Distributed mean shift clustering with approximate nearest neighbours. - Gaël Beck; Tarn Duong; Hanene Azzag; Mustapha Lebbah (IJCNN, 2016)

Nearest neighbour estimators of density derivatives, with application to mean shift clustering. - Tarn Duong; Gaël Beck; Hanene Azzag; Mustapha Lebbah (Pattern Recognit. Lett., 2016)

A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (IEEE BigData, 2017)

A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Hanene Azzag; Mustapha Lebbah (IEEE BigData, 2018)

Mean-shift : Clustering scalable et distribué. - Gaël Beck; Hanane Azzag; Mustapha Lebbah; Tarn Duong (EGC, 2018)

Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (EGC, 2018)

A New Micro-Batch Approach for Partial Least Square Clusterwise Regression. - Gaël Beck; Hanane Azzag; Stéphanie Bougeard; Mustapha Lebbah; Ndèye Niang (INNS Conference on Big Data, 2018)

Algorithms for an Efficient Tensor Biclustering. - Andriantsiory Dina Faneva; Mustapha Lebbah; Hanane Azzag; Gaël Beck (PAKDD (Workshops), 2019)

A Distributed and Approximated Nearest Neighbors Algorithm for an Efficient Large Scale Mean Shift Clustering. - Gaël Beck; Tarn Duong; Mustapha Lebbah; Hanane Azzag; Christophe Cérin (CoRR, 2019)

Nearest Neighbor Median Shift Clustering for Binary Data. - Gaël Beck; Tarn Duong; Mustapha Lebbah; Hanane Azzag (CoRR, 2019)

A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering. - Gaël Beck; Tarn Duong; Mustapha Lebbah; Hanane Azzag; Christophe Cérin (J. Parallel Distributed Comput., 2019)

Scalable Clustering Applying Local Accretions. (Accrétions Locales appliquées au Clustering Scalable et Distribué). - Gaël Beck (2019)

A scalable and effective rough set theory-based approach for big data pre-processing. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (Knowl. Inf. Syst., 2020)

A New Nearest Neighbor Median Shift Clustering for Binary Data. - Gaël Beck; Mustapha Lebbah; Hanene Azzag; Tarn Duong (ICANN (5), 2021)