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Clustering Numerical Data Using Artificial Ants

Nesrine Masmoudi , Hanene Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa et al.
International Journal of Computer Science and Information Security, 2016, 14 (8), pp.1119-1125
Journal articles hal-02116498v1

GTM Mixture through time for sequential data

Rakia Jaziri , Faicel Chamroukhi , Mustapha Lebbah , Younãšs Bennani
In Proceedings of The International Joint Conference on Neural Networks (IJCNN) Vancouver, Canada, 2016, Vancouver, Unknown Region
Conference papers hal-01490164v1
Image document

PREDON Scientific Data Preservation 2014

Cristinel Diaconu , S. Kraml , Christian Surace , Daniel Chateigner , Thérèse Libourel Rouge et al.
[Research Report] LIRMM. 2014, pp.3-61
Reports in2p3-00959072v1

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
Conference papers hal-02123323v1

Actes de l'atelier "Apprentissage et Visualisation

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

An Ant Based New Clustering Model for Graph Proximity Construction

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

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 et al.
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
Conference papers hal-03544052v1
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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 : ⟩
Theses tel-00161698v1

Fouille de Données Complexes - FDC 2016

Guillaume Cleuziou , Cyril de Runz , Germain Forestier , Mustapha Lebbah
Revue des Nouvelles Technologies de l'Information, RNTI-E-31, Editions RNTI, 2016
Special issue hal-02563703v1

Learning based system for knowledge discovery from nasopharyngeal cancer data

Khalid Benabdeslem , Mustapha Lebbah , Alexandre Aussem , Nadjim Chelghoum , Marilys Corbex et al.
COSI, 2007, Oran, Algeria. pp.533-542
Conference papers hal-00198065v1

Biophysical regions identification using an artificial neuronal network: A case study in the South Western Atlantic

Martin Saraceno , Christine Provost , Mustapha Lebbah
Advances in Space Research, 2006, 37 (4), pp.793-805. ⟨10.1016/j.asr.2005.11.005⟩
Journal articles istex hal-00124842v1
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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 communications hal-01259590v1

How to use ants for data stream clustering

Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa et al.
2015 IEEE Congress on Evolutionary Computation (CEC), May 2015, Sendai, France. pp.656-663
Conference papers hal-02115660v1
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⟩
Journal articles hal-02880626v1

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
Book sections hal-01788847v1

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

Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa et al.
Procedia Computer Science, 2016, 96, pp.187-196. ⟨10.1016/j.procs.2016.08.127⟩
Journal articles hal-02115622v1
Image document

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

Gaël Beck , Hanane Azzag , Stéphanie Bougeard , Mustapha Lebbah , Ndèye Niang et al.
Procedia Computer Science, 2018, 144, pp.239-250. ⟨10.1016/j.procs.2018.10.525⟩
Journal articles hal-02471601v1

Approche connexionniste pour l'extraction de profils cas-témoins du cancer du Nasopharynx à partir des données issues d'une étude épidémiologique

Khalid Benabdeslem , Mustapha Lebbah , Alexandre Aussem , Marilys Corbex
EGC, 2007, France. pp.445 - 454
Conference papers hal-00198064v1

Mixed Topological Map

Mustapha Lebbah , Aymeric Chazottes , Fouad Badran , Sylvie Thiria
ESANN 2005, (European Symposium on Artificial Neural Networks), Apr 2005, Bruges, Belgium. pp.357-362, 2005
Poster communications hal-01125738v1

Feature selection for self organizing Map

Khalid Benabdeslem , Mustapha Lebbah
ITI, 2007, Croatia. pp.45-50
Conference papers hal-00197770v1

Proceedings of the 17th International Conference on Information Visualization

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

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
Conference papers hal-02123317v1

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

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

Les trois défis du Big-Data: Eléments de reflexion

Khalid Benabdeslem , Christophe Biernacki , Mustapha Lebbah
Statistique et Société, 2015, 3 (1), pp.19-22
Journal articles hal-01198435v1
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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
Other publications hal-00609725v1

Apprentissage et Visualisation

Hanene Azzag , Mustapha Lebbah , Gilles Venturini
RNTI, pp.98, 2010
Books hal-01067761v1

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
Books hal-01067802v1

Clustering of Binary Data Sets Using Artificial Ants Algorithm

Nesrine Masmoudi , Hanane Azzag , Mustapha Lebbah , Cyrille Bertelle , Maher Ben Jemaa et al.
Neural Information Processing. ICONIP 2015. Lecture Notes in Computer Science, vol 9489, pp.716-723, 2015
Book sections hal-02115652v1
Image document

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
Conference papers hal-02859997v1