PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Alain Rakotomamonjy

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Number of EPrints submitted by this user: 18

Optimizing area under ROC curves with SVMs
Alain Rakotomamonjy
In: ECAI 04 ROC and Artificial Intelligence Workshop, 20-27 August, Valencia, Spain.

Frames, Reproducing Kernels, Regularization and Learning
Alain Rakotomamonjy and Stéphane Canu
Journal of Machine Learning Research Volume 6, pp. 1485-1515, 2005.

BCI Competition III : Dataset II - Ensemble of SVMs for BCI P300 speller
Alain Rakotomamonjy and Vincent Guigue
IEEE Transactions on Neural Systems and Rehabilitation Engineering 2005.

Pedestrian Detection using Stereo-vision and Graph Kernels
Frederic Suard, Vincent Guigue, Alain Rakotomamonjy and Abdelaziz Bensrhair
In: IEEE Symposium on Intelligent Vehicule, Las Vegas(2005).

Ensemble of SVMs for improving Brain Computer Interface P300 speller performances
Alain Rakotomamonjy, Vincent Guigue, Gregory Mallet and Victor Alvarado
In: International Conference on Artificial Neural Networks, Warsaw(2005).

Segmentation Evaluation Using A Support Vector Machine
Sebastien Chabrier, Christophe Rosenberger, Helene Laurent and Alain Rakotomamonjy
In: Third International Conference on Advances in Pattern Recognition, Bath(2005).

Analysis of SVM regression bounds for variable ranking
Alain Rakotomamonjy
(2005) Technical Report. PSI, Rouen.

Pedestrian Detection using Infrared images and Histograms of Oriented Gradients
Frédéric Suard, Alain Rakotomamonjy, Aziz Bensrhair and Alberto Broggi
In: IEEE Symposium on Intelligent Vehicule, Japan(2006).

Object Categorization using Kernels combining Graphs and Histogram of Gradients
Frédéric Suard, Alain Rakotomamonjy and Aziz Bensrhair
In: International Conference on Image Analysis and Recognition, 18-19 Sept 2006, Portugal.

More efficiency in multiple kernel learning
Alain Rakotomamonjy, Stéphane Canu and Yves Grandvalet
(2006) Technical Report. INSA Ruen, Rouen, France.

Algorithms for Multiple Basis Pursuit Denoising
Alain Rakotomamonjy
In: Workshop on Sparse Approximation, April 2009, Saint Malo, France.

Composite Kernel Learning
Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy
Machine Learning 2009.

Variational Sequence Labeling
Remi Flamary, Jean-Loic Rose, Alain Rakotomamonjy and Stéphane Canu
In: IEEE Machine Learning and Signal Processing, September 2009, Grenoble, France.

Surveying and comparing simultaneous sparse approximation (or group lasso) algorithms
Alain Rakotomamonjy
Signal Processing Volume 91, pp. 1505-1526, 2011.

Wavelet Kernel Learning
Florian Yger and Alain Rakotomamonjy
Pattern Recognition 2010.

\ell_p-\ell_q penalty for sparse linear and multiple kernel multi-task learning
Alain Rakotomamonjy, Remi Flamary, Gilles Gasso and Stephane Canu
IEEE Trans on Neural Networks 2010.

Large Margin Filterin
Rémi Flamary, Devis Tuia, Gustavo Camps Valls and Alain Rakotomamonjy
IEEE Trans of Signal Processing Volume 60, Number 2, pp. 648-659, 2012.

Decoding finger movements from ECoG signals using switching models
Rémi Flamary and Alain Rakotomamonjy
Frontiers in Neuroprosthetics 2011.