-
Boosting 3D-Geometric Features for Efficient Face Recognition and Gender Clas...
International audience -
Decoding finger flexion from band-specific ECoG signals in humans
International audience -
Classifying Words: A Syllables-based Model
International audience -
An SVM distal lung image classification using texture descriptors
International audience -
LODE: A distance-based classifier built on ensembles of positive and negative...
[Departement_IRSTEA]Territoires [TR1_IRSTEA]SYNERGIE -
TIGRESS: Trustful Inference of Gene REgulation using Stability Selection.
Inferring the structure of gene regulatory networks (GRN) from gene expression data has many applications, from the elucidation of complex biological processes to the... -
TIGRESS: Trustful Inference of Gene REgulation using Stability Selection.
International audience -
Automatic Musical Instrument Recognition and Related Topics
The thesis deals with various aspects of Automatic Musical Instrument Recognition (AMIR). AMIR means, intuitively speaking, that given a musical recording, the... -
Feature selection from gene expression data : molecular signatures for breast...
Important developments in biotechnologies have moved the paradigm of gene expression analysis from a hypothesis-driven to a data-driven approach. In particular, DNA... -
Selection of Clusters Number and Features Subset during a Two-Levels Clusteri...
International audience -
Variable optimization for flood prediction
International audience -
Relevant acoustic feature selection for speech recognition
The objective of this thesis is to propose solutions and performance improvements to certain problems of relevant acoustic features selection in the framework of the... -
Methods for automation of vascular lesions detection in computed tomography i...
This thesis presents a framework for the detection and diagnosis of vascular lesions with a special emphasis on coronary heart disease. Coronary heart disease remains... -
Learning algorithms for sparse classification
This thesis deals with the development of estimation algorithms with embedded feature selection the context of high dimensional data, in the supervised and... -
Constraint Selection-Based Semi-supervised Feature Selection.
International audience -
Automatic Feature Learning for spatio-spectral image classification with spar...
International audience -
Person Detection with a Computation Time Weighted AdaBoost
International audience -
Topological and Domain Knowledge-based Subgraph Mining: Application on Protei...
This thesis is in the intersection of two proliferating research fields, namely data mining and bioinformatics. With the emergence of graph data in the last few years,...
