Gaël Beck

15 papers B 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2021 — conf
A New Nearest Neighbor Median Shift Clustering for Binary Data.
ICANN (5)
Gaël Beck, Mustapha Lebbah, Hanene Azzag, Tarn Duong
2020 J jnl
A scalable and effective rough set theory-based approach for big data pre-processing.
Knowl. Inf. Syst.
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
2019 J jnl
A Distributed and Approximated Nearest Neighbors Algorithm for an Efficient Large Scale Mean Shift Clustering.
CoRR
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag, Christophe Cérin
2019 J jnl
A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering.
J. Parallel Distributed Comput.
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag, Christophe Cérin
2019 — conf
Algorithms for an Efficient Tensor Biclustering.
PAKDD (Workshops)
Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gaël Beck
2019 J jnl
Algorithms for an Efficient Tensor Biclustering.
CoRR
Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gaël Beck
2019 J jnl
Nearest Neighbor Median Shift Clustering for Binary Data.
CoRR
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag
2019 — —
Scalable Clustering Applying Local Accretions. (Accrétions Locales appliquées au Clustering Scalable et Distribué).
Gaël Beck
2018 — conf
A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing.
IEEE BigData
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Hanene Azzag, Mustapha Lebbah
2018 — conf
A New Micro-Batch Approach for Partial Least Square Clusterwise Regression.
INNS Conference on Big Data
Gaël Beck, Hanane Azzag, Stéphanie Bougeard, Mustapha Lebbah, Ndèye Niang
2018 — conf
Mean-shift : Clustering scalable et distribué.
EGC
Gaël Beck, Hanane Azzag, Mustapha Lebbah, Tarn Duong
2018 — conf
Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives.
EGC
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
2017 — conf
A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework.
IEEE BigData
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
2016 B conf
Distributed mean shift clustering with approximate nearest neighbours.
IJCNN
Gaël Beck, Tarn Duong, Hanene Azzag, Mustapha Lebbah
2016 J jnl
Nearest neighbour estimators of density derivatives, with application to mean shift clustering.
Pattern Recognit. Lett.
Tarn Duong, Gaël Beck, Hanene Azzag, Mustapha Lebbah