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Fast Newton Nearest Neighbors Boosting For Image Classification

 Wafa Bel Haj Ali , Richard Nock , Franck Nielsen , Michel Barlaud
MLSP - 23rd Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. pp.6
Communication dans un congrès hal-00959125v1

Hybrid weighted-stego detection using machine learning

 Lionel Fillatre , Muriel Dumontet , Wafa Bel Haj Ali , Marc Antonini , Michel Barlaud
IEEE International Conference on Image Processing (ICIP), 2014, Paris, France
Communication dans un congrès hal-01303095v1
Image document

Minimization of calibrated loss functions for image classification

 Wafa Bel Haj Ali
Other [cs.OH]. Université Nice Sophia Antipolis, 2013. English. ⟨NNT : 2013NICE4079⟩
Thèse tel-00934062v1
Image document

Minimizing Calibrated Loss using Stochastic Low-Rank Newton Descent for large scale image classification

 Wafa Bel Haj Ali , Michel Barlaud , Richard Nock
2013
Rapport hal-00825414v1

A method for differentially diagnosing in vitro a bipolar disorder and a major depressive disorder

 Wafa Bel Haj Ali , El Chérif Ibrahim , Raoul Belzeaux , Lionel Fillatre , Nicolas Glaichenhaus , et al.
United States, Patent n° : US20210285967A1. 2021
Brevet hal-03624033v1

Scalable Indexing of HD Video

 Jenny Benois-Pineau , Sandrine Anthoine , Claire Morand , Jean-Philippe Domenger , Eric Debreuve , et al.
Mrak, Marta; Grgic, Mislav; Kunt, Murat. High-Quality Visual Experience, Springer, pp.497-524, 2010, Signals and Communication Technology
Chapitre d'ouvrage hal-00506936v1
Image document

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors

 Roberto d'Ambrosio , Richard Nock , Wafa Bel Haj Ali , Frank Nielsen , Michel Barlaud
ECML-PKDD 2012, Sep 2012, Bristol, United Kingdom. pp.16
Communication dans un congrès hal-00702771v1
Image document

Classification of biological cells using bio-inspired descriptors

 Wafa Bel Haj Ali , Dario Giampaglia , Michel Barlaud , Paolo Piro , Richard Nock , et al.
ICPR - 21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.3353-3357
Communication dans un congrès hal-00958856v1
Image document

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 - 25th International Symposium on Computer-Based Medical Systems, Jun 2012, Rome, Italy. pp.1-6, ⟨10.1109/CBMS.2012.6266359⟩
Communication dans un congrès hal-00958860v1
Image document

Gentle Nearest Neighbors Boosting over Proper Scoring Rules

 Richard Nock , Wafa Bel Haj Ali , Roberto d'Ambrosio , Franck Nielsen , Michel Barlaud
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 99, pp.14. ⟨10.1109/TPAMI.2014.2307877⟩
Article dans une revue hal-00958809v1
Image document

Stratification and prediction of remission in first-episode psychosis patients: the OPTiMiSE cohort study

 Emanuela Martinuzzi , Susana Barbosa , Douglas Daoudlarian , Wafa Bel Haj Ali , Cyprien Gilet , et al.
Translational Psychiatry, 2019, 9 (1), ⟨10.1038/s41398-018-0366-5⟩
Article dans une revue hal-02409227v1
Image document

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability

 Roberto d'Ambrosio , Wafa Bel Haj Ali , Richard Nock , Paolo Soda , Franck Nielsen , et al.
MICCAI - 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2012, Nice, France. pp.119-127, ⟨10.1007/978-3-642-35428-1_15⟩
Communication dans un congrès hal-00958909v1
Image document

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 , et al.
VISAPP - Proceedings of the International Conference on Computer Vision Theory and Applications, Feb 2012, Rome, Italy. pp.579-584
Communication dans un congrès hal-00959309v1

Bio-Inspired Bags-of-Features for Image Classification

 Wafa Bel Haj Ali , Eric Debreuve , Pierre Kornprobst , Michel Barlaud
KDIR - International Conference on Knowledge Discovery and Information Retrieval - 2011, 2011, Paris, France. pp.277-281
Communication dans un congrès hal-00845745v1
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