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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)
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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)
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An Approximation Ratio for Biclustering
Kai Puolamäki, Sami Hanhijärvi and Gemma Garriga
Article
Item not available online.
(17 December 2007)
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Non-asymptotic resampling-based confidence regions and multiple tests in high dimension
Sylvain Arlot, Gilles Blanchard and Etienne Roquain
Article
(05 December 2007)
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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)
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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)
|
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Accurate Splice Site Prediction
Sören Sonnenburg, Gabriele Schweikert, Petra Philips, Jonas Behr and Gunnar Raetsch
Article
(December 2007)
|
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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)
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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)
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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)
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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)
|
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Semiparametric Gaussian white noise models in the non-regular case
Ismael Castillo and Eric Cator
Article
(December 2007)
|
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Sufficient conditions for convergence of the sum-product algorithm
Joris Mooij and Bert Kappen
Article
(December 2007)
|
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Apprentissage Statistique pour la Constitution de Corpus d'évaluation
Huyen-Trang Vu and Patrick Gallinari
Article
Item not available online.
(19 November 2007)
|
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Information Extraction and Classification from Free Text Using a Neural Approach
Ignazio Gallo and Elisabetta Binaghi
Article
(14 November 2007)
|
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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)
|
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Fuzzy ensemble clustering based on random
projections for DNA microarray data analysis
Roberto Avogadri and Giorgio Valentini
Article
(November 2007)
|
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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)
|
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Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice
David Hardoon and John Shawe-Taylor
Article
Item availablity restricted.
(31 October 2007)
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The Mind Reading Wizards
Peter Bentley
Article
Item not available online.
(30 October 2007)
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A Library For Locally Weighted Projection Regression
Stefan Klanke, Sethu Vijayakumar and Stefan Schaal
Article
Item not available online.
(17 October 2007)
|
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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)
|
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Calculating the Normalized Maximum Likelihood Distribution for Bayesian Forests
Hannes Wettig, Petri Kontkanen and Petri Myllymäki
Article
(October 2007)
|
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Convex Multi-Task Feature Learning
Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil
Article
(October 2007)
|
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Euclidean Embedding of Co-occurrence Data
Amir Globerson, Gal Chechik, Fernando Pereira and Naftali Tishby
Article
(October 2007)
|
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Fast Iterative Kernel Principal Component Analysis
Simon Guenter, Nicol Schraudolph and S V N Vishwanathan
Article
(October 2007)
|
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Learning Graph Matching
Alex Smola, Tiberio Caetano, Li Cheng and quoc le
Article
(October 2007)
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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)
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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)
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Bias-Variance tradeoff in Hybrid Generative-Discriminative models
Guillaume Bouchard
Article
(29 September 2007)
|
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Clustering and Embedding Using Commute Times
Edwin Hancock and HuaiJun Qiu
Article
(17 September 2007)
|
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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)
|
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A General Dimension for Query Learning
José Balcázar, Jorge Castro, David Guijarro, Johannes Köbler and Wolfgang Lindner
Article
(September 2007)
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A linear-time algorithm for computing the multinomial stochastic complexity
Petri Kontkanen and Petri Myllymäki
Article
Item not available online.
(September 2007)
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A thousand words in a scene
Pedro Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez and Tinne Tuytelaars
Article
(September 2007)
|
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Applications of regularized least squares to classification problems
Nicolò Cesa-Bianchi
Article
(September 2007)
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Input selection and shrinkage in multiresponse linear regression
Timo Similä and Jarkko Tikka
Article
Item availablity restricted.
(September 2007)
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Mining complex genotypic features for predicting HIV-1 drug resistance
Hiroto Saigo, Takeaki Uno and Koji Tsuda
Article
Item not available online.
(September 2007)
|
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Mining the blogosphere: age, gender, and the varieties of self-expression
Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler
Article
(September 2007)
|
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Removing biases in unsupervised learning of sequential patterns
Yoav Horman and Gal Kaminka
Article
(September 2007)
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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)
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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)
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Truncating the loop series expansion for belief propagation
Vicenç Gómez, Joris Mooij and Bert Kappen
Article
(September 2007)
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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)
|
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What Are You Looking At?
Peter Bentley
Article
(31 August 2007)
|
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Rich-club phenomenon across complex network hierarchies
Julian McAuley, Luciano da Fontoura Costa and Tiberio Caetano
Article
(23 August 2007)
|
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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)
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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)
|
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On the generalization error of fixed combinations of classifiers
Martin Anthony
Article
Item not available online.
(August 2007)
|
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Simultaneous analysis of Lasso and Dantzig selector.
Peter Bickel, Yaac'ov Ritov and Alexandre Tsybakov
Article
(August 2007)
|
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Time series prediction competition: The CATS benchmark
Amaury Lendasse, Erkki Oja, Olli Simula and Michel Verleysen
Article
Item availablity restricted.
(August 2007)
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Modeling Sequence Evolution with Kernel Methods
Margherita Bresco, Marco Turchi, Tijl De Bie and Nello Cristianini
Article
Item not available online.
(24 July 2007)
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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)
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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)
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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)
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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)
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Using Echo State Networks for Robot Navigation Behavior Acquisition
Cedric Hartland and Nicolas Bredeche
Article
Item not available online.
(July 2007)
|
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Approximability of identifying codes and locating-dominating codes
Jukka Suomela
Article
Item availablity restricted.
(30 June 2007)
|
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The Information Bottleneck Revisited or How to
Choose a Good Distortion Measure
Peter Harremoes and Naftali Tishby
Article
(24 June 2007)
|
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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)
|
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Modeling Natural Sounds With Modulation Cascade Processes
Richard Turner and Maneesh Sahani
Article
(01 June 2007)
|
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On Sparsity and Overcompleteness in Image Models
Pietro Berkes, Richard Turner and Maneesh Sahani
Article
(01 June 2007)
|
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Using generalization error bounds to train the set covering machine
Zakria Hussain and John Shawe-Taylor
Article
(01 June 2007)
|
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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)
|
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Measuring differentiability: unmasking pseudonymous authors
Moshe Koppel, Jonathan Schler and Elisheva Bonchek-Dokow
Article
(June 2007)
|
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Mixtures of Robust Probabilistic Principal Component Analyzers
Cedric Archambeau, Nicolas Delannay and Michel Verleysen
Article
Item not available online.
(June 2007)
|
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Stability of k-means clustering
Shai Ben-David, David Pal and Hans Simon
Article
(June 2007)
|
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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)
|
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Webots Simulator 5.1.7, developed and supported by Cyberbotics Ltd
RICARDO TÉLLEZ and CECILIO ANGULO
Article
Item not available online.
(June 2007)
|
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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)
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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)
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Part-of-speech tagging of Modern Hebrew text
Roy Bar Haim, Khalil Simaan and Yoad Winter
Article
Item not available online.
(15 May 2007)
|
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Linear-time computation of similarity measures for sequential data
Konrad Rieck and Pavel Laskov
Article
Item not available online.
(03 May 2007)
|
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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)
|
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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)
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Loop corrections for approximate inference on factor graphs
Joris Mooij and Bert Kappen
Article
(May 2007)
|
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Minimal penalties for Gaussian model selection
Lucien Birgé and Pascal Massart
Article
Item not available online.
(May 2007)
|
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Combining PAC-Bayesian and generic chaining bounds
Jean-Yves Audibert and Olivier Bousquet
Article
Item not available online.
(20 April 2007)
|
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Discriminative Keyword Spotting
Joseph Keshet, David Grangier and Samy Bengio
Article
Item availablity restricted.
(11 April 2007)
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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)
|
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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)
|
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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)
|
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Smart Particle Filtering for High-Dimensional Tracking
Matthieu Bray, Esther Koller-Meier, Luc Van Gool and Luc Van Gool
Article
(April 2007)
|
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Incorporating Prior Knowledge on Features into Learning
Eyal Krupka and Naftali Tishby
Article
(21 March 2007)
|
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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)
|
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Using alignment for multilingual text compression
Ehud S. Conley and Shmuel T. Klein
Article
(16 March 2007)
|
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Adaptive image restoration using a local neural approach
Ignazio Gallo, Elisabetta Binaghi and Aldo Macchi
Article
(11 March 2007)
|
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An Overview on the Shrinkage Properties of Partial Least Squares Regression
Nicole Krämer
Article
Item not available online.
(09 March 2007)
|
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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)
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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)
|
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Estimation of the law of random shifts deformation
Ismael Castillo and Jean-Michel Loubes
Article
(March 2007)
|
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Fast Stochastic Optimization for Articulated Structure Tracking
Matthieu Bray, Esther Koller-Meier, Nicol Schraudolph and Luc Van Gool
Article
(March 2007)
|
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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)
|
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Optimal Dyadic Decision Trees
Gilles Blanchard, Christin Schaefer, Yves Rozenholc and Klaus-Robert Müller
Article
(March 2007)
|
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Penalized Partial Least Squares with Applications to B-Splines Transformations and Functional Data
Nicole Krämer, Anne-Laure Boulesteix and Gerhard Tutz
Article
(March 2007)
|
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Statistical Properties of Kernel Principal Component Analysis
Gilles Blanchard, Olivier Bousquet and Laurent Zwald
Article
(March 2007)
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Variants of Unsupervised Kernel Regression: General Cost Functions
Stefan Klanke and Helge Ritter
Article
Item not available online.
(March 2007)
|
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Structure inference for Bayesian multisensory scene understanding
Timothy Hospedales and Sethu Vijayakumar
Article
Item not available online.
(24 February 2007)
|
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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)
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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)
|
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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)
|
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A Characterization of Strong Learnability in the Statistical Query Model
Hans Simon
Article
(February 2007)
|
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General Polynomial Time Decomposition Methods
Nikolas List and Hans Simon
Article
(February 2007)
|
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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)
|
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On-line handwritten shape recognition using segmental Hidden Markov Models
T Artières, S Marukatat and P Gallinari
Article
Item not available online.
(February 2007)
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Online Handwritten Shape Recognition Using Segmental Hidden Markov Models
Thierry Artières, Sanparith Marukatat and Patrick Gallinari
Article
Item not available online.
(February 2007)
|
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Statistical Consistency of Kernel Canonical Correlation Analysis
Kenji Fukumizu, Francis Bach and Arthur Gretton
Article
Item not available online.
(February 2007)
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Graph simplification and matching using commute times
Huaijun Qiu and Edwin Hancock
Article
Item not available online.
(26 January 2007)
|
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Linear Dependence of Stationary Distributions in Ergodic Markov Decision Processes
Ronald Ortner
Article
Item not available online.
(25 January 2007)
|
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Model selection by resampling penalization
Sylvain Arlot
Article
(19 January 2007)
|
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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)
|
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Statistical mechanics of learning multiple orthogonal signals: Asymptotic theory and fluctuation effects
DC Hoyle and Magnus Rattray
Article
Item not available online.
(January 2007)
|
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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)
|
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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)
|
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Adaptive combination of adaptive classifiers for handwritten character recognition
Matti Aksela and Jorma Laaksonen
Article
Item not available online.
(January 2007)
|
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Building Blocks for Variational Bayesian Learning of Latent Variable Models
Tapani Raiko, Harri Valpola, Markus Harva and Juha Karhunen
Article
(January 2007)
|
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Dichoptic motion perception limited to depth of fixation?
Martin Lages, Alexander Dolia and Erich Graf
Article
Item not available online.
(January 2007)
|
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Some New Maximal Inequalities
Peter Harremoes
Article
(January 2007)
|
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Discovering multi-level structures in bio-molecular data through the Bernstein inequality
Alberto Bertoni and Giorgio Valentini
Article
(2007)
|
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Suboptimal behaviour of Bayes and MDL in classification under misspecification
Peter Grünwald and John Langford
Article
Item not available online.
(2007)
|
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Using Qualitative Information to Predict Citizens’ Satisfaction
MARTA DOMINGO, NURIA AGELL, XAVIER PARRA, MÓNICA SÁNCHEZ and CECILIO ANGULO
Article
Item not available online.
(2007)
|
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A Convex Optimization Approach to Modeling
Consumer Heterogeneity in Conjoint Estimation
Theodoros Evgeniou, Massimiliano Pontil and Olivier Toubia
Article
Item not available online.
(2007)
|
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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)
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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)
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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)
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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)
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A New Goodness-Of-Fit Statistical Test
Bruno Apolloni and Simone Bassis
Article
Item not available online.
(2007)
|
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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)
|
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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)
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A novel logic-based approach for quantitative toxicology prediction
A Amini, H Lodhi, S Muggleton and M Sternberg
Article
Item not available online.
(2007)
|
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A Primal-Dual Perspective of Online Learning Algorithms
Shai Shalev-Shwartz and Yoram Singer
Article
Item not available online.
(2007)
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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)
|
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A Tutorial on Kernel Methods for Categorization
F. Jäkel, B. Schölkopf and F.A. Wichmann
Article
Item availablity restricted.
(2007)
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A tutorial on spectral clustering
Ulrike v. Luxburg
Article
Item not available online.
(2007)
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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)
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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)
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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)
|
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Aggregation for Gaussian regression.
Florentina Bunea, Alexandre Tsybakov and Marten Wegkamp
Article
(2007)
|
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Aggregation of density estimators and dimension reduction.
Alexander Samarov and Alexandre Tsybakov
Article
(2007)
|
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An Algorithmic and a Geometric Characterization of Coarsening at Random
Richard Gill and Peter Grünwald
Article
(2007)
|
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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)
|
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An Ensemble Method for Selection of High Quality Parses
Roi Reichart and Ari Rappoport
Article
(2007)
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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)
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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)
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Assessing Data Mining Results via Swap
Randomization
Aristides Gionis, Heikki Mannila, Taneli Mielikäinen and Panayiotis Tsaparas
Article
(2007)
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Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition
Silvia Chiappa and David Barber
Article
Item not available online.
(2007)
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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)
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Blind Separation of Nonlinear Mixtures by Variational Bayesian Learning
Antti Honkela, Harri Valpola, Alexander Ilin and Juha Karhunen
Article
Item availablity restricted.
(2007)
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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)
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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)
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Classification of co-expressed genes from DNA regulatory regions
Giulio Pavesi and Giorgio Valentini
Article
(2007)
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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)
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Classifying Matrices with a Spectral Regularization
Ryota Tomioka and Kazuyuki Aihara
Article
(2007)
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Coding on Countably Infinite alphabets
Stephane Boucheron, Aurelien Garivier and Elisabeth Gassiat
Article
Item availablity restricted.
(2007)
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Comment on ``On Discriminative vs. Generative Classifiers:
A Comparison of Logistic Regression and Naive Bayes"
Jinghao Xue and Mike Titterington
Article
(2007)
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Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets''
Gaelle Loosli and Stéphane Canu
Article
(2007)
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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)
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Comparison of visualization methods for an atlas of gene expression data sets
Jarkko Venna and Samuel Kaski
Article
Item not available online.
(2007)
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Comparison-based algorithms are robust and randomized algorithms are anytime
Olivier Teytaud, Sylvie Ruette and Sylvain Gelly
Article
(2007)
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Computational Intelligence: By Amit Konar
Jan Peters
Article
Item not available online.
(2007)
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Consistency of the group Lasso and multiple kernel learning
Francis Bach
Article
(2007)
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Consistency of trace norm minimization
Francis Bach
Article
(2007)
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Constrained hidden Markov models for population-based haplotyping
Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen and Heikki Mannila
Article
(2007)
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Covariate shift adaptation by importance weighted cross validation
Masashi Sugiyama, Matthias Krauledat and Klaus-Robert Müller
Article
Item availablity restricted.
(2007)
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Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
matthias seeger
Article
Item not available online.
(2007)
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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)
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DIFFRAC : a discriminative and flexible framework for clustering
Francis Bach and Zaid Harchaoui
Article
(2007)
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Discriminative Image Thresholding
Jinghao Xue and Mike Titterington
Article
(2007)
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Do Unbalanced Data Have a Negative Effect on LDA?
Jingha |