Mohammed Ghesmoune

According to our database, Mohammed Ghesmoune authored at least 12 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Soft Subspace Growing Neural Gas pour le Clustering de Flux de Données.

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

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Soft Subspace Topological Clustering over Evolving Data Stream.

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

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

Soft Subspace Growing Neural Gas for Data Stream Clustering.

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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018

A Complete Data Science Work-flow For Insurance Field.

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

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Big Data: from collection to visualization.

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

Mach. Learn., 2017

2016

Apprentissage non supervisé de flux de données massives: application aux Big Data d'assurance. (Unsupervided learning of massive data streams: application to Big Data in insurance).

Mohammed Ghesmoune

PhD thesis, 2016

A new Growing Neural Gas for clustering data streams.

Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag

Neural Networks, 2016

2015

Clustering Over Data Streams Based on Growing Neural Gas.

Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

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

Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag

Proceedings of the INNS Conference on Big Data 2015, 2015

Growing Hierarchical Trees for Data Stream clustering and visualization.

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

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Clustering topologique pour le flux de données.

Mohammed Ghesmoune, Mustapha Lebbah, Hanane Azzag

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

G-Stream: Growing Neural Gas over Data Stream.

Mohammed Ghesmoune, Hanene Azzag, Mustapha Lebbah

Proceedings of the Neural Information Processing - 21st International Conference, 2014