernel methods Nello Cristianini, John Shawe-Taylor and Craig Saunders Book Section Item not available online. (January 2007)
The quantitative Theory of Information Peter Harremoes and F. Topsoe Book Section (January 2007)
A Hilbert Space Embedding for Distributions Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf Book Section (2007)
A Kernel for Time Series Based on Global Alignments Marco Cuturi, Jean-Philippe Vert, Oysten Birkenes and Tomoko Matsui Book Section Item not available online. (2007)
A Survey of Convolutive Blind Source Separation Methods Michael Syskind Pedersen, Jan Larsen, Ulrik Kjems and Lucas C. Parra Book Section Item not available online. (2007)
An algebraic framework for Bayes nets of time series Peter Caines and Henry Wynn Book Section Item not available online. (2007)
An efficient memory-based morphosyntactic tagger and parser for Dutch Antal Van den Bosch, Bertjan Busser, Sander Canisius and Walter Daelemans Book Section Item not available online. (2007)
An integral approach to causal inference with latent variables Sam Maes, Stijn Meganck and Philippe Leray Book Section Item not available online. (2007)
An introduction to brain computer interfacing Kübler Andrea and Klaus-Robert Müller Book Section Item not available online. (2007)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (2007)
Automatic evaluation of ontologies Janez Brank, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2007)
Bayesian nonparametric latent feature models Zoubin Ghahramani, T L Griffiths and Peter Sollich Book Section (2007)
Causal Feature Selection Isabelle Guyon, Andre Elisseeff and Constantin Aliferis Book Section (2007)
Computational Discovery in Pure Mathematics S Colton Book Section Item not available online. (2007)
Density estimation of Structured Outputs in RKHS Y. Altun and Alex Smola Book Section Item availablity restricted. (2007)
Disambiguation of the neuter pronoun and its effect on pronominal coreference resolution Veronique Hoste, Iris Hendrikx and Walter Daelemans Book Section Item not available online. (2007)
Divide-and-Evolve: a Sequential Hybridization Strategy using Evolutionary Algorithms Marc Schoenauer, Pierre Savéant and Vincent Vidal Book Section Item not available online. (2007)
Efficient algorithms for max-margin structured classification Juho Rousu, Craig Saunders, Sandor Szedmak and John Shawe-Taylor Book Section Item not available online. (2007)
Evaluating hybrid versus data-driven coreference resolution Iris Hendrickx, Veronique Hoste and Walter Daelemans Book Section Item not available online. (2007)
Evolutionary search for the artistic rendering of photographs John Collomosse Book Section (2007)
Eye localization: a survey Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Book Section Item not available online. (2007)
Fast Computation of Graph Kernels S V N Vishwanathan, Karsten Borgwardt and Nicol Schraudolph Book Section (2007)
Gaussian Process Belief Propagation matthias seeger Book Section (2007)
Gaze-X: Adaptive affective multimodal interface for single-user office scenarios L Maat and M Pantic Book Section Item not available online. (2007)
General signal processing and machine learning tools for BCI Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Benjamin Blankertz Book Section Item not available online. (2007)
Graph Kernels for Disease Outcome Prediction from Protein-Protein Interaction Networks KM Borgwardt, HP Kriegel, S V N Vishwanathan and Nicol Schraudolph Book Section (2007)
Human Computing and Machine Understanding of Human Behavior: A Survey M Pantic, A Pentland, A Nijholt and T Huang Book Section Item not available online. (2007)
Improving human performance in a real operating environment through real-time mental workload detection Jens Kohlmorgen, Guido Dornhege, Mikio Braun, Benjamin Blankertz, Klaus-Robert Müller, Gabriel Curio, Konrad Hagemann, Andreas Bruns, Michael Schrauf and Wilhelm Kincses Book Section Item not available online. (2007)
Induced Graph Semantics: Another look at the Hammersley-Clifford theorem Tim Sears and Peter Sunehag Book Section Item not available online. (2007)
Inference in the Promedas medical expert system Bastian Wemmenhove, Joris Mooij, Wim Wiegerinck, Martijn Leisink, Bert Kappen and Jan P Neijt Book Section (2007)
Kernel methods in genomics and computational biology Jean-Philippe Vert Book Section Item not available online. (2007)
Kernels for Strings and Graphs Craig Saunders and Anthony Demco Book Section Item not available online. (2007)
Kernels for Strings and Graphs Craig Saunders and Anthony Demco Book Section Item not available online. (2007)
Large scale learning with string kernels Sören Sonnenburg, Gunnar Raetsch and Konrad Rieck Book Section (2007)
Learning from relevant tasks only Samuel Kaski and Jaakko Peltonen Book Section Item not available online. (2007)
Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching Cédric Auliac, Florence d'Alché-Buc and Vincent Frouin Book Section Item availablity restricted. (2007)
Machine Learning for Semi-Structured Multimedia Documents : Application to pornographic filtering and thematic categorization. Ludovic Denoyer and Patrick Gallinari Book Section Item not available online. (2007)
Mining XML Documents Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Christine Rousset, Alexandre Termier and Anne Marie Vercoustre Book Section Item not available online. (2007)
Mining XML Documents L. Candillier, Ludovic Denoyer, Patrick Gallinari, M. C. Rousset, A. Termier and A. N. Vercoustre Book Section Item not available online. (2007)
Model selection for Poisson processes Lucien Birgé Book Section Item not available online. (2007)
Natural Actor-Critic for Road Traffic Optimisation Silvia Richter, Douglas Aberdeen and Jin Yu Book Section (2007)
Nonlinear dimensionality reduction as information retrieval Jarkko Venna and Samuel Kaski Book Section (2007)
On the Pre-Image Problem in Kernel Methods G.H. BakIr, B. Schölkopf and J. Weston Book Section Item not available online. (2007)
Parameter Control in Evolutionary Algorithms A.E. Eiben, Zbigniew Michalewicz, Marc Schoenauer and Jim Smith Book Section Item not available online. (2007)
Programmation quadratique et apprentissage. Grande taille et parcimonie Stéphane Canu and Stéphane Canu Book Section Item not available online. (2007)
Pseudometrics for State Aggregation in Average Reward Markov Decision Processes Ronald Ortner Book Section Item not available online. (2007)
Quantifying the Expected Utility of Information in Multi-Agent Scheduling Tasks Avi Rosenfeld, Sarit Kraus and Charlie Ortiz Book Section (2007)
Structure inference for Bayesian multisensory perception and tracking Timothy Hospedales, Joel Cartwright and Sethu Vijayakumar Book Section (2007)
Structure learning with nonparametric decomposable models Anton Schwaighofer, Mathaeus Dejori, Volker Tresp and Martin Stetter Book Section Item not available online. (2007)
The Berlin brain-computer interface: Machine-learning based detection of user specific brain states Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Volker Kunzmann, Florian Losch, Gabriel Curio and Klaus-Robert Müller Book Section Item not available online. (2007)
The self-organizing map as a visual information retrieval method Kristian Nybo, Jarkko Venna and Samuel Kaski Book Section (2007)
Training Invariant Support Vector Machines using Selective Sampling Stéphane Canu, Leon Bottou and Stéphane Canu Book Section Item not available online. (2007)
Training Invariant Support Vector Machines using Selective Sampling Gaëlle Loosli, Leon Bottou and Stéphane Canu Book Section Item not available online. (2007)
Trajectory-based representation of human actions A Oikonomopoulos, I Patras, M Pantic and N Paragios Book Section Item not available online. (2007)

Conference or Workshop Item

Soft Failure Detection using Factorial Hidden Markov Models Guillaume Bouchard and Jean-Marc Andreoli Conference or Workshop Item (13 December 2007)
Discovering Music Structure via Similarity Fusion Jeronimo Arenas-Garcia, Emilio Parrado-Hernandez, Anders Meng, Lars Kai Hansen and Jan Larsen Conference or Workshop Item (08 December 2007)
Inferring vertex properties from topology in large networks Janne Aukia, Samuel Kaski and Janne Sinkkonen Conference or Workshop Item (08 December 2007)
Positional Oligomer Importance Matrices Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Raetsch Conference or Workshop Item Item not available online. (08 December 2007)
A generative model for rhythms Jean-Francois Paiement, Yves Grandvalet, Samy Bengio and Douglas Eck Conference or Workshop Item Item not available online. (07 December 2007)
An Automated Combination of Kernels for Predicting Protein Subcellular Localization Alexander Zien and Cheng Soon Ong Conference or Workshop Item Item not available online. (07 December 2007)
Automatic Detection and Banning of Content Stealing Bots for E-commerce Nicolas Poggi, Josep Lluis Berral, Toni Moreno, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item availablity restricted. (07 December 2007)
Can style be learned? A machine learning approach towards ‘performing’ as famous pianists Louis Dorard, David Hardoon and John Shawe-Taylor Conference or Workshop Item (07 December 2007)
Efficient Bounds for the softmax Function, Applications to Inference in Hybrid Models Guillaume Bouchard Conference or Workshop Item (07 December 2007)
Scene Segmentation with CRFs Learned from Partially Labeled Images Jakob Verbeek and William Triggs Conference or Workshop Item (03 December 2007)
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation Masashi Suigyama, Shinichi Nakajima, Hisashi Kashima, Paul Buenau and Motoaki Kawanabe Conference or Workshop Item Item not available online. (December 2007)
Discovering music structure via similarity fusion J. Arenas-García, E. Parrado-Hernandez, Anders Meng, Jan Larsen and L.K. Hansen Conference or Workshop Item (December 2007)
Graph-based methods for manifold learning Jean-Yves Audibert Conference or Workshop Item Item not available online. (December 2007)
Improving the accuracy of global feature fusion based image categorisation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (December 2007)
Learned system dynamics for adaptive optimal feedback control Djordje Mitrovic, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item Item not available online. (December 2007)
Projections Maximizing Tsallis Entropy Peter Harremoes Conference or Workshop Item (December 2007)
Simplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neurons Lars Büsing and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (December 2007)
Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaid Harchaoui, Francis Bach and Eric Moulines Conference or Workshop Item (December 2007)
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity Robert Legenstein, Dejan Pecevski and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (December 2007)
Toward Manifold-Adaptive Learning Amir massoud Farahmand, Csaba Szepesvari and Jean-Yves Audibert Conference or Workshop Item Item not available online. (December 2007)
Using Echo State Networks for Robot Navigation Behavior Acquisition Cedric Hartland and Nicolas Bredeche Conference or Workshop Item Item not available online. (December 2007)
Variational Inference for Diffusion Processes Cedric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John Shawe-Taylor Conference or Workshop Item (December 2007)
Variational Inference for Markov Jump Processes Manfred Opper and Guido Sanguinetti Conference or Workshop Item (December 2007)
Sparse CCA for Bilingual Word Generation David Hardoon and John Shawe-Taylor Conference or Workshop Item Item not available online. (27 November 2007)
Cost-minimising strategies for data labelling: optimal stopping and active learning Christos Dimitrakakis and Christian Savu-Krohn Conference or Workshop Item (15 November 2007)
On higher-order perceptron algorithms Claudio Gentile, Cristian Brotto and Fabio Vitale Conference or Workshop Item (04 November 2007)
Catching up faster in Bayesian model selection and model averaging Tim Erven, van, Peter Grünwald and Steven de Rooij Conference or Workshop Item (02 November 2007)
High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm Christophe Marsala, Marcin Detyniecki, Nicolas Usunier and Massih Amini Conference or Workshop Item (01 November 2007)
A contextual normalised edit distance Colin de la Higuera and Luisa Mico Conference or Workshop Item Item not available online. (November 2007)
A method for robust variable selection with significance assessment annalisa barla, sofia mosci, Lorenzo Rosasco and Alessandro Verri Conference or Workshop Item Item not available online. (November 2007)
Biologically Inspired Kinematic Synergies Provide a New Paradigm for Balance Control of Humanoid Robots Helmut Hauser, Gerhard Neumann, Auke Jan Ijspeert and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (November 2007)
Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues Eduarda Medres Rodrigues, Natasa Milic-Frayling and Blaz Fortuna Conference or Workshop Item (November 2007)
Empirical investigations on benchmark tasks for automatic image annotation Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2007)
Factored sequence kernels Pierre Mahe' and Nicola Cancedda Conference or Workshop Item Item not available online. (November 2007)
Improving the Classification of Newsgroups Messages through Social Network Analysis Blaz Fortuna, Eduarda Medres Rodrigues and Natasa Milic-Frayling Conference or Workshop Item (November 2007)
Learning Generative Models for Monocular Body Pose Estimation Tobias Jaeggli, Esther Koller-Meier, Luc Van Gool and Luc Van Gool Conference or Workshop Item (November 2007)
Perseus - A Personalized Reputation System Petteri Nurmi Conference or Workshop Item Item availablity restricted. (November 2007)
PicSOM experiments in TRECVID 2007 Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen and Philip Prentis Conference or Workshop Item Item not available online. (November 2007)
Testing via rate distortion Peter Harremoes Conference or Workshop Item Item not available online. (November 2007)
Segmenting multi-attribute sequences using dynamic Bayesian networks Robert Gwadera, Janne Toivola and Jaakko Hollmen Conference or Workshop Item Item availablity restricted. (28 October 2007)
Similarity and differences by finite automata Tamas Gaal Conference or Workshop Item Item not available online. (23 October 2007)
Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions Xiaoyang Tan and William Triggs Conference or Workshop Item (20 October 2007)
Fusing Gabor and LBP Feature Sets for Kernel-Based Face Recognition Xiaoyang Tan and William Triggs Conference or Workshop Item (20 October 2007)
Robustness of Phoneme Classification using Support Vector Machines: A Comparison between PLP and Acoustic Waveform Representations Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich and Matthew Ager Conference or Workshop Item (19 October 2007)
Learning Kernel Perceptron on Noisy Data using Random Projections Guillaume Stempfel and Liva Ralaivola Conference or Workshop Item Item not available online. (11 October 2007)
ROBUSTNESS OF PHONEME CLASSIFICATION USING GENERATIVE CLASSIFIERS: COMPARISON OF THE ACOUSTIC WAVEFORM AND PLP REPRESENTATIONS Matthew Ager, Zoran Cvetkovic, Peter Sollich and Jibran Yousafzai Conference or Workshop Item (08 October 2007)
Fast NML Computation for Naive Bayes Models Tommi Mononen and Petri Myllymäki Conference or Workshop Item (02 October 2007)
A Hilbert Space Embedding for Distributions Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf Conference or Workshop Item Item not available online. (October 2007)
A Prototype Decision Support System for GMO Traceability Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel Conference or Workshop Item Item not available online. (October 2007)
A Prototype Decision Support System for GMO Traceability Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel Conference or Workshop Item Item not available online. (October 2007)
An invariant large margin nearest neighbour classifier Mudigonda Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (October 2007)
Apprenticeship learning using inverse reinforcement learning and gradient methods G Neu and Csaba Szepesvari Conference or Workshop Item Item not available online. (October 2007)
Cluster Stability for Finite Samples Ohad Shamir and Naftali Tishby Conference or Workshop Item (October 2007)
Discriminative Subsequence Mining for Action Classification Sebastian Nowozin, Goekhan BakIr and Koji Tsuda Conference or Workshop Item (October 2007)
Graph Laplacian for interactive image retrieval Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (October 2007)
Harvesting image databases from the web Florian Schroff, A. Criminisi and Andrew Zisserman Conference or Workshop Item (October 2007)
Image classification using random forests and ferns A. Bosch, Andrew Zisserman and X. Munoz Conference or Workshop Item (October 2007)
Learning Object Representations for Visual Object Class Recognition Marcin Marszalek, Cordelia Schmid, Hedi Harzallah and Joost van de Weijer Conference or Workshop Item (October 2007)
Load estimation and control using learned dynamics models Giorgos Petkos and Sethu Vijayakumar Conference or Workshop Item (October 2007)
Multi-Activity Tracking in LLE Body Pose Space Tobias Jaeggli, Esther Koller-Meier, Luc Van Gool and Luc Van Gool Conference or Workshop Item (October 2007)
Optimising the topology of complex neural networks Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (October 2007)
Toward behavioral modeling of a grid system:mining the logging and bookkeeping files Xiangliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item (October 2007)
Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny Alexandre Devert, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item Item not available online. (October 2007)
Unsupervised Learning of Echo State Networks: A case study in Artificial Embryogeny. Alexandre Devert, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item (October 2007)
A Phase Transition-Based Perspective on Multiple Instance Kernels Romaric Gaudel, Michele Sebag and Antoine Cornuéjols Conference or Workshop Item (27 September 2007)
Towards Structured Output Prediction of Enzyme Function Katja Astikainen, Liisa Holm, Esa Pitkänen, Sandor Szedmak and Juho Rousu Conference or Workshop Item Item availablity restricted. (24 September 2007)
Mixture modeling of DNA copy number amplification patterns in cancer Jarkko Tikka, Jaakko Hollmen and Samuel Myllykangas Conference or Workshop Item Item availablity restricted. (21 September 2007)
A Fast Method to Predict the Labeling of a Tree Sergio Rojas and Mark Herbster Conference or Workshop Item (17 September 2007)
Learning String Balls with Correction Queries Leonor Becerra Bonache, Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Conference or Workshop Item Item not available online. (17 September 2007)
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions Jaakko Hollmen and Jarkko Tikka Conference or Workshop Item Item availablity restricted. (06 September 2007)
Algebraic and spectral methods for network anomaly detection. Given at: NATO school on Mining Massive Datasets for Security Italy, Sep. 2007 Naftali Tishby Conference or Workshop Item (05 September 2007)
Estimating parameters and hidden states in biological networks with particle filters Minh Quach, Nicolas Brunel and Florence d'Alché-Buc Conference or Workshop Item Item availablity restricted. (04 September 2007)
Model Selection and Estimation via subjective user preferences Jaakko Hollmen Conference or Workshop Item Item not available online. (04 September 2007)
Subtree Testing and Closed Tree Mining Through Natural Representations José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (03 September 2007)
Aggregation to compete the best prediction function in a finite set Jean-Yves Audibert Conference or Workshop Item Item not available online. (September 2007)
Anomaly detection in computer networks using linear SVMs Carolina Fortuna, Blaz Fortuna and Mihael Mohorcic Conference or Workshop Item (September 2007)
Asymmetric Term Alignment with Selective Contiguity Constraints by Multi-Tape Automata Madalina Barbaiani, Nicola Cancedda, Chris Dance, Szilard Fazekas, Tamas Gaal and Eric Gaussier Conference or Workshop Item (September 2007)
Coordinating concurrent transmissions: a constant-factor approximation of maximum-weight independent set in local conflict graphs Petteri Kaski, Aleksi Penttinen and Jukka Suomela Conference or Workshop Item Item availablity restricted. (September 2007)
Discriminative Sequence Labeling by Z-score Optimization elisa ricci, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2007)
Distributed Categorizer for Large Category System Eric Gaussier and Francois Pacull Conference or Workshop Item Item availablity restricted. (September 2007)
Efficient continuous-time reinforcement learning with adaptive state graphs Gerhard Neumann, Michael Pfeiffer and Wolfgang Maass Conference or Workshop Item Item not available online. (September 2007)
Face Recognition Based on 2D and 3D Features Stefano Arca, Raffaella Lanzarotti and Giuseppe Lipori Conference or Workshop Item Item not available online. (September 2007)
Gap-free bounds for multi-armed stochastic bandit. Anatoli Juditsky, Alexander Nazin, Alexandre Tsybakov and Nicolas Vayatis Conference or Workshop Item (September 2007)
How to find interesting locations in video: a spatiotemporal interest point detector learned from human eye movements Kienzle Wolf, Scholkopf Bernhard, Wichmann Felix and Franz Matthias Conference or Workshop Item (September 2007)
Learning Canonical Forms of Entailment Rules Idan Szpektor and Ido Dagan Conference or Workshop Item (September 2007)
Linear Data Fusion with drCCA Abhishek Tripathi, Arto Klami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (September 2007)
MINI: Mining Informative Non-redundant Itemsets arianna gallo, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2007)
Output Grouping using Dirichlet Mixtures of Linear Gaussian State-Space Models Silvia Chiappa and David Barber Conference or Workshop Item Item not available online. (September 2007)
Overview of the ImageCLEF 2007 Object Retrieval Task Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, Andras Benczur, Matyas Brendel, Balint Daroczy, Escalante Balderas, Hugo Jair, Theo Gevers, Carlos Arturo Hernandez Gracidas, Steven Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger and Lei Wu Conference or Workshop Item Item not available online. (September 2007)
Principal Component Analysis for Large Scale Problems with Lots of Missing Values Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item (September 2007)
Probabilistic explanation based learning Luc De Raedt, Angelika Kimmig and Hannu Toivonen Conference or Workshop Item (September 2007)
Relaxation Labeling for Selecting and Exploiting Efficiently Non-Local Dependencies in Sequence Labeling Guillaume Wisniewski and Patrick Gallinari Conference or Workshop Item (September 2007)
Rushes summarization with Self-Organizing Maps Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (September 2007)
Thoughts on evaluation of image retrieval inspired by ImageCLEF 2007 object retrieval task Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (September 2007)
XRCE’s Participation to CLEF 2007 Domain-specific Track Stephane Clinchant and Jean-Michel Renders Conference or Workshop Item Item not available online. (September 2007)
XRCE’s Participation to ImageCLEFphoto 2007 Stephane Clinchant, Jean-Michel Renders and Gabriela Csurka Conference or Workshop Item Item not available online. (September 2007)
A Markov Clustering Method for Analyzing Movement Trajectories Jacob Goldberger, Keren Erez and Moshe Abeles Conference or Workshop Item (28 August 2007)
Fast semi-supervised discriminative component analysis Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item (28 August 2007)
Estimating VTLN warping factors by distribution matching Janne Pylkkönen Conference or Workshop Item (27 August 2007)
Discovering the truth by conducting experiments Wouter Koolen Conference or Workshop Item Item not available online. (24 August 2007)
Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks Antti Sorjamaa and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (12 August 2007)
Overview of Morpho Challenge in CLEF 2007 Mikko Kurimo, Mathias Creutz and Ville Turunen Conference or Workshop Item (11 August 2007)
Unsupervised Morpheme Analysis Evaluation by IR experiments at Morpho Challenge 2007 Mikko Kurimo, Mathias Creutz and Ville Turunen Conference or Workshop Item (11 August 2007)
Unsupervised Morpheme Analysis Evaluation by a Comparison to a Linguistic Gold Standard at Morpho Challenge 2007 Mikko Kurimo, Mathias Creutz and Matti Varjokallio Conference or Workshop Item (11 August 2007)
Closed and maximal tree mining using natural representations José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (01 August 2007)
Decision and Learning Model Selection for Complex Adaptive Systems Tei Laine Conference or Workshop Item Item not available online. (01 August 2007)
General Graph Refinement with Polynomial Delay Jan Ramon and Siegfried Nijssen Conference or Workshop Item Item not available online. (01 August 2007)
What is frequent in a single graph? Björn Bringmann and Siegfried Nijssen Conference or Workshop Item Item not available online. (01 August 2007)
A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil and Yiming Ying Conference or Workshop Item (August 2007)
Automatic Pose Estimation for Range Images on the GPU Marcel Germann, Michael D. Breitenstein, In Kyu Park and Hanspeter Pfister Conference or Workshop Item Item not available online. (August 2007)
Evaluation of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems Yuan Shen, Cedric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor and Remi Barillec Conference or Workshop Item Item availablity restricted. (August 2007)
Evaluation of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems Yuan Shen, Cedric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor and Remi Barillec Conference or Workshop Item Item availablity restricted. (August 2007)
Graphs, hypergraphs and inductive logic programming Hendrik Blockeel, Tijn Witsenburg and Joost Kok Conference or Workshop Item (August 2007)
Higher Order Statistics in Play-out Analysis Tapani Raiko Conference or Workshop Item (August 2007)
Learning to align: a statistical approach elisa ricci, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (August 2007)
Model-driven detection of clean speech patches in noise Jonathan Laidler, Martin Cooke and Neil Lawrence Conference or Workshop Item (August 2007)
Unveiling Music Structure via PLSA Similarity Fusion Jerónimo Arenas-Garcia, Anders Meng, Kaare B. Petersen, Tue Lehn-Schioler, Lars K. Hansen and Jan Larsen Conference or Workshop Item (August 2007)
Using clustering trees for learning phylogenetic trees. Celine Vens and Hendrik Blockeel Conference or Workshop Item (August 2007)
Variable Scaling for Time Series Prediction: Application to the ESTSP'07 and the NN3 Forecasting Competitions Elia Liitiäinen and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (August 2007)
Learning and Decision Model Selection for a Class of Complex Adaptive Systems Tei Laine Conference or Workshop Item Item not available online. (27 July 2007)
A Kernel Approach to Comparing Distributions Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (24 July 2007)
A Kernel Approach to Comparing Distributions Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (24 July 2007)
Mining Frequent Closed Unordered Trees Through Natural Representations José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (22 July 2007)
Régression Logistique Parcimonieuse Romain Herault and Yves Grandvalet Conference or Workshop Item Item availablity restricted. (04 July 2007)
Une application en bibliométrie basée sur DBLP et l'algorithme PageRank Emilie Samuel, Colin de la Higuera, François Jacquenet, Fabrice Muhlenbach and Thierry Murgue Conference or Workshop Item Item availablity restricted. (02 July 2007)
Comparison of Subspace Methods for Gaussian Mixture Models in Speech Recognition Matti Varjokallio and Mikko Kurimo Conference or Workshop Item (01 July 2007)
Morfessor and VariKN machine learning tools for speech and language technology Vesa Siivola, Mathias Creutz and Mikko Kurimo Conference or Workshop Item (01 July 2007)
An application of bayesian model averaging to histograms Rudy Sicard and Thierry Artières Conference or Workshop Item Item not available online. (July 2007)
Apprentissage de Mélanges Gaussiens par Maximisation de la marge avec SMO Trinh-Minh-Tri Do and Thierry Artières Conference or Workshop Item (July 2007)
Estimating human endogeneous retrovirus activities in various tissues with a hidden Markov mixture model Merja Oja, Jaakko Peltonen, Jonas Blomberg and Samuel Kaski Conference or Workshop Item Item not available online. (July 2007)
Gender-Sensitive Automated Negotiators Ron Katz and Sarit Kraus Conference or Workshop Item Item not available online. (July 2007)
Gender-Sensitive Automated Negotiators Ron Katz and Sarit Kraus Conference or Workshop Item (July 2007)
Hierarchical Gaussian process latent variable models Neil Lawrence and Andrew Moore Conference or Workshop Item (July 2007)
Hierarchical Penalization Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux Conference or Workshop Item Item not available online. (July 2007)
ImageEval: XRCE Approaches Stephane Clinchant, Gabriela Csurka, Florent Perronin and Jean-Michel Renders Conference or Workshop Item Item not available online. (July 2007)
Incorporating Observer Biases in Keyhole Plan Recognition (Efficiently!) Dorit Avrahami-Zilberbrand and Gal Kaminka Conference or Workshop Item Item not available online. (July 2007)
Molecular Graph Kernels for Drug Discovery Craig Saunders and Anthony Demco Conference or Workshop Item Item not available online. (July 2007)
OntoGen: Semi-automatic Ontology Editor Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (July 2007)
Q-learning Algorithms for Optimal Stopping Based on Least Squares Huizhen Yu and Dimitri Bertsekas Conference or Workshop Item (July 2007)
Robust Multi-Cellular Developmental Design alexandre devert, Nicolas Bredeche and Marc Schoenauer Conference or Workshop Item Item not available online. (July 2007)
Robustness of VOR and OKR adaptation under kinematics and dynamics transformations Adrian Haith and Sethu Vijayakumar Conference or Workshop Item (July 2007)
Semantic inference at the lexical-syntactic level Roy Bar Haim, Ido Dagan, Iddo Greental and Eyal Shnarch Conference or Workshop Item (July 2007)
The Information Bottleneck revisited or how to choose a good Distortion measure Peter Harremoes and Naftali Tishby Conference or Workshop Item (July 2007)
Learning from Relevant Tasks Only Samuel Kaski and Jaakko Peltonen Conference or Workshop Item Item not available online. (29 June 2007)
Web Customer Modeling for Automated Session Prioritization on High Traffic Sites Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item not available online. (25 June 2007)
An optimal reduced representation of a MoG with applications to medical image database classification Jacob Goldberger, Hayit Green and Jeremie Dreyfuss Conference or Workshop Item (21 June 2007)
Combining region and edge cues for image segmentation in a probabilistic Gaussian mixture framework Omer Rotem, Hayit Greenspan and Jacob Goldberger Conference or Workshop Item (21 June 2007)
Combining region and edge cues for image segmentation in a probabilistic Gaussian mixture framework Omer Rotem, Hayit Greenspan and Jacob Goldberger Conference or Workshop Item (21 June 2007)
Sparse Probabilistic Classifiers Romain Herault and Yves Grandvalet Conference or Workshop Item (20 June 2007)
A distributed approximation scheme for sleep scheduling in sensor networks Patrik Floréen, Petteri Kaski and Jukka Suomela Conference or Workshop Item Item availablity restricted. (18 June 2007)
Region classification with Markov field aspect models Jakob Verbeek and William Triggs Conference or Workshop Item (18 June 2007)
Optimal Step Nonrigid ICP Algorithms for Surface Registration Brian Amberg, Sami Romdani and Thomas Vetter Conference or Workshop Item (17 June 2007)
The statistical properties of local log-contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (11 June 2007)
Strong Equilibrium in Cost-Sharing Connection Game Amir Epstein, Michal Feldman and Yishay Mansour Conference or Workshop Item (09 June 2007)
Regret to the Best vs. Regret to the average. Eyal Even-Dar, Michael Kearns, Yishay Mansour and Jenn Wortman Conference or Workshop Item (08 June 2007)
The Communication Complexity of Uncoupled Nash Equilibrium Procedures Srgiu Hart and Yishay Mansour Conference or Workshop Item (08 June 2007)
Fast Semi-supervised Discriminative Component Analysis Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item Item not available online. (06 June 2007)
A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2007)
3D Probabilistic Feature Point Model for Object Detection and Recognition Sami Romdani and Thomas Vetter Conference or Workshop Item (June 2007)
Accurate Object Localization with Shape Masks Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (June 2007)
Boosting Algorithms for Maximizing the Soft Margin Manfred Warmuth, Karen Glocer and Gunnar Raetsch Conference or Workshop Item Item not available online. (June 2007)
Context-based intelligent educational system for car drivers Brézillon Juliette, Brézillon Patrick, Thierry Artieres and Tijus Charles Conference or Workshop Item Item not available online. (June 2007)
Contrast Set Mining for Distinguishing between Similar Diseases Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (June 2007)
Convergence of the graph Laplacian: application to dimensionality estimation and image segmentation Jean-Yves Audibert Conference or Workshop Item Item not available online. (June 2007)
Cross Lingual and Semantic Retrieval for Cultural Heritage Appreciation Idan Szpektor, Ido Dagan, Alon Lavie, Danny Shacham and Shuly Winter Conference or Workshop Item (June 2007)
Evaluating performance of automatic image annotation: example case by fusing global image features Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2007)
Fast learning rates for plug-in classifiers under the margin condition Jean-Yves Audibert Conference or Workshop Item Item not available online. (June 2007)
Fisher Kernels on Visual Vocabularies for Image Categorization Florent Perronin and Chris Dance Conference or Workshop Item Item not available online. (June 2007)
Fully unsupervised discovery of concept-specific relationships by web mining Dmitry Davidov, Ari Rappoport and Moshe Koppel Conference or Workshop Item (June 2007)
Instance-based Evaluation of Entailment Rule Acquisition Idan Szpektor, Eyal Shnarch and Ido Dagan Conference or Workshop Item (June 2007)
Kernelizing PLS, Degrees of Freedom, and Efficient Model Selection Nicole Krämer and Mikio L. Braun Conference or Workshop Item (June 2007)
Known Unknowns: Novelty Detection in Condition Monitoring John Quinn and Christopher Williams Conference or Workshop Item (June 2007)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (June 2007)
Local dependent components Arto Klami and Samuel Kaski Conference or Workshop Item (June 2007)
Multiclass Multiple Kernel Learning Alexander Zien and Cheng Soon Ong Conference or Workshop Item (June 2007)
New neighborhood based classification rules for metric spaces and their use in ensemble classification Jose Norberto Mazon, Luisa Mico and Francisco Moreno-Seco Conference or Workshop Item Item not available online. (June 2007)
Semantic Hierarchies for Visual Object Recognition Marcin Marszalek and Cordelia Schmid Conference or Workshop Item (June 2007)
Semantic inference at the lexical-syntactic level for textual entailment recognition Roy Bar Haim, Ido Dagan, Iddo Greental, Idan Szpektor and Moshe Friedman Conference or Workshop Item (June 2007)
Strategies for prediction under imperfect monitoring Gábor Lugosi, Gilles Stoltz and Shie Mannor Conference or Workshop Item (June 2007)
Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data Nada Lavrac, Petra Kralj, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (June 2007)
The Third PASCAL Recognizing Textual Entailment Challenge Danilo Giampiccolo, Bernardo Magnini, Ido Dagan and Bill Dolan Conference or Workshop Item (June 2007)
Thinning and the Law of Small Numbers Peter Harremoes, O. Johnson and I. Kontoyiannis Conference or Workshop Item (June 2007)
Training and Approximation of a Primal Multiclass Support Vector Machine Alexander Zien, Fabio De Bona and Cheng Soon Ong Conference or Workshop Item (June 2007)
Transductive Rademacher complexity and its applications Ran El-Yaniv and Dmitry Pechyony Conference or Workshop Item (June 2007)
Transductive Support Vector Machines for Structured Variables Alexander Zien, Ulf Brefeld and Tobias Scheffer Conference or Workshop Item (June 2007)
Using Classifier Features for Studying the Effect of Native Language on the Choice of Written Second Language Words Oren Tsur and Ari Rappoport Conference or Workshop Item (June 2007)
Weakly supervised clustering: hydridizing constructive induction and double clustering Xiangliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item (June 2007)
Weighted Substructure Mining for Image Analysis Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo and Goekhan BakIr Conference or Workshop Item (June 2007)
Switching between predictors with an application in density estimation Tim Erven, van, Steven de Rooij and Peter Grünwald Conference or Workshop Item (24 May 2007)
Bounding the k-family-wise error rate using resampling methods Tijl De Bie and John Shawe-Taylor Conference or Workshop Item (15 May 2007)
Policy-based autonomous bidding for overload management in eCommerce websites Toni Moreno, Nicolas Poggi, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item availablity restricted. (14 May 2007)
Contrast Set Mining through Subgroup Discovery Applied to Brain Ischaemia Data Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (May 2007)
Fault detection and diagnosis from the logging and bookkeping data Xiangliang Zhang, Cecile Germain and Michele Sebag Conference or Workshop Item (May 2007)
From Layout to Semantic: A Reranking Model for Mapping Web Documents to Mediated XML Representations Guillaume Wisniewski and Patrick Gallinari Conference or Workshop Item (May 2007)
Sensor-assisted adaptive motor control under continuously varying context Heiko Hoffmann, Georgios Petkos, Sebastian Bitzer and Sethu Vijayakumar Conference or Workshop Item (May 2007)
Using Image Stimuli to Drive fMRI Analysis David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Conference or Workshop Item (May 2007)
Learning from Time-Changing Data with Adaptive Windowing Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item availablity restricted. (26 April 2007)
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar and Andreas Stolcke Conference or Workshop Item Item availablity restricted. (24 April 2007)
Indexing Confusion Networks for Morph-based Spoken Document Retrieval Ville Turunen and Mikko Kurimo Conference or Workshop Item (15 April 2007)
State-of-the-Art and Evolution in Public Data Sets and Competitions for System Identification, Time Series Prediction and Pattern Recognition Joos Vandewalle, Johan Suykens, Bart De Moor and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (13 April 2007)
Value-iteration based fitted policy iteration: learning with a single trajectory András Antos, Csaba Szepesvari and Rémi Munos Conference or Workshop Item Item availablity restricted. (05 April 2007)
Gaussian process latent variable models for fault detection Luka Eciolaza, M. Alkarouri, Neil Lawrence, V. Kadirkamanathan and Peter Fleming Conference or Workshop Item Item not available online. (01 April 2007)
Vocabulary Decomposition for Estonian Open Vocabulary Speech Recognition Antti Puurula and Mikko Kurimo Conference or Workshop Item (01 April 2007)
A metamorphosis of Canonical Correlation Analysis into Multivariate Maximum Margin Learning Sandor Szedmak, Tijl De Bie and David Hardoon Conference or Workshop Item Item not available online. (April 2007)
BodySpace: inferring body pose for natural control of a music player steven Strachan, Roderick Murray-Smith and Sile O’Modhrain Conference or Workshop Item (April 2007)
Data Integration for Classification Problems Employing Gaussian Process Priors Mark Girolami and Mingjun Zhong Conference or Workshop Item (April 2007)
Deploying SDP for machine learning Tijl De Bie Conference or Workshop Item Item not available online. (April 2007)
Functional Elements and Networks in fMRI Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário and Samuel Kaski Conference or Workshop Item (April 2007)
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm R. Jenssen, T. Eltoft, M. Girolami, D. Erdogmus: Jenssen Robert, Eltoft T, Girolami Mark and Erdogmus D Conference or Workshop Item (April 2007)
Kernel regression based machine translation Zhuoran Wang, John Shawe-Taylor and Sandor Szedmak Conference or Workshop Item (April 2007)
Majorize-minimize algorithm for multiresponse sparse regression Timo Similä Conference or Workshop Item Item availablity restricted. (April 2007)
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation Gavin Cawley, Nicola Talbot and Mark Girolami Conference or Workshop Item Item not available online. (April 2007)
Estimating Parameters and Hidden Variables in a Non-linear State-space Model of Regulatory Networks Minh Quach, Nicolas Brunel and Florence d'Alché-Buc Conference or Workshop Item Item availablity restricted. (28 March 2007)
Filtrage Collaboratif avec un Algorithme d'Ordonnancement Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (28 March 2007)
A Framework for Probability Density Estimation John Shawe-Taylor and Alexander Dolia Conference or Workshop Item (21 March 2007)
Learning for larger datasets with the Gaussian process latent variable model Neil Lawrence Conference or Workshop Item (21 March 2007)
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages Mathias Creutz, Teemu Hirsimaki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar and Andreas Stolcke Conference or Workshop Item (05 March 2007)
Category Level Object Segmentation Diane Larlus and Frederic Jurie Conference or Workshop Item Item not available online. (March 2007)
Gaps in Support Vector Optimization Nikolas List, Don Hush, Clint Scovel and Ingo Steinwart Conference or Workshop Item Item availablity restricted. (March 2007)
Generalized SMO-style decomposition algorithms Nikolas List Conference or Workshop Item Item availablity restricted. (March 2007)
Human Heuristics for a Team of Mobile Robots Charles Tijus, Nicolas Bredeche, Yves Kodratoff, Mary Felkin, Cedric Hartland, Elisabetta Zibetti and Vincent Besson Conference or Workshop Item Item not available online. (March 2007)
Kernel Multi-task Learning using Task-specific Features Edwin Bonilla, Felix Agakov and Christopher Williams Conference or Workshop Item (March 2007)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (March 2007)
Margin based Transductive Graph Cuts using Linear Programming Kristiaan Pelckmans, John Shawe-Taylor, Johan Suykens and Bart De Moor Conference or Workshop Item (March 2007)
MDL Histogram Density Estimation Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (March 2007)
Towards Intent Dependent Image Enhancement: State-of-the-art and Recent Attempts Marco Bressan, Gabriela Csurka and Sebastian Favre Conference or Workshop Item Item not available online. (March 2007)
Long-term prediction of time series using a parsimonious set of inputs and LS-SVM Jarkko Tikka and Jaakko Hollmen Conference or Workshop Item (07 February 2007)
A Characterization of Strong Learnability in the Statistical Query Model Hans Simon Conference or Workshop Item (February 2007)
NEW FEATURE SELECTION FRAMEWORKS IN EMOTION RECOGNITION TO EVALUATE THE INFORMATIVE POWER OF SPEECH RELATED FEATURES Halis Altun, John Shawe-Taylor and Gokhan Polat Conference or Workshop Item Item availablity restricted. (February 2007)
Conditional NML universal models Jorma Rissanen and Teemu Roos Conference or Workshop Item (30 January 2007)
Apprentissage semi--supervisé de fonctions d'ordonnancement Vinh Truong and Massih Amini Conference or Workshop Item (23 January 2007)
A cooperative approach to style-oriented music composition David Espí, Pedro J. Ponce de León, Carlos Pérez-Sancho, David Rizo, José Iñesta, Francisco Moreno-Seco and Antonio Pertusa Conference or Workshop Item (06 January 2007)
WiFi-SLAM using Gaussian process latent variable models Brian D. Ferris, Dieter Fox and Neil Lawrence Conference or Workshop Item (06 January 2007)
A hidden Markov model for estimating retrovirus activities from expressed sequence databases Merja Oja, Jaakko Peltonen and Samuel Kaski Conference or Workshop Item Item not available online. (January 2007)
A Machine Learning approach for Statistical Software Testing Nicolas Baskiotis, Michèle Sebag, Marie-Claude Gaudel and Sandrine Gouraud Conference or Workshop Item Item not available online. (January 2007)
A Nonparametric Approach to Bottom-Up Visual Saliency Wolf Kienzle, Felix Wichmann, Bernhard Schölkopf and Matthias Franz Conference or Workshop Item (January 2007)
A Subspace Kernel for Nonlinear Feature Extraction Jason Farquhar and Mingrui Wu Conference or Workshop Item (January 2007)
Continuous time associative bandit problems A György, L Kocsis, I Szabó and Csaba Szepesvari Conference or Workshop Item Item not available online. (January 2007)
Discovering condition-dependent Bayesian networks for gene regulation Antti Ajanki, Janne Nikkila and Samuel Kaski Conference or Workshop Item Item not available online. (January 2007)
Kernel Carpentry for Online Regression using Randomly Varying Coefficient Model Narayanan Edakunni, Stefan Schaal and Sethu Vijayakumar Conference or Workshop Item (January 2007)
ProbLog: a probabilistic Prolog and its application in link discovery Luc De Raedt, Angelika Kimmig and Hannu Toivonen Conference or Workshop Item (January 2007)
Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller Conference or Workshop Item (2007)
A Dependence Maximization View of Clustering Le Song, Alex Smola, Arthur Gretton and karsten borgwardt Conference or Workshop Item Item not available online. (2007)
A generic approach to model complex system reliability using graphical duration models R. Donat, L. Bouillaut, P. Aknin, Philippe Leray and D. Levy Conference or Workshop Item Item not available online. (2007)
A Kernel Method for the Two-Sample-Problem Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (2007)
A Kernel Test of Statistical Dependence Arthur Gretton, kenji fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (2007)
A kernel-based causal learning algorithm X. Sun, D. Janzing and B. Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
A Local Learning Approach for Clustering Mingru Wu and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
A memetic algorithm for the generalized traveling salesman problem Gregory Gutin, D Karapetyan and N Krasnogor Conference or Workshop Item (2007)
A Modified SVM Classification Algorithm for Data of Variable Quality Bruno Apolloni, Dario Malchiodi and Luca Natali Conference or Workshop Item Item not available online. (2007)
A Nonparametric Bayesian Approach to Modeling Overlapping Clusters Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2007)
A phase transition-based perspective on multiple instance kernels Romaric Gaudel, Michele Sebag and Antoine Cornuéjols Conference or Workshop Item (2007)
A phase transition-based perspective on multiple instance kernels Romaric Gaudel, Michele Sebag and Antoine Cornuéjols Conference or Workshop Item (2007)
A PROTOTYPE DECISION SUPPORT SYSTEM FOR GMO TRACEABILITY Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Stebih, Dany Morisset and Jana Zel Conference or Workshop Item Item not available online. (2007)
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions Z Zeng, M Pantic, G Roisman and T Huang Conference or Workshop Item Item not available online. (2007)
A tabular pruning rule in tree-based pruning rule fast nearest neighbour search algorithms Jose Oncina, Franck Thollard, Eva Gomez-Ballester, Luisa Mico and Francisco Moreno-Seco Conference or Workshop Item Item not available online. (2007)
A Unified Algorithmic Approach for Efficient Online Label Ranking Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2007)
ACTIVE LEARNING IN REGRESSION, WITH APPLICATION TO STOCHASTIC DYNAMIC PROGRAMMING Olivier Teytaud, Sylvain Gelly and Jeremie Mary Conference or Workshop Item (2007)
Adding semantic information: unsupervised clusters for coreference resolution Iris Hendrickx and Walter Daelemans Conference or Workshop Item Item not available online. (2007)
ADVANCING TOPIC ONTOLOGY LEARNING THROUGH TERM EXTRACTION Blaz Fortuna, Nada Lavrac and Paola Velardi Conference or Workshop Item Item not available online. (2007)
Agglomerative Independent Variable Group Analysis Antti Honkela, Jeremias Seppä and Esa Alhoniemi Conference or Workshop Item (2007)
Aggregation by exponential weighting and sharp oracle inequalities. Arnak Dalalyan and Alexandre Tsybakov Conference or Workshop Item (2007)
An algorithm for finding connected convex subgraphs of an acyclic digraph Gregory Gutin, A Johnstone, J Reddington, E Scott, A Soleimanfallah and A Yeo Conference or Workshop Item (2007)
An Analysis of Inference with the Universum F.H. Sinz, O. Chapelle, A. Agarwal and B. Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models Sathiya Keerthi, Vikas Sindhwani and Olivier Chapelle Conference or Workshop Item (2007)
An exemplar model for learning object classes O. Chum and Andrew Zisserman Conference or Workshop Item (2007)
An introduction to stochastic control theory, path integrals and reinforcement learning Bert Kappen Conference or Workshop Item (2007)
An Iterative Signal Detection Algorithm based on Bayesian Belief Propagation Ideas Ian Proudler, Stephen J. Roberts, Steven Reece and Iead Rezek Conference or Workshop Item (2007)
An unsupervised fuzzy ensemble algorithmic scheme for gene expression data analysis Roberto Avogadri and Giorgio Valentini Conference or Workshop Item (2007)
Analogical Reasoning with Relational Bayesian Sets Ricardo Silva, Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2007)
Anytime many-armed bandits Olivier Teytaud, Sylvain Gelly and Michele Sebag Conference or Workshop Item (2007)
Applying the episodic natural actor-critic architecture to motor primitive learning Jan Peters and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
Apprentissage actif pour l'annotation de documents Loïc Lecerf and Boris Chidlovskii Conference or Workshop Item (2007)
Approximated geodesic updates with principal natural gradients Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)
Bayesian Inference and Optimal Design in the Sparse Linear Model matthias seeger, Florian Steinke and Koji Tsuda Conference or Workshop Item (2007)
Bayesian Inference for Sparse Generalized Linear Models matthias seeger, Sebastian Gerwinn and Matthias Bethge Conference or Workshop Item (2007)
Better Algorithms and Bounds for Directed Maximum Leaf Problems N Alon, F Fomin, Gregory Gutin, M Krivelevich and S Saurabh Conference or Workshop Item (2007)
Betti numbers and minimal free resolutions for multi-state system reliability bounds Eduardo Saenz de Cabezon and Henry Wynn Conference or Workshop Item Item not available online. (2007)
Branch and Bound for Semi-Supervised Support Vector Machines Olivier Chapelle, Vikas Sindhwani and Sathiya Keerthi Conference or Workshop Item (2007)
Causal graphical models with latent variables: Learning and inference Stijn Meganck, Philippe Leray and B. Manderick Conference or Workshop Item Item not available online. (2007)
Change-Point Detection using Krylov Subspace Learning Tsuyoshi Ide and Koji Tsuda Conference or Workshop Item (2007)
Characterizing Implications of Injective Partial Orders José Balcázar and Gemma Garriga Conference or Workshop Item (2007)
Classifier selection strategies for label fusion using large atlas databases P Aljabar, A Hammers, R Heckemann, J Hajnal and D Rueckert Conference or Workshop Item Item not available online. (2007)
Cluster identification in nearest neighbor graphs. Markus Maier, Matthias Hein and Ulrike v. Luxburg Conference or Workshop Item Item not available online. (2007)
Colored Maximum Variance Unfolding Le Song, Alex Smola, Karsten Borgwardt and Arthur Gretton Conference or Workshop Item Item not available online. (2007)
Combined Support Vector Machines and Hidden Markov Models for Modeling Facial Action Temporal Dynamics M Valstar and M Pantic Conference or Workshop Item Item not available online. (2007)
Conditioning, halting criteria and choosing lambda Olivier Teytaud Conference or Workshop Item (2007)
Context Estimation and Learning Control through Latent Variable Extraction: From discrete to continuous contexts Giorgos Petkos and Sethu Vijayakumar Conference or Workshop Item (2007)
Continuous lunches are free Olivier Teytaud and Anne Auger Conference or Workshop Item (2007)
Coupled Detection and Trajectory Estimation for Multi-Object Tracking Bastian Leibe, Konrad Schindler and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Cross-mining binary and numerical attributes Gemma Garriga, Hannes Heikinheimo and Jouni Seppänen Conference or Workshop Item (2007)
Curvature Guided Level Set Registration using Adaptive Finite Elements Andreas Dedner, Marcel Lüthi, Thomas Albrecht and Thomas Vetter Conference or Workshop Item (2007)
Curvature Guided Surface Registration using Level Sets Marcel Lüthi, Thomas Albrecht and Thomas Vetter Conference or Workshop Item (2007)
DCMA, yet another derandomization in covariance matrix adaptation Olivier Teytaud and Justin Bedo Conference or Workshop Item (2007)
Depth and Appearance for Mobile Scene Analysis Andreas Ess, Bastian Leibe and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Detecting changes in polarimetric SAR data with content-based image retrieval. Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste and Tuomas Häme Conference or Workshop Item Item not available online. (2007)
Devices as Interactive Physical Containers: The Shoogle System John Williamson, Roderick Murray-Smith and Stephen Hughes Conference or Workshop Item Item availablity restricted. (2007)
Dimensionality reduction and generalization Sofia Mosci, Lorenzo Rosasco and Alessandro Verri Conference or Workshop Item Item not available online. (2007)
Discriminative Keyword Spotting Joseph Keshet, David Grangier and Samy Bengio Conference or Workshop Item (2007)
Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions X. Sun, D. Janzing and B. Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
Drum'n'Bayes: On-Line Variational Inference for Beat Tracking and Rhythm Recognition Charles Fox, Iead Rezek and Stephen J. Roberts Conference or Workshop Item (2007)
Dynamic 3D Scene Analysis from a Moving Vehicle Bastian Leibe, Nico Cornelis, Kurt Cornelis and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Efficient Mining of Frequent and Distinctive Feature Configurations Till Quack, Vittorio Ferrari, Bastian Leibe and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Efficient Statistical Performance Modeling for Autonomic, Service-oriented Systems Rui Zhang, A. Bivens and Iead Rezek Conference or Workshop Item (2007)
Entire Regularization Paths for Graph Data Koji Tsuda Conference or Workshop Item (2007)
Evaluation of policy gradient methods and variants on the cart-pole benchmark Martin Riedmiller, Jan Peters and Stefan Schaal Conference or Workshop Item (2007)
Evaluation of semi-automatic ontology generation in real-world setting Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Example-Based Conceptual Styling Framework for Automotive Shapes Istvan Kokai, Jörg Finger, Randall Smith, Richard Pawlicki and Thomas Vetter Conference or Workshop Item (2007)
Experimental evaluation of task space position/orientation control towards compliant control for humanoid robots Jun Nakanishi, Michael Mistry, Jan Peters and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
EXPLORATORY ANALISYSIS OF THE ILPnet2 SOCIAL NETWORK Sergeja Sabo, Miha Grcar, David Fabjan, Peter Ljubic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)
Face recognition using Parzenfaces Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)
Fast Kernel ICA using an Approximate Newton Method Hao Shen, stefanie jegelka and Arthur Gretton Conference or Workshop Item Item not available online. (2007)
Finding Low-Entropy Sets and Trees from Binary Data Hannes Heikinheimo, Eino Hinkkanen, Heikki Mannila, Taneli Mielikäinen and Jouni Seppänen Conference or Workshop Item (2007)
Frequency assignment - case study. Part I, Problem definition Igor Pesek, Iztok Saje and Janez Žerovnik Conference or Workshop Item Item not available online. (2007)
Frequency assignment - case study. Part II, Computational results Igor Pesek, Iztok Saje and Janez Žerovnik Conference or Workshop Item Item not available online. (2007)
From social network to light-weight ontology Dunja Mladenić, Marko Grobelnik and Blaz Fortuna Conference or Workshop Item Item not available online. (2007)
Fully Unsupervised Discovery of Concept-Specific Relationships by Web Mining Dmitry Davidov, Ari Rappoport and Moshe Koppel Conference or Workshop Item (2007)
Generalised Linear Pose Estimation Andreas Ess, Alexander Neubeck and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Generation of incomplete test-data using bayesian networks Olivier François and Philippe Leray Conference or Workshop Item Item not available online. (2007)
Graph Kernels for Molecular and Reduced Graphs Craig Saunders and Anthony Demco Conference or Workshop Item (2007)
Graph-cut transducers for relevance feedback in content based image retrieval Hichem Sahbi, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (2007)
Growing hierarchical self-organizing map for alarm filtering in network intrusion detection systems A. Faour, Philippe Leray and B. Eter Conference or Workshop Item Item not available online. (2007)
How to Distinguish Posed from Spontaneous Smiles using Geometric Features M Valstar, H Gunes and M Pantic Conference or Workshop Item Item not available online. (2007)
Human Body Gesture Recognition using Adapted Auxiliary Particle Filtering A Oikonomopoulos and M Pantic Conference or Workshop Item Item not available online. (2007)
Hybrid local search techniques for the resource-constrained project scheduling problem Igor Pesek, Janez Žerovnik and Schaerf Andrea Conference or Workshop Item Item not available online. (2007)
Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions Christian Walder, Bernhard Schölkopf and Olivier Chapelle Conference or Workshop Item Item availablity restricted. (2007)
Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions Christian Walder, Bernhard Schölkopf and Olivier Chapelle Conference or Workshop Item (2007)
Independent process analysis without a priori dimensional information Barnabas Poczos, Zoltan Szabo, Melinda Kiszlinger and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
Independent process analysis without a priori dimensional information Barnabas Poczos, Zoltan Szabo, Melinda Kiszlinger and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
Inference in the promedas medical expert system Bastian Wemmenhove, Joris Mooij, Wim Wiegerinck, Martijn Leisink, Bert Kappen and J. Neijt Conference or Workshop Item (2007)
Inferring vertex properties from topology in large networks Janne Sinkkonen, Janne Aukia and Samuel Kaski Conference or Workshop Item (2007)
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis David Knowles and Zoubin Ghahramani Conference or Workshop Item (2007)
Information Bottleneck for Non Co-Occurrence Data Yevgeny Seldin, Noam Slonim and Naftali Tishby Conference or Workshop Item (2007)
Kernel Measures of Conditional Dependence Kenji Fukumizu, Arthur Gretton, xiaohai sun and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2007)
Kernel Multi-task Learning using Task-specific Features. Edwin Bonilla, Felix Agakov and Christopher Williams Conference or Workshop Item (2007)
Large Scale Hidden Semi-Markov SVMs Gunnar Raetsch and Sören Sonnenburg Conference or Workshop Item Item not available online. (2007)
Learning Color Names from Real-World Images Joost van de Weijer, Cordelia Schmid and Jakob Verbeek Conference or Workshop Item Item not available online. (2007)
Learning Dense 3D Correspondence Florian Steinke, Bernhard Schölkopf and Volker Blanz Conference or Workshop Item Item availablity restricted. (2007)
LEARNING RIPPLE DOWN RULES FOR EFFICIENT LEMMATIZATION Matjaz Jursic, Igor Mozetic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)
Learning Similarity between Tree Structured Data: Application to Image Recognition Laurent Boyer, Amaury Habrard and Marc Sebban Conference or Workshop Item (2007)
Learning the Inter-frame Distance for Discriminative Template-based Keyword Detection David Grangier and Samy Bengio Conference or Workshop Item (2007)
Learning with Hypergraphs: Clustering, Classification, and Embedding Dengyong Zhou, Jiayuan Huang and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
Linear and nonlinear generative probabilistic class models for shape contours Graham McNeill and Sethu Vijayakumar Conference or Workshop Item (2007)
Linear Programming Boosting for the Classification of Musical Genre Tom Diethe and John Shawe-Taylor Conference or Workshop Item (2007)
Linear Regression on Sparse Features for Single-Channel Speech Separation Mikkel N. Schmidt and Rasmus K. Olsson Conference or Workshop Item Item not available online. (2007)
Local subspace classifiers: linear and nonlinear approaches Hakan Cevikalp, Diane Larlus, Matthijs Douze and Frederic Jurie Conference or Workshop Item (2007)
Loop corrected belief propagation Joris Mooij, Bastian Wemmenhove, Bert Kappen and T. Rizzo Conference or Workshop Item (2007)
Low-discrepancy curves and efficient coverage of space Subramanian Ramamoorthy, R. Rajagopal, Q. Ruan and L. Wenzel Conference or Workshop Item Item not available online. (2007)
Machine learning for resolving researcher affiliation Marjan Sterk, Damijel Vladusic, Eva Milosevic, Jure Ferlez, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Manifold-Adaptive Dimension Estimation Amir massoud Farahmand, Csaba Szepesvari and Jean-Yves Audibert Conference or Workshop Item Item not available online. (2007)
More Efficiency in Multiple Kernel Learning Alain Rakotomamonjy, Francis Bach, Yves Grandvalet and Stéphane Canu Conference or Workshop Item Item not available online. (2007)
Morphology-Aware Statistical Machine Translation Based on Morphs Induced in an Unsupervised Manner Sami Virpioja, Jaakko J. Väyrynen, Mathias Creutz and Markus Sadeniemi Conference or Workshop Item Item availablity restricted. (2007)
Motion Segmentation Using Inference in Dynamic Bayesian Networks Marc Toussaint, Volker Willert, Julian Eggert and Edgar Körner Conference or Workshop Item (2007)
MR-Based PET Attenuation Correction: Method and Validation M. Hofmann, F. Steinke, V. Scheel, C. Charpiat, M. Brady, B. Schölkopf and B.J. Pichler Conference or Workshop Item Item not available online. (2007)
Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item (2007)
Navigating in a Shape Space of Registered Models Randall Smith, Richard Pawlicki, Istvan Kokai, Jörg Finger and Thomas Vetter Conference or Workshop Item (2007)
Navigazione tematica di un museo virtuale: una soluzione mirata Marco Benini, Gaetano Aurelio Lanzarone and Andrea Spiriti Conference or Workshop Item Item not available online. (2007)
NONLINEAR PROGRAMMING IN APPROXIMATE DYNAMIC PROGRAMMING: BANG-BANG SOLUTIONS, STOCK-MANAGEMENT AND UNSMOOTH PENALTIES Olivier Teytaud and Sylvain Gelly Conference or Workshop Item (2007)
Occam's hammer Gilles Blanchard and François Fleuret Conference or Workshop Item Item availablity restricted. (2007)
On mining closed sets in multi-relational data Gemma Garriga, Roni Khardon and Luc De Raedt Conference or Workshop Item (2007)
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter Tomi Silander, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (2007)
On the adaptation of noise level for stochastic optimization Olivier Teytaud and Anne Auger Conference or Workshop Item (2007)
On the power of k-consistency Albert Atserias, Andrei Bulatov and Victor Dalmau Conference or Workshop Item Item not available online. (2007)
Optimal control in large stochastic multi-agent systems. Bart Broek, Wim Wiegerinck and Bert Kappen Conference or Workshop Item (2007)
Optimal on-line scheduling in stochastic multi-agent systems in continuous space and time. Wim Wiegerinck, Bart Broek and Bert Kappen Conference or Workshop Item (2007)
Optimal permutation routing on mesh networks Ignasi Sau Walls and Janez Žerovnik Conference or Workshop Item Item not available online. (2007)
Optimization of sequential attractor-based movement for compact Marc Toussaint, Michael Gienger and Christian Goerick Conference or Workshop Item (2007)
PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain and Nicolas Usunier Conference or Workshop Item (2007)
Parameter Setting for Evolutionary Latent Class Clustering Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux and Gérard Govaert Conference or Workshop Item (2007)
Parameterized Algorithms for Directed Maximum Leaf Problems N Alon, F Fomin, Gregory Gutin, M Krivelevich and S Saurabh Conference or Workshop Item (2007)
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM Shai Shalev-Shwartz, Yoram Singer and Nathan Srebro Conference or Workshop Item (2007)
Philosophical aspects of neural, probabilistic and fuzzy modeling of language use and translation Timo Honkela Conference or Workshop Item Item availablity restricted. (2007)
Policy gradient methods for machine learning Jan Peters, Evangelos Theodorou and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
Policy Learning for Motor Skills Jan Peters and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
Post nonlinear independent subspace analysis Zoltan Szabo, Barnabas Poczos, Gabor Szirtes and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
Post nonlinear independent subspace analysis Zoltan Szabo, Barnabas Poczos, Gabor Szirtes and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
Practical Online Active Learning for Classification Claire Monteleoni and Matti Kääriäinen Conference or Workshop Item (2007)
PREDICTING THE ADDITION OF NEW CONCEPTS IN A TOPIC HIERARCHY Janez Brank, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking Shai Shalev-Shwartz and Sivan Sabato Conference or Workshop Item (2007)
Prediction on a Graph with the Perceptron Mark Herbster and Massimiliano Pontil Conference or Workshop Item (2007)
Probabilistic inference for structured planning in robotics Marc Toussaint and Christian Goerick Conference or Workshop Item (2007)
Probabilistic Model for Structured Document Mapping. Guillaume Wisniewski, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)
Progressive mixture rules are deviation suboptimal Jean-Yves Audibert Conference or Workshop Item Item not available online. (2007)
Qualitative hybrid control of dynamic bipedal walking Subramanian Ramamoorthy and Benjamin Kuipers Conference or Workshop Item Item not available online. (2007)
Randomized Embedding Cluster Ensembles for gene expression data analysis Alberto Bertoni and Giorgio Valentini Conference or Workshop Item (2007)
Reconstructing High Quality Face-Surfaces using Model Based Stereo Brian Schröder, Andrew Blake, Andrew Fitzgibbon, Sami Romdani and Thomas Vetter Conference or Workshop Item (2007)
Regularized neighborhood component analysis Zhirong Yang and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)
Reinforcement learning by reward-weighted regression for operational space control Jan Peters and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
Reinforcement learning for operational space control Jan Peters Conference or Workshop Item (2007)
Reinforcement Learning for Optimal Control of Arm Movements Evangelos Theodorou, Jan Peters and Stefan Schaal Conference or Workshop Item Item not available online. (2007)
Reinforcement Learning for Routing in Ad Hoc Networks Petteri Nurmi Conference or Workshop Item Item availablity restricted. (2007)
Report on the XML Mining Track at INEX 2005 and INEX 2006. Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)
Representing shape with a spatial pyramid kernel A. Bosch, Andrew Zisserman and X. Munoz Conference or Workshop Item (2007)
Resampling-based confidence regions and multiple tests for a correlated random vector Sylvain Arlot, Gilles Blanchard and Etienne Roquain Conference or Workshop Item (2007)
Searching for functional gene modules with interaction component models Juuso Parkkinen and Samuel Kaski Conference or Workshop Item (2007)
Segmentation of cardiac MR and CT image sequences using model-based registration of a 4D statistical model D Perperidis, R Mohiaddin, P Edwards and D Rueckert Conference or Workshop Item Item not available online. (2007)
Self-organized ordering of terms and documents in NSF awards data Mikaela Klami and Timo Honkela Conference or Workshop Item Item not available online. (2007)
Semi-supervised dimensionality reduction using pairwise equivalance constraints Hakan Cevikalp, Jakob Verbeek, Frederic Jurie and Alexander Klaser Conference or Workshop Item (2007)
Semisupervised multiband segmentation for predictive proteomic analysis. annalisa barla, bettina irler, silvano paoli, giuseppe jurman, stefano merler and cesare furlanello Conference or Workshop Item Item not available online. (2007)
Sequence Labeling with Reinforcement Learning and Ranking Algorithms francis maes, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)
Shared Corpora Working Group Report A. Meyers, N. Ide, Ludovic Denoyer and Y. Shinyama Conference or Workshop Item Item not available online. (2007)
Sharing Experiences to Learn User Characteristics in Dynamic Environments with Sparse Data David Sarne and Barbara Grosz Conference or Workshop Item (2007)
Shoogle: Multimodal Excitatory Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and Stephen Hughes Conference or Workshop Item Item availablity restricted. (2007)
Show me the way to Monte Carlo: density-based trajectory navigation Stephen Strachan, John Williamson and Roderick Murray-Smith Conference or Workshop Item Item availablity restricted. (2007)
Simultaneous Segmentation and 3D Reconstruction of Monocular Image Sequences K. E. Ozden, Konrad Schindler and Luc Van Gool Conference or Workshop Item Item availablity restricted. (2007)
Skin Detail Analysis for Face Recognition Jean-Sebastien Pierrard and Thomas Vetter Conference or Workshop Item (2007)
Slightly beyond Turing’s computability for studying genetic programming Olivier Teytaud Conference or Workshop Item (2007)
Solving Deep Memory POMDPs with Recurrent Policy Gradients Daan Wierstra, Alex Foerster, Jan Peters and Juergen Schmidthuber Conference or Workshop Item (2007)
Solving MultiClass Classification with LaRank antoine Bordes, Leon Bottou, Patrick Gallinari and Jason Weston Conference or Workshop Item (2007)
Some links between min-cuts, optimal spanning forests and watersheds Cedric Allene, Jean-Yves Audibert, Michel Couprie, Jean Cousty and Renaud Keriven Conference or Workshop Item Item not available online. (2007)
Sparse density estimation with $\ell_1$ penalties. Florentina Bunea, Alexandre Tsybakov and Marten Wegkamp Conference or Workshop Item (2007)
Sparse kernel orthonormalized PLS for feature extraction in large data sets Jerónimo Arenas-Garcia, Kaare B. Petersen and Lars K. Hansen Conference or Workshop Item (2007)
Stacked dependency networks for layout document structuring Boris Chidlovskii and Loïc Lecerf Conference or Workshop Item Item not available online. (2007)
Statistical methods for the assessment of clusters discovered in bio-molecular data Giorgio Valentini Conference or Workshop Item (2007)
Structural Statistical Software Testing with Active Learning in a Graph Nicolas Baskiotis and Michele Sebag Conference or Workshop Item (2007)
Supervised Feature Selection via Dependence Estimation Le Song, Alex Smola, Arthur Gretton, karsten borgwardt and Justin Bedo Conference or Workshop Item Item not available online. (2007)
SVM with Random Labels Bruno Apolloni, Simone Bassis and Dario Malchiodi Conference or Workshop Item Item not available online. (2007)
Temporal dynamics of information content carried by neurons in the primary visual cortex. Danko Nikolic, Stefan Häusler, Wolf Singer and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (2007)
The cost of learning directed cuts Thomas Gaertner and Gemma Garriga Conference or Workshop Item (2007)
Time Series Prediction with Variational Bayesian Nonlinear State-Space Models Matti Tornio, Antti Honkela and Juha Karhunen Conference or Workshop Item (2007)
Towards Machine Learning of Motor Skills Jan Peters, Bernhard Schoelkopf and Stefan Schaal Conference or Workshop Item (2007)
Trajectory-based Representation of Human Actions A Oikonomopoulos, I Patras, M Pantic and N Paragios Conference or Workshop Item Item not available online. (2007)
Transductive Classification via Local Learning Regularization M. Wu and B. Schölkopf Conference or Workshop Item Item availablity restricted. (2007)
Triplet extraction from sentences Delia Rusu, Lorand Dali, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2007)
Tuning Bandit Algorithms in Stochastic Environments Jean-Yves Audibert, Remi Munos and Csaba Szepesvari Conference or Workshop Item Item not available online. (2007)
Undercomplete blind subspace deconvolution via linear prediction Zoltan Szabo, Barnabas Poczos and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
Undercomplete blind subspace deconvolution via linear prediction Zoltan Szabo, Barnabas Poczos and András Lorincz Conference or Workshop Item Item availablity restricted. (2007)
User Perception of Interaction Opportunities in Collaborative Human-Computer Settings Ece Kamar, Barbara Grosz and David Sarne Conference or Workshop Item (2007)
User study of ontology generation tool Ivana Ilijasic Misic, Bozidar Kovacic, Tamara Mohoric, Dunja Mladenić, Blaz Fortuna and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Using Focal Point Learning to Improve Tactic Coordination in Human-Machine Interactions Inon Zuckerman, Sarit Kraus and Jeffrey S. Rosenschein Conference or Workshop Item (2007)
Using High-Level Visual Information for Color Constancy Joost van de Weijer, Cordelia Schmid and Jakob Verbeek Conference or Workshop Item Item not available online. (2007)
Using text mining and link analysis for software Miha Grcar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2007)
Value Function Approximation on Non-Linear Manifolds for Robot Motor Control Masashi Sugiyama, Hirotaka Hachiya, Christopher Towell and Sethu Vijayakumar Conference or Workshop Item (2007)
Video segmentation and shot boundary detection using self-organizing maps. Hannes Muurinen and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)
Video summarization with SOMs Jorma Laaksonen, Markus Koskela, Mats Sjöberg, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (2007)
Virtual Communities as Narrative Processes Marco Benini and Federico Gobbo Conference or Workshop Item Item not available online. (2007)
Virtual Fusion for Speaker Recognition Yosef Solewicz and Moshe Koppel Conference or Workshop Item (2007)
Virtual Fusion for Speaker Recognition Yosef Solewicz and Moshe Koppel Conference or Workshop Item (2007)
Wind Noise Reduction using Non-negative Sparse Coding Mikkel N. Schmidt, Jan Larsen and Fu-Tien Hsiao Conference or Workshop Item Item not available online. (2007)
XML Structure Mapping Application to the PASCAL/INEX 2006 XML Document Mining Track francis maes, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2007)

Monograph

Computing Positional Oligomer Importance Matrices (POIMs) Alexander Zien, Petra Philips and Sören Sonnenburg Monograph (December 2007)
Entailment and Basis Optimality in Confidence-Bounded Association Rules José Balcázar Monograph Item not available online. (December 2007)
Optimized cutting plane algorithm for support vector machines Vojtech Franc and Sören Sonnenburg Monograph (December 2007)
Theoretical Foundations for Large-Margin Kernel-Based Continuous Speech Recognition Joseph Keshet Monograph (01 October 2007)
Universal multi-task kernels Andreas Caponnetto, Charles Micchelli, Massimiliano Pontil and Yiming Ying Monograph (July 2007)
Learning Decision Trees Adaptively from Data Streams with Time Drift Albert Bifet and Ricard Gavaldà Monograph Item availablity restricted. (28 June 2007)
Exploiting the Prior in the PAC-Bayes Bound Emilio Parrado-Hernandez, John Shawe-Taylor and Amiran Ambroladze Monograph Item availablity restricted. (08 June 2007)
Dirichlet Mixtures of Bayesian Linear Gaussian State-Space Models: a Variational Approach Silvia Chiappa and David Barber Monograph Item not available online. (June 2007)
Learning from Noisy Data using Hyperplane Sampling and Sample Averages Guillaume Stempfel, Liva Ralaivola and François Denis Monograph (May 2007)
Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Monograph (April 2007)
Causal feature selection Isabelle Guyon, Constantin Aliferis and Andre Elisseeff Monograph (March 2007)
Entropy conditions for Lr-convergence of empirical processes Andrea Caponnetto, Ernesto De Vito and Massimiliano Pontil Monograph (February 2007)
An Efficient Method for Large Margin Parameter Optimization in Structured Prediction Problems Huizhen Yu and Juho Rousu Monograph Item availablity restricted. (2007)
Bayesian Estimators for Robins-Ritov's Problem Stefan Harmeling and Marc Toussaint Monograph (2007)
Combining Haplotypers Matti Kääriäinen, Niels Landwehr, Sampsa Lappalainen and Taneli Mielikäinen Monograph (2007)
Learning Balls of Strings: A Horizontal Analysis Colin de la Higuera, Jean-Christophe Janodet and Frédéric Tantini Monograph Item availablity restricted. (2007)
Sparse Canonical Correlation Analysis David Hardoon and John Shawe-Taylor Monograph (2007)
Strategies for prediction under imperfect monitoring Gábor Lugosi, Gilles Stoltz and Shie Mannor Monograph (2007)

Other

Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Other (December 2007)
A Game-Theoretic Characterization of Updating Sets of Probabilities Peter Grünwald and Joe Halpern Other Item not available online. (20 November 2007)
ppls: penalized partial least squares Nicole Krämer and Anne-Laure Boulesteix Other Item not available online. (21 September 2007)
Edge corrected non-parametric intensity function estimators for heterogeneous Poisson point processes M.N.M. van Lieshout Other Item not available online. (July 2007)
Adaptive Learning via the Balancing Principle Ernesto De Vito, Sergei Pereverzev and Lorenzo Rosasco Other Item not available online. (June 2007)
Disagreement loop and path creation/annihilation algoritms for planar Markov fields with applications to image segmentation T. Schreiber and M.N.M. van Lieshout Other Item not available online. (June 2007)
Learning with Malicious Noise Peter Auer Other Item availablity restricted. (30 April 2007)
Depth map calculation for a variable number of moving objects using Markov sequential object processes M.N.M. van Lieshout Other Item not available online. (March 2007)
On-line Learning Peter Auer Other Item availablity restricted. (03 January 2007)
On-line Learning Peter Auer Other Item availablity restricted. (03 January 2007)
Probabilistic modeling and machine learning in structural and systems biology Samuel Kaski, Juho Rousu and Esko Ukkonen Other Item not available online. (2007)

Thesis

Resampling and Model selection Sylvain Arlot Thesis (13 December 2007)
Apprentissage de Fonctions d'ordonnancement et de classification avec des données partiellement étiquetées Massih Amini Thesis (11 December 2007)
Apprentissage de fonctions de classification et d'ordonnancement avec des données partiellement étiquetées Massih Amini Thesis (11 December 2007)
Learning manifolds with the Parametrized Self-Organizing Map and Unsupervised Kernel Regression Stefan Klanke Thesis Item not available online. (November 2007)
Advances in variable selection and visualization methods for analysis of multivariate data Timo Similä Thesis Item availablity restricted. (19 October 2007)
Learning to Integrate Data from Different Sources and Tasks Andreas Argyriou Thesis (October 2007)
Large Margin Algorithms for Discriminative Continuous Speech Recognition Joseph Keshet Thesis (01 September 2007)
Online Learning: Theory, Algorithms, and Applications Shai Shalev-Shwartz Thesis (August 2007)
Lattice Characterization of Armstrong and Symmetric Dependencies Jaume Baixeries Thesis Item availablity restricted. (12 July 2007)
Statistical and Information-Theoretic Methods for Data Analysis Teemu Roos Thesis (30 May 2007)
Machine Learning of Motor Skills for Robotics Jan Peters Thesis Item not available online. (10 April 2007)
3D Visual Tracking of Articulated Objects Teo de Campos Thesis (March 2007)
Analysis of High-Dimensional Data with Partial Least Squares and Boosting Nicole Krämer Thesis (21 February 2007)
Adaptive state aggregation for Reinforcement Learning Andrey Bernstein Thesis Item not available online. (2007)
Advances in Markov chain Monte Carlo methods Iain Murray Thesis (2007)
Algorithms for source separation - with cocktail party applications Rasmus Olsson Thesis Item not available online. (2007)
Task encoding, motion planning and intelligent control using qualitative models Subramanian Ramamoorthy Thesis Item not available online. (2007)

This list was generated on Fri Oct 31 04:24:30 GMT 2014.