Gaël Beck

According to our database, Gaël Beck authored at least 14 papers between 2016 and 2021.

Collaborative distances:

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

2021

A New Nearest Neighbor Median Shift Clustering for Binary Data.

Gaël Beck, Mustapha Lebbah, Hanene Azzag, Tarn Duong

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

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

2019

Scalable Clustering Applying Local Accretions. (Accrétions Locales appliquées au Clustering Scalable et Distribué).

Gaël Beck

PhD thesis, 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

Nearest Neighbor Median Shift Clustering for Binary Data.

Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag

CoRR, 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

Algorithms for an Efficient Tensor Biclustering.

Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gaël Beck

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019

2018

A New Micro-Batch Approach for Partial Least Square Clusterwise Regression.

Gaël Beck, Hanane Azzag, Stéphanie Bougeard, Mustapha Lebbah, Ndèye Niang

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 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

Proceedings of the Extraction et Gestion des Connaissances, 2018

Mean-shift : Clustering scalable et distribué.

Gaël Beck, Hanane Azzag, Mustapha Lebbah, Tarn Duong

Proceedings of the Extraction et Gestion des Connaissances, 2018

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

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

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

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

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

Distributed mean shift clustering with approximate nearest neighbours.

Gaël Beck, Tarn Duong, Hanene Azzag, Mustapha Lebbah

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016