Wafa Bel Haj Ali

According to our database, Wafa Bel Haj Ali authored at least 14 papers between 2010 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Gentle Nearest Neighbors Boosting over Proper Scoring Rules.

Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014

Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification.

Wafa Bel Haj Ali, Richard Nock, Michel Barlaud

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Hybrid weighted-stego detection using machine learning.

Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Boosting <i>k</i>-Nearest Neighbors Classification.

Paolo Piro, Richard Nock, Wafa Bel Haj Ali

Proceedings of the Advanced Topics in Computer Vision, 2013

Minimization of calibrated loss functions for image classification. (Minimisation de fonctions de perte calibrée pour la classification des images).

Wafa Bel Haj Ali

PhD thesis, 2013

2012

Boosting k-NN for Categorization of Natural Scenes.

Richard Nock, Paolo Piro, Frank Nielsen, Wafa Bel Haj Ali, Michel Barlaud

Int. J. Comput. Vis., 2012

A Bio-inspired Learning and Classification Method for Subcellular Localization of a Plasma Membrane Protein.

Wafa Bel Haj Ali, Paolo Piro, Lydie Crescence, Dario Giampaglia, Oumelkheir Ferhat, Jacques Darcourt, Thierry Pourcher, Michel Barlaud

Proceedings of the VISAPP 2012, 2012

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors.

Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.

Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Classification of biological cells using bio-inspired descriptors.

Wafa Bel Haj Ali, Dario Giampaglia, Michel Barlaud, Paolo Piro, Richard Nock, Thierry Pourcher

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Biological cells classification using bio-inspired descriptor in a boosting k-NN framework.

Wafa Bel Haj Ali, Paolo Piro, Dario Giampaglia, Thierry Pourcher, Michel Barlaud

Proceedings of CBMS 2012, 2012

Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients.

Paolo Piro, Wafa Bel Haj Ali, Lydie Crescence, Oumelkheir Ferhat, Jacques Darcourt, Thierry Pourcher, Michel Barlaud

Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

2011

Bio-inspired Bags-of-features for Image Classification.

Wafa Bel Haj Ali, Eric Debreuve, Pierre Kornprobst, Michel Barlaud

Proceedings of the KDIR 2011, 2011

2010

From descriptor to boosting: Optimizing the k-NN classification rule.

Wafa Bel Haj Ali, Paolo Piro, Éric Debreuve, Michel Barlaud

Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010