PASCAL - Year: 2007

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)

An Approximation Ratio for Biclustering Kai Puolamäki, Sami Hanhijärvi and Gemma Garriga Article Item not available online. (17 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 for face alignment and recognition 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)

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)

Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path Andras Antos, Csaba Szepesvari and Rémi Munos Article Item availablity restricted. (14 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)

Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article Item availablity restricted. (31 October 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)

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)

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)

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)

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)

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 Stochastic Optimization for Articulated Structure Tracking Matthieu Bray, Esther Koller-Meier, Nicol Schraudolph and Luc Van Gool 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)

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)

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)

Some New Maximal Inequalities Peter Harremoes Article (January 2007)

Discovering multi-level structures in bio-molecular data through the Bernstein inequality Alberto Bertoni and Giorgio Valentini Article (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)

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)

Coding on Countably Infinite alphabets Stephane Boucheron, Aurelien Garivier and Elisabeth Gassiat Article Item availablity restricted. (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)

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)

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? Jingha