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1

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - A Complete Data Science Work-flow For Insurance Field

Ghesmoune, Mohammed, Lebbah, Mustapha, Azzag, Hanane, Benbernou, Salima, Ouziri, Mourad, Duong, Tarn

Year:

2018

Language:

english

File:

PDF, 7 KB

english, 2018

2

A new growing neural gas for clustering data streams

Ghesmoune, Mohammed, Lebbah, Mustapha, Azzag, Hanene

Journal:

Neural Networks

Year:

2016

Language:

english

File:

PDF, 2.53 MB

english, 2016

3

Big Data: from collection to visualization

Ghesmoune, Mohammed, Azzag, Hanene, Benbernou, Salima, Lebbah, Mustapha, Duong, Tarn, Ouziri, Mourad

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 2.35 MB

english, 2017

4

Probabilistic Self-Organizing Map for Clustering and Visualizing non-i.i.d Data

Lebbah, Mustapha, Jaziri, Rakia, Bennani, Younès, Chenot, Jean-Hugues

Journal:

International Journal of Computational Intelligence and Applications

Year:

2015

Language:

english

File:

PDF, 1.24 MB

english, 2015

5

Micro-Batching Growing Neural Gas for Clustering Data Streams Using Spark Streaming

Ghesmoune, Mohammed, Lebbah, Mustapha, Azzag, Hanene

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 4.65 MB

english, 2015

6

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

ChellyÂ Dagdia, Zaineb, Zarges, Christine, Beck, GaÃ«l, Lebbah, Mustapha

Journal:

Knowledge and Information Systems

Year:

2020

File:

PDF, 2.03 MB

2020

7

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA, USA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Return of experience on the mean-shift clustering for heterogeneous architecture use case

Cerin, Christophe, Gaudiot, Jean-Luc, Lebbah, Mustapha, Yuehgoh, Fouste

Year:

2017

Language:

english

File:

PDF, 698 KB

english, 2017

8

An Instance Based Model for Scalable θ -Subsumption

Léger, Hippolyte, Bouthinon, Dominique, Lebbah, Mustapha, Azzag, Hanene

Journal:

International Journal of Artificial Intelligence Tools

Year:

2018

Language:

english

File:

PDF, 403 KB

english, 2018

9

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing

Dagdia, Zaineb Chelly, Zarges, Christine, Beck, Gael, Azzag, Hanene, Lebbah, Mustapha

Year:

2018

Language:

english

File:

PDF, 41 KB

english, 2018

10

[IEEE 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC) - Porto, Portugal (2014.7.30-2014.8.1)] 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014) - Incremental clustering of data stream using real ants behavior

Masmoudi, Nesrine, Azzag, Hanane, Lebbah, Mustapha, Bertelle, Cyrille

Year:

2014

Language:

english

File:

PDF, 902 KB

english, 2014

11

[IEEE 2015 IEEE Congress on Evolutionary Computation (CEC) - Sendai, Japan (2015.5.25-2015.5.28)] 2015 IEEE Congress on Evolutionary Computation (CEC) - How to use ants for data stream clustering

Masmoudi, Nesrine, Azzag, Hanane, Lebbah, Mustapha, Bertelle, Cyrille, Ben Jemaa, Maher

Year:

2015

Language:

english

File:

PDF, 1.42 MB

english, 2015

12

Growing self-organizing trees for autonomous hierarchical clustering

Doan, Nhat-Quang, Azzag, Hanane, Lebbah, Mustapha

Journal:

Neural Networks

Year:

2013

Language:

english

File:

PDF, 1.64 MB

english, 2013

13

GROUP OUTLIER FACTOR: A NEW SCORE USING SELF-ORGANISING MAP FOR GROUP-OUTLIER AND NOVELTY DETECTION

CHAIBI, AMINE, LEBBAH, MUSTAPHA, AZZAG, HANANE

Journal:

International Journal of Computational Intelligence and Applications

Year:

2013

Language:

english

File:

PDF, 2.46 MB

english, 2013

14

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - GTM Mixture through time for sequential data

Jaziri, Rakia, Chamroukhi, Faicel, Lebbah, Mustapha, Bennani, Younes

Year:

2016

Language:

english

File:

PDF, 580 KB

english, 2016

15

[IEEE 2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2) - Paris, France (2018.11.18-2018.11.21)] 2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2) - Accelerating the Computation of Multi-Objectives Scheduling Solutions for Cloud Computing

Cerin, Christophe, Menouer, Tarek, Lebbah, Mustapha

Year:

2018

Language:

english

File:

PDF, 399 KB

english, 2018

16

Visualization and clustering of categorical data with probabilistic self-organizing map

Mustapha Lebbah, Khalid Benabdeslem

Journal:

Neural Computing and Applications

Year:

2010

Language:

english

File:

PDF, 584 KB

english, 2010

17

State-of-the-art on clustering data streams

Ghesmoune, Mohammed, Lebbah, Mustapha, Azzag, Hanene

Journal:

Big Data Analytics

Year:

2016

Language:

english

File:

PDF, 1.46 MB

english, 2016

18

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - Map-TreeMaps: A New Approach for Hierarchical and Topological Clustering

Azzag, Hanene, Lebbah, Mustapha, Arfaoui, Aymen

Year:

2010

Language:

english

File:

PDF, 777 KB

english, 2010

19

Self-Organizing Tree Using Artificial Ants

Azzag, Hanene, Lebbah, Mustapha

Journal:

Journal of Information Technology Research

Year:

2011

Language:

english

File:

PDF, 2.40 MB

english, 2011

20

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

Masmoudi, Nesrine, Azzag, Hanane, Lebbah, Mustapha, Bertelle, Cyrille, Jemaa, Maher Ben

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 341 KB

english, 2016

21

[IEEE 2013 17th International Conference on Information Visualisation - London, United Kingdom (2013.07.16-2013.07.18)] 2013 17th International Conference on Information Visualisation - A New Visualization of Group-Outliers in Unsupervised Learning

Chaibi, Amine, Lebbah, Mustapha, Azzag, Hanane

Year:

2013

Language:

english

File:

PDF, 781 KB

english, 2013

22

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Growing Hierarchical Trees for Data Stream clustering and visualization

Doan, Nhat-Quang, Ghesmoune, Mohammed, Azzag, Hanane, Lebbah, Mustapha

Year:

2015

Language:

english

File:

PDF, 2.38 MB

english, 2015

23

[IEEE 2014 IEEE International Conference on Big Data (Big Data) - Washington, DC, USA (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Big Data (Big Data) - Biclustering using Spark-MapReduce

Sarazin, Tugdual, Lebbah, Mustapha, Azzag, Hanane

Year:

2014

Language:

english

File:

PDF, 1.33 MB

english, 2014

24

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

Martin Saraceno, Christine Provost, Mustapha Lebbah

Journal:

Advances in Space Research

Year:

2006

Language:

english

File:

PDF, 1.02 MB

english, 2006

25

[IEEE 2013 World Congress on Nature and Biologically Inspired Computing (NaBIC) - Fargo, ND, USA (2013.08.12-2013.08.14)] 2013 World Congress on Nature and Biologically Inspired Computing - Clustering using chemical and colonial odors of real ants

Masmoudi, Nesrine, Azzag, Hanane, Lebbah, Mustapha, Bertelle, Cyrille

Year:

2013

Language:

english

File:

PDF, 2.64 MB

english, 2013

26

A PROBABILISTIC SELF-ORGANIZING MAP FOR BINARY DATA TOPOGRAPHIC CLUSTERING

LEBBAH, MUSTAPHA, BENNANI, YOUNÈS, ROGOVSCHI, NICOLETA

Journal:

International Journal of Computational Intelligence and Applications

Year:

2008

Language:

english

File:

PDF, 2.93 MB

english, 2008

27

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - BeSOM : Bernoulli on Self-Organizing Map

Lebbah, Mustapha, Rogovschi, Nicoleta, Bennani, Younes

Year:

2007

Language:

english

File:

PDF, 5.89 MB

english, 2007

28

Nearest neighbour estimators of density derivatives, with application to mean shift clustering

Duong, Tarn, Beck, Gaël, Azzag, Hanene, Lebbah, Mustapha

Journal:

Pattern Recognition Letters

Year:

2016

Language:

english

File:

PDF, 2.31 MB

english, 2016

29

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Growing Self-organizing Trees for knowledge discovery from data

Nhat-Quang Doan,, Azzag, Hanane, Lebbah, Mustapha

Year:

2012

Language:

english

File:

PDF, 2.38 MB

english, 2012

30

[IEEE 2008 Seventh International Conference on Machine Learning and Applications - San Diego, CA, USA (2008.12.11-2008.12.13)] 2008 Seventh International Conference on Machine Learning and Applications - Relational Analysis for Consensus Clustering from Multiple Partitions

Lebbah, Mustapha, Bennani, Younès, Benhadda, Hamid

Year:

2008

Language:

english

File:

PDF, 505 KB

english, 2008

31

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - Hierarchical Laplacian Score for unsupervised feature selection

Doan, Nhat-Quang, Azzag, Hanane, Lebbah, Mustapha

Year:

2018

Language:

english

File:

PDF, 2.08 MB

english, 2018

32

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - A new bi-clustering approach using topological maps

Chaibi, Amine, Lebbah, Mustapha, Azzag, Hanane

Year:

2013

Language:

english

File:

PDF, 14.12 MB

english, 2013

33

[IEEE 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) - Boston, MA (2017.11.6-2017.11.8)] 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) - An Instance Based Model for Scalable Theta -Subsumption

Leger, Hippolyte, Bouthinon, Dominique, Lebbah, Mustapha, Azzag, Hanene

Year:

2017

Language:

english

File:

PDF, 583 KB

english, 2017

34

[IEEE 2007 29th International Conference on Information Technology Interfaces - Cavtat, Croatia (2007.06.25-2007.06.28)] 2007 29th International Conference on Information Technology Interfaces - Feature Selection for Self-Organizing Map

Benabdeslem, Khalid, Lebbah, Mustapha

Year:

2007

Language:

english

File:

PDF, 201 KB

english, 2007

35

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Topographic under-sampling for unbalanced distributions

Hamdi, Fatma, Lebbah, Mustapha, Bennani, Younes

Year:

2010

Language:

english

File:

PDF, 674 KB

english, 2010

36

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - A Generic and Scalable Pipeline for Large-Scale Analytics of Continuous Aircraft Engine Data

Forest, Florent, Lacaille, Jerome, Lebbah, Mustapha, Azzag, Hanene

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

37

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing

Dagdia, Zaineb Chelly, Zarges, Christine, Beck, Gael, Azzag, Hanene, Lebbah, Mustapha

Year:

2018

File:

PDF, 41 KB

2018

38

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - From variable weighting to cluster characterization in topographic unsupervised learning

Grozavu, Nistor, Bennani, Younes, Lebbah, Mustapha

Year:

2009

Language:

english

File:

PDF, 1.38 MB

english, 2009

39

[IEEE 2008 Seventh International Conference on Machine Learning and Applications - San Diego, CA, USA (2008.12.11-2008.12.13)] 2008 Seventh International Conference on Machine Learning and Applications - Probabilistic Mixed Topological Map for Categorical and Continuous Data

Rogovschi, Nicoleta, Lebbah, Mustapha, Bennani, Younès

Year:

2008

Language:

english

File:

PDF, 567 KB

english, 2008

40

[IEEE 2014 IEEE International Parallel & Distributed Processing Symposium Workshops (IPDPSW) - Phoenix, AZ, USA (2014.5.19-2014.5.23)] 2014 IEEE International Parallel & Distributed Processing Symposium Workshops - SOM Clustering Using Spark-MapReduce

Sarazin, Tugdual, Azzag, Hanane, Lebbah, Mustapha

Year:

2014

Language:

english

File:

PDF, 421 KB

english, 2014

41

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework

Dagdia, Zaineb Chelly, Zarges, Christine, Beck, Gael, Lebbah, Mustapha

Year:

2017

Language:

english

File:

PDF, 172 KB

english, 2017

42

Subspace data stream clustering with global and local weighting models

Attaoui, Mohammed Oualid, Azzag, Hanene, Lebbah, Mustapha, Keskes, Nabil

Journal:

Neural Computing and Applications

Year:

2020

File:

PDF, 3.20 MB

2020

43

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Self-organizing trees for visualizing protein dataset

Doan, Nhat-Quang, Azzag, Hanane, Lebbah, Mustapha, Santini, Guillaume

Year:

2013

Language:

english

File:

PDF, 4.31 MB

english, 2013

44

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

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

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 588 KB

english, 2018

45

[IEEE 2012 16th International Conference on Information Visualisation (IV) - Montpellier, France (2012.07.11-2012.07.13)] 2012 16th International Conference on Information Visualisation - Graph Decomposition Using Self-organizing Trees

Doan, Nhat-Quang, Azzag, Hanane, Lebbah, Mustapha

Year:

2012

Language:

english

File:

PDF, 645 KB

english, 2012

46

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Probabilistic Self-Organizing Maps for multivariate sequences

Jaziri, Rakia, Lebbah, Mustapha, Rogovschi, Nicoleta, Bennani, Younes

Year:

2011

Language:

english

File:

PDF, 2.14 MB

english, 2011

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