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Carte SOM profonde : Apprentissage joint de représentations et auto-organisation

 Florent Forest , Mustapha Lebbah , Hanene Azzag , Jérôme Lacaille
CAp2020: Conférence d'Apprentissage, Jun 2020, Vannes, France
Communication dans un congrès hal-02859997v1

Proceedings of the 16th International Conference on Information Visualisation

 Ebad Banissi , Stefan Bertschi , Camilla Forsell , Jimmy Johansson , Sarah Kenderdine , et al.
IEEE Computer Society, 2012
Ouvrages hal-01067802v1

Apprentissage et Visualisation

 Hanene Azzag , Mustapha Lebbah , Gilles Venturini
RNTI, pp.98, 2010
Ouvrages hal-01067761v1
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8ème édition de l'atelier "Fouille de données complexes" : complexité liée aux données multiples

 Guillaume Cleuziou , Cyril de Runz , Mustapha Lebbah , Cédric Wemmert
2011, 146p
Autre publication scientifique hal-00609725v1

Clustering of Binary Data Sets Using Artificial Ants Algorithm

 Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa
Neural Information Processing. ICONIP 2015. Lecture Notes in Computer Science, vol 9489, pp.716-723, 2015
Chapitre d'ouvrage hal-02115652v1
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A New Multivariate Time Series Co-clustering Non-Parametric Model Applied to Driving-Assistance Systems Validation

 Etienne Goffinet , Mustapha Lebbah , Hanene Azzag , Anthony Coutant , Loïc Giraldi
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - Workshop on Advanced Analytics and Learning on Temporal Data A modern web site, Sep 2021, Online, Spain
Communication dans un congrès hal-03544052v1

Topological Map for Binary Data

 Mustapha Lebbah , Fouad Badran , Sylvie Thiria
ESANN, Jan 2000, X, France
Communication dans un congrès hal-01124628v1
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Carte topologique pour données qualitatives: application à la reconnaissance automatique de la densité du trafic routier

 Mustapha Lebbah
Mathématiques [math]. Université de Versailles-Saint Quentin en Yvelines, 2003. Français. ⟨NNT : ⟩
Thèse tel-00161698v1

Actes de l'atelier "Apprentissage et Visualisation

 Mustapha Lebbah , Hanene Azzag , Gilles Venturini
CAP, 2009
Ouvrages hal-01067757v1

Multi-Slice Clustering for 3-order Tensor

 Dina Faneva Andriantsiory , Joseph Ben Geloun , Mustapha Lebbah
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Dec 2021, Pasadena, France. pp.173-178, ⟨10.1109/ICMLA52953.2021.00034⟩
Communication dans un congrès hal-04456363v1

An Ant Based New Clustering Model for Graph Proximity Construction

 Nesrine Masmoudi , Hanene Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa
International Journal of Bio-Inspired Computation, 2019, 14 (4), pp.213-226. ⟨10.1504/IJBIC.2019.10025522⟩
Article dans une revue hal-02116771v1

Clustering using chemical and colonial odors of real ants

 Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle
2013 World Congress on Nature and Biologically Inspired Computing (NaBIC), Aug 2013, Fargo, Morth Dakota, United States. pp.207-213
Communication dans un congrès hal-02123323v1

Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation

 Etienne Goffinet , Mustapha Lebbah , Hanane Azzag , Giraldi Loïc , Anthony Coutant
Computational Statistics and Data Analysis, 2022, 176, pp.107565. ⟨10.1016/j.csda.2022.107565⟩
Article dans une revue hal-04456301v1
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Towards Big Data in Medical Imaging

 Salima Benbernou , Mehdi Bentounsi , Pierre Bourdoncle , Mustapha Lebbah , Mourad Ouziri , et al.
Symposium IDV - Imageries du Vivant, Jan 2016, Cap Hornu, France
Poster de conférence hal-01259590v1
Image document

A scalable and effective rough set theory-based approach for big data pre-processing

 Zaineb Chelly Dagdia , Christine Zarges , Gaël Beck , Mustapha Lebbah
Knowledge and Information Systems (KAIS), 2020, ⟨10.1007/s10115-020-01467-y⟩
Article dans une revue hal-02880626v1

A scalable and effective rough set theory-based approach for big data pre-processing

 Zaineb Chelly Dagdia , Christine Zarges , Gaël Beck , Mustapha Lebbah
Knowledge and Information Systems (KAIS), 2020, 62 (8), pp.3321-3386. ⟨10.1007/s10115-020-01467-y⟩
Article dans une revue hal-04456307v1

Context Normalization Layer with Applications

 Bilal Faye , Hanane Azzag , Mustapha Lebbah , Mohamed-Djallel Dilmi , Djamel Bouchaffra
2023 IEEE International Conference on Data Mining Workshops (ICDMW), Dec 2023, Shanghai, France. pp.615-624, ⟨10.1109/ICDMW60847.2023.00086⟩
Communication dans un congrès hal-04457540v1

How to use ants for data stream clustering

 Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa
2015 IEEE Congress on Evolutionary Computation (CEC), May 2015, Sendai, France. pp.656-663
Communication dans un congrès hal-02115660v1

A Big Data Platform for Enhancing Life Imaging Activities

 Leila Abidi , Hanene Azzag , Salima Benbernou , Mehdi Bentounsi , Christophe Cérin , et al.
Jérôme Darmont; Sabine Loudcher. Utilizing Big Data Paradigms for Business Intelligence, IGI Global, 2018
Chapitre d'ouvrage hal-01788847v1

Probabilistic Topological Map and Binary data

 Mustapha Lebbah , C. Chabanon , Sylvie Thiria , Fouad Badran
ICANN2001, Jan 2001, X, France
Communication dans un congrès hal-01124637v1

A Complete Data Science Work-flow For Insurance Field

 Mohammed Ghesmoune , Mustapha Lebbah , Hanane Azzag , Salima Benbernou , Mourad Ouziri , et al.
2018 IEEE International Conference on Big Data (Big Data), IEEE, pp.1925-1930, 2018, ⟨10.1109/BigData.2018.8622534⟩
Proceedings/Recueil des communications hal-04510498v1

Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France, January 23-26, 2018

 Mustapha Lebbah , Christine Largeron , Hanane Azzag
2019
Ouvrages hal-02016633v1

Feature selection for self organizing Map

 Khalid Benabdeslem , Mustapha Lebbah
ITI, 2007, Croatia. pp.45-50
Communication dans un congrès hal-00197770v1

Incremental clustering of data stream using real ants behavior

 Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle
2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC), Jul 2014, Porto, Portugal. pp.262-268
Communication dans un congrès hal-02123317v1

Les trois défis du Big-Data: Eléments de reflexion

 Khalid Benabdeslem , Christophe Biernacki , Mustapha Lebbah
Statistique et Société, 2015, 3 (1), pp.19-22
Article dans une revue hal-01198435v1

Subspace data stream clustering with global and local weighting models

 Mohammed Oualid Attaoui , Hanene Azzag , Mustapha Lebbah , Nabil Keskes
Neural Computing and Applications, 2020, 33 (8), pp.3691-3712. ⟨10.1007/s00521-020-05184-z⟩
Article dans une revue hal-04456306v1

An Evolutionary Computing-Based Efficient Hybrid Task Scheduling Approach for Heterogeneous Computing Environment

 Muhammad Sulaiman , Zahid Halim , Mustapha Lebbah , Muhammad Waqas , Shanshan Tu
Journal of Grid Computing, 2021, 19 (1), pp.11. ⟨10.1007/s10723-021-09552-4⟩
Article dans une revue hal-04456319v1

An Invariance-guided Stability Criterion for Time Series Clustering Validation

 Florent Forest , Alex Mourer , Mustapha Lebbah , Hanane Azzag , Jerome Lacaille
2020 25th International Conference on Pattern Recognition (ICPR), IEEE, pp.9296-9303, 2021, ⟨10.1109/ICPR48806.2021.9412020⟩
Proceedings/Recueil des communications hal-04466998v1

Proceedings of the 17th International Conference on Information Visualization

 Ebad Banissi , Hanene Azzag , M.W. Mck. Bannatyne , Stefan Bertschi , Fatma Bouali , et al.
2013
Ouvrages hal-01170336v1

CL-AntInc Algorithm for Clustering Binary Data Streams Using the Ants Behavior

 Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa
Procedia Computer Science, 2016, 96, pp.187-196. ⟨10.1016/j.procs.2016.08.127⟩
Article dans une revue hal-02115622v1
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