From descriptor to boosting: Optimizing the k-NN classification rule. - Wafa Bel Haj Ali; Paolo Piro; Éric Debreuve; Michel Barlaud (CBMI, 2010)

Bio-inspired Bags-of-features for Image Classification. - Wafa Bel Haj Ali; Eric Debreuve; Pierre Kornprobst; Michel Barlaud (KDIR, 2011)

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 (BIOINFORMATICS, 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 (CBMS, 2012)

Classification of biological cells using bio-inspired descriptors. - Wafa Bel Haj Ali; Dario Giampaglia; Michel Barlaud; Paolo Piro; Richard Nock; Thierry Pourcher (ICPR, 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 (MLMI, 2012)

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. - Roberto D'Ambrosio; Richard Nock; Wafa Bel Haj Ali; Frank Nielsen; Michel Barlaud (ECML/PKDD (1), 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 (VISAPP (1), 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)

Minimization of calibrated loss functions for image classification. (Minimisation de fonctions de perte calibrée pour la classification des images). - Wafa Bel Haj Ali (2013)

Boosting k-Nearest Neighbors Classification. - Paolo Piro; Richard Nock; Wafa Bel Haj Ali (Advanced Topics in Computer Vision, 2013)

Hybrid weighted-stego detection using machine learning. - Lionel Fillatre; Muriel Dumontet; Wafa Bel Haj Ali; Marc Antonini; Michel Barlaud (ICIP, 2014)

Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification. - Wafa Bel Haj Ali; Richard Nock; Michel Barlaud (ICPR, 2014)

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)