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1

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

2

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

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

A hierarchical ant based clustering algorithm and its use in three real-world applications

Hanene Azzag, Gilles Venturini, Antoine Oliver, Christiane Guinot

Journal:

European Journal of Operational Research

Year:

2007

Language:

english

File:

PDF, 789 KB

english, 2007

5

[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

6

[ACM Press the 15th international conference - Edinburgh, Scotland (2006.05.23-2006.05.26)] Proceedings of the 15th international conference on World Wide Web - WWW '06 - Generating maps of web pages using cellular automata

Azzag, Hanene, Ratsimba, David, Da Costa, David, Venturini, Gilles, Guinot, Christiane

Year:

2006

Language:

english

File:

PDF, 120 KB

english, 2006

7

[ACM Press Special interest tracks and posters of the 14th international conference - Chiba, Japan (2005.05.10-2005.05.14)] Special interest tracks and posters of the 14th international conference on World Wide Web - WWW '05 - Automatic generation of web portals using artificial ants

Azzag, Hanene, Venturini, Gilles, Guinot, Christiane

Year:

2005

Language:

english

File:

PDF, 568 KB

english, 2005

8

A New Approach of Data Clustering Using a Flock of Agents

Picarougne, Fabien, Azzag, Hanene, Venturini, Gilles, Guinot, Christiane

Journal:

Evolutionary Computation

Year:

2007

Language:

english

File:

PDF, 500 KB

english, 2007

9

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

10

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

11

[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

12

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

13

[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

14

[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

15

[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

16

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

17

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

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