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FMRI Analysis of Cocaine Addiction Using K-Support Sparsity
International audience -
On The Convergence of a Nash Seeking Algorithm with Stochastic State Dependen...
20 pages, 4 figures -
Localization, Characterization and Recognition of Singing Voices
This dissertation is concerned with the problem of describing the singing voice within the audio signal of a song. This work is motivated by the fact that the lead... -
Nuclear power plant components condition monitoring by probabilistic support ...
International audience -
Étude des corrélations spatio-temporelles des appels mobiles en France
International audience -
Classifications croisées de données de trajectoires contraintes
International audience -
Model selection: a decision-theoretic approach
This manuscript addresses the problem of model selection, studied in the linear regression framework. The objective is to determine the best predictive model based on... -
Layer-wise learning of deep generative models
When using deep, multi-layered architectures to build generative models of data, it is difficult to train all layers at once. We propose a layer-wise training... -
An Adaptive Incremental Clustering Method Based on the Growing Neural Gas Alg...
International audience -
Community Detection in Random Networks
We formalize the problem of detecting a community in a network into testing whether in a given (random) graph there is a subgraph that is unusually dense. We observe... -
A recursive algorithm based on the extended Kalman filter for the training of...
International audience -
Optimonotone measures for optimal rule discovery
International audience -
Training Wavelet Networks for Nonlinear Dynamic Input-Output Modeling
International audience -
Nonlinear Internal Model Control using Neural networks : application to Proce...
International audience -
Neural network construction and selection in nonlinear modeling
International audience -
Response to the comments by J. Larsen and L. K. Hansen for : Rivals I. & Pers...
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Boosted kernel for image categorization
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Interactive Multiscale Classification of High-Resolution Remote Sensing Images
International audience -
Efficient image signatures and similarities using tensor products of local de...
International audience
