PASCAL - Subject: Learning/Statistics & Optimisation

Expression Invariant 3D Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (17 September 2008)

SHREC'08 Entry: Shape Based Face Recognition with a Morphable Model Brian Amberg, Reinhard Knothe and Thomas Vetter Conference or Workshop Item (04 June 2008)

On the learning of nonlinear visual features from natural images by optimizing response energies Jussi Lindgren and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (01 June 2008)

Unsupervised learning of dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (01 June 2008)

Multi-Classification by Categorical Features via Clustering. Yevgeny Seldin and Naftali Tishby Conference or Workshop Item (May 2008)

Detecting Polymorphic Regions in the Arabidopsis thaliana Genome with Resequencing Microarrays Georg Zeller, Richard Clark, Korbinian Schneeberger, Detlef Weigel and Gunnar Raetsch Article Item not available online. (06 March 2008)

Dimensionality reduction for clustered data sets Guido Sanguinetti Article (March 2008)

Learning iteratively a classifier with the Bayesian Model Averaging Principlestar Rudy Sicard, Thierry Artières and Eric Petit Article Item not available online. (March 2008)

Across-channel dependencies between local luminance and contrast in natural images Jussi Lindgren, Jarmo Hurri and Aapo Hyvärinen Conference or Workshop Item Item not available online. (28 February 2008)

Combined PLP-Acoustic Waveform Classification for Robust Phoneme Recognition using Support Vector Machines Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)

Simple integrative preprocessing preserves what is shared in data sources Abhishek Tripathi, Arto Klami and Samuel Kaski Article Item not available online. (21 February 2008)

Towards robust phoneme classification: Augmentation of PLP models with acoustic waveforms Matthew Ager, Zoran Cvetkovic, Peter Sollich and Bin Yu Conference or Workshop Item (21 February 2008)

Combining Expert Advice Efficiently Wouter Koolen and Steven de Rooij Conference or Workshop Item Item not available online. (20 February 2008)

Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset Cédric,C. Auliac, Vincent, V. Frouin, Xavier, X. Gidrol and Florence d'Alché-Buc Article Item not available online. (08 February 2008)

Letting Stones Go Unturned Peter Bentley Article (06 February 2008)

Cost-minimising strategies for data labelling: Optimal stopping and active learning Christos Dimitrakakis and Christian Savu-Krohn Conference or Workshop Item (February 2008)

Mining Implications from Lattices of Closed Trees José Balcázar, Albert Bifet and Antoni Lozano Conference or Workshop Item Item availablity restricted. (29 January 2008)

Comment optimiser A* adaptatif Lou Fedon and Antoine Cornuéjols Conference or Workshop Item (24 January 2008)

Practical Feature Selection: from Correlation to Causality Isabelle Guyon Book Section (16 January 2008)

The Desktop Doctor Peter Bentley Article (14 January 2008)

Efficiency of Entropy Testing Peter Harremoes and I. Vajda Conference or Workshop Item Item not available online. (07 January 2008)

Information Theory for Angular Data Peter Harremoes Conference or Workshop Item Item not available online. (07 January 2008)

Thinning and Information Projections Peter Harremoes, O. Johnson and I. Kontoyiannis Conference or Workshop Item Item not available online. (07 January 2008)

Transcript Normalization and Segmentation of Tiling Array Data Georg Zeller, Stefan Henz, Sascha Laubinger, Detlef Weigel and Gunnar Raetsch Conference or Workshop Item Item not available online. (04 January 2008)

A Generic Tool for Performance Evaluation of Supervised Learning Algorithms Ron Begleiter and Ran El-Yaniv Monograph Item availablity restricted. (03 January 2008)

A Unifying Framework for Robot Control with Redundant DOFs Jan Peters, Michael Mistry, Firdaus Udwadia, Jun Nakanishi and Stefan Schaal Article (January 2008)

Continuous Time Particle Filtering for fMRI Lawrence Murray and Amos Storkey Article Item not available online. (January 2008)

Discriminative and generative machine learning approaches towards robust phoneme classification Jibran Yousafzai, Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (January 2008)

Modelling motion primitives and their timing in biologically executed movements Ben Williams, Marc Toussaint and Amos Storkey Article Item not available online. (January 2008)

Modelling the jobs of a Grid System Xiamgliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item Item not available online. (January 2008)

On the Bahadur-efficient Testing of Uniformity by means of Entropy Peter Harremoes and Igor Vajda Article (January 2008)

Optimisation du Primal pour les SVM Trinh-Minh-Tri Do and Thierry Artières Conference or Workshop Item Item not available online. (January 2008)

A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data Massih Amini, Vinh truong and Cyril Goutte Conference or Workshop Item (2008)

A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Charles Micchelli, Massimiliano Pontil and Yiming Ying Conference or Workshop Item Item not available online. (2008)

A Study of Mechanisms for Improving Robotic Group Performance Avi Rosenfeld, Gal Kaminka, Sarit Kraus and Onn Shehory Article (2008)

Algebraic stability indicators for ranked lists in molecular profiling. giuseppe jurman, stefano merler, annalisa barla, antonio galea and cesare furlanello Article Item not available online. (2008)

An analysis of convex relaxations for MAP estimation Mudigonda Pawan Kumar, Vladimir Kolmogorov and Philip Torr Conference or Workshop Item (2008)

Apprentissage de fonctions d'ordonnancement semi--supervisé inductives Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)

Bayesian Agglomerative Clustering with Coalescents Yee Whye Teh, Hal Daume III and Daniel Roy Conference or Workshop Item Item not available online. (2008)

Bayesian Inference for Spiking Neuron Models with a Sparsity Prior Sebastian Gerwinn, Jakob Macke, matthias seeger and Matthias Bethge Conference or Workshop Item Item not available online. (2008)

Collapsed Variational Inference for HDP Yee Whye Teh, Kenichi Kurihara and Max Welling Conference or Workshop Item Item not available online. (2008)

Contour-Propagation Algorithms for Semi-Automated Reconstruction of Neural Processes J.H. Macke, N. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article Item availablity restricted. (2008)

Convergence of Markov Chains in Information Divergence Peter Harremoes and K. K. Holst Article (2008)

Cooled and Relaxed Survey Propagation for MRFs Hai Leong Chieu, Wee Sun Lee and Yee Whye Teh Conference or Workshop Item Item not available online. (2008)

Evolutivité d'une architecture en temps réel de filtrage d’alertes générées par les systèmes de détection d’intrusions sur les réseaux. A. Faour, Philippe Leray and B. Eter Conference or Workshop Item Item not available online. (2008)

Evolving Scale-Free Topologies using a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Conference or Workshop Item Item availablity restricted. (2008)

Guest Editorial: Special Issue on Inductive Logic Programming S Muggleton, R Otero and S Colton Article Item not available online. (2008)

HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (2008)

Hierarchical Penalization Marie Szafranski, Yves Grandvalet and Pierre Morizet-Mahoudeaux Conference or Workshop Item (2008)

Kernel-based machine translation Zhuoran Wang and John Shawe-Taylor Book Section Item not available online. (2008)

Local Quantum Computing for Fast Probably MAP Inference in Graphical Models Charles Fox, Iead Rezek and Stephen J. Roberts Conference or Workshop Item (2008)

Local tail bounds for functions of independent random variables Luc Devroye and Gábor Lugosi Article Item not available online. (2008)

Machine learning methods for predictive proteomics. annalisa barla, giuseppe jurman, samantha riccadonna, marco chierici, stefano merler and cesare furlanello Article Item not available online. (2008)

Multi-task Gaussian Process Prediction Edwin V. Bonilla, Kian Ming Chai and Christopher Williams Conference or Workshop Item (2008)

Natural Conjugate Gradient in Variational Inference Antti Honkela, Matti Tornio, Tapani Raiko and Juha Karhunen Conference or Workshop Item (2008)

On the performance of clustering in Hilbert spaces Gerard Biau, Luc Devroye and Gábor Lugosi Article Item not available online. (2008)

Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2008)

Principal Component Analysis for Sparse High-Dimensional Data Tapani Raiko, Alexander Ilin and Juha Karhunen Conference or Workshop Item (2008)

QG/GA: A stochastic search for Progol S Muggleton and A Tamaddoni-Nezhad Article Item not available online. (2008)

Ranking and empirical minimization of U-statistics Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis Article Item not available online. (2008)

Reinforcement Learning by Advantage Weighted Regression Gerhard Neumann and Jan Peters Conference or Workshop Item Item not available online. (2008)

Reliability analysis using graphical duration models. R. Donat, L. Bouillaut, P. Aknin and Philippe Leray Conference or Workshop Item Item not available online. (2008)

Semi-supervised dimensionality reduction using pairwise equivalence constraints Hakan Cevikalp, Jakob Verbeek, Frederic Jurie and Alexander Klaser Conference or Workshop Item (2008)

Semi-supervised Document Classification with a Mislabeling Error Model Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte Conference or Workshop Item (2008)

Strategies for prediction under imperfect monitoring. Gábor Lugosi, Shie Mannor and Gilles Stoltz Article Item not available online. (2008)

Tracking the best quantizer Andras Gyorgy, Tamas Linder and Gábor Lugosi Article Item not available online. (2008)

Variational inference for Markov jump processes Manfred Opper and Guido Sanguinetti Article (2008)

Resampling and Model selection Sylvain Arlot Thesis (13 December 2007)

Soft Failure Detection using Factorial Hidden Markov Models Guillaume Bouchard and Jean-Marc Andreoli Conference or Workshop Item (13 December 2007)

Apprentissage de Fonctions d'ordonnancement et de classification avec des données partiellement étiquetées Massih Amini Thesis (11 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)

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)

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)

Fitted Q-iteration in continuous action-space MDPs Andras Antos, Rémi Munos and Csaba Szepesvari Conference or Workshop Item Item availablity restricted. (04 December 2007)

Scene Segmentation with CRFs Learned from Partially Labeled Images Jakob Verbeek and William Triggs Conference or Workshop Item (03 December 2007)

Accurate Splice Site Prediction Sören Sonnenburg, Gabriele Schweikert, Petra Philips, Jonas Behr and Gunnar Raetsch Article (December 2007)

Computing Positional Oligomer Importance Matrices (POIMs) Alexander Zien, Petra Philips and Sören Sonnenburg Monograph (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)

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)

Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Other (December 2007)

Optimized cutting plane algorithm for support vector machines Vojtech Franc and Sören Sonnenburg Monograph (December 2007)

Projections Maximizing Tsallis Entropy Peter Harremoes Conference or Workshop Item (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)

Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaid Harchaoui, Francis Bach and Eric Moulines Conference or Workshop Item (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)

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)

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)

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)

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)

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 manifolds with the Parametrized Self-Organizing Map and Unsupervised Kernel Regression Stefan Klanke Thesis Item not available online. (November 2007)

Perseus - A Personalized Reputation System Petteri Nurmi Conference or Workshop Item Item availablity restricted. (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)

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)

3D Hand Tracking in a Stochastic Approximation Setting Desmond Chik, Jochen Trumpf and Nicol Schraudolph Book Section (20 October 2007)

Advances in variable selection and visualization methods for analysis of multivariate data Timo Similä Thesis Item availablity restricted. (19 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)

A Library For Locally Weighted Projection Regression Stefan Klanke, Sethu Vijayakumar and Stefan Schaal Article Item not available online. (17 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)

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)

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)

Cluster Stability for Finite Samples Ohad Shamir and Naftali Tishby Conference or Workshop Item (October 2007)

Convex Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Article (October 2007)

Discriminative Subsequence Mining for Action Classification Sebastian Nowozin, Goekhan BakIr and Koji Tsuda Conference or Workshop Item (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)

Learning to Integrate Data from Different Sources and Tasks Andreas Argyriou Thesis (October 2007)

Load estimation and control using learned dynamics models Giorgos Petkos and Sethu Vijayakumar Conference or Workshop Item (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)

Optimising the topology of complex neural networks Fei Jiang, Hugues Berry and Marc Schoenauer Conference or Workshop Item (October 2007)

Semi-Supervised Document Classification with a Mislabeling Error Model Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte Conference or Workshop Item Item not available online. (October 2007)

Toward behavioral modeling of a grid system:mining the logging and bookkeeping files Xiamgliang 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)

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)

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)

Non-parametric Residual Variance Estimation in Supervised Learning Elia Liitiäinen, Amaury Lendasse and Francesco Corona Book Section Item availablity restricted. (21 September 2007)

ppls: penalized partial least squares Nicole Krämer and Anne-Laure Boulesteix Other Item not available online. (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)

A Fast Method to Predict the Labeling of a Tree Sergio Rojas and Mark Herbster Conference or Workshop Item (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)

Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions Jaakko Hollmen and Jarkko Tikka Conference or Workshop Item Item availablity restricted. (06 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)

Large Margin Algorithms for Discriminative Continuous Speech Recognition Joseph Keshet Thesis (01 September 2007)

A linear-time algorithm for computing the multinomial stochastic complexity Petri Kontkanen and Petri Myllymäki Article Item not available online. (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)

Concurrent Probabilistic Temporal Planning with Policy-Gradients Douglas Aberdeen and Olivier Buffet Book Section (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)

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)

FF+FPG: Guiding a Policy-Gradient Planner Douglas Aberdeen and Olivier Buffet Book Section (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)

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)

Input selection and shrinkage in multiresponse linear regression Timo Similä and Jarkko Tikka Article 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)

Mining complex genotypic features for predicting HIV-1 drug resistance Hiroto Saigo, Takeaki Uno and Koji Tsuda Article 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)

Proceedings of the IEEE machine learning for signal processing XVII Book Item not available online. (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)

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)

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)

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)

Rich-club phenomenon across complex network hierarchies Julian McAuley, Luciano da Fontoura Costa and Tiberio Caetano Article (23 August 2007)

Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks Ant