GHALMANE Zakariya

Research

• Complex networks
• Network resilience
• Deep learning
• Data Analysis 

Scientific production

Articles published in international journals :

• Z. Ghalmane, B. Mérigot, R. Interdonado, D. Ienco, P. Carbonara, A. Cau, A. Esteban, M.T. Farriols, M. C. Follesa, C. Garcia-Ruiz, G. Garofalo, M. Gristina, T. Imzilen, I. Isajlovic, S. Kavadas, I. Maina, P. Maiorano, C. Manfredi, J. Mifsud, P. Peristeraki, M. Sbrana, M.T. Spedicato, I. Thasitis, N.Vrgoc, and P. Poncelet “A new framework for measuring diversity in temporal ecological networks”, under review in the Ecology Letters Journal.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Extracting Modular-based Backbones in Weighted Networks”, Information Sciences (\textbf{IF=5.91}, \textbf{Q1}), 2021, vol. 576, p. 454-474. DOI: 10.1016/j.ins.2021.06.087.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Extracting backbones in weighted modular complex networks”, Scientific Reports (\textbf{IF=4.011}, \textbf{Q1}), 2020, vol. 10, no 1, p. 1-18. DOI: 10.1038/s41598-020-71876-0.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Exploring hubs and overlapping nodes interactions in modular complex networks”, IEEE Access (\textbf{IF=4.098}, \textbf{Q1}), 2020, vol. 8, p. 79650-79683. DOI: 10.1109/ACCESS.2020.2991001.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Centrality in Complex Networks with Overlapping Community Structure”, Scientific Reports Journal (\textbf{IF=4.011}, \textbf{Q1}), 2019, vol. 9, no 1. DOI: 10.1038/s41598-019-46507-y.
•  Z. Ghalmane, M. EL Hassouni, C. Cherifi, H. Cherifi “Centrality in Modular Networks”, EPJ Data Science Journal (\textbf{IF=3.789}, \textbf{Q1}), 2019, vol. 8, no 1, p. 15. DOI: 10.1140/epjds/s13688-019-0195-7.
• Z. Ghalmane, M. EL Hassouni, H. Cherifi “Immunization of networks with non-overlapping community structure”, Social Network Analysis and Mining (\textbf{IF=1.61}, \textbf{Q3}), 2019, vol. 9, no 1, p. 45. DOI: 10.1007/s13278-019-0591-9. 

Articles published in international conferences :

• Z. Ghalmane, B. Mérigot, R. Interdonado, D. Ienco, P. Carbonara, A. Cau, A. Esteban, M.T. Farriols, M. C. Follesa, C. Garcia-Ruiz, G. Garofalo, M. Gristina, T. Imzilen, I. Isajlovic, S. Kavadas, I. Maina, P. Maiorano, C. Manfredi, J. Mifsud, P. Peristeraki, M. Sbrana, M.T. Spedicato, I. Thasitis, N.Vrgoc, and P. Poncelet, 'A new framework for measuring diversity in temporal ecological networks: application to the demersal fish community in the Mediterranean sea'. Complex Systems Society, December 25-29, 2021 Lyon, France. 
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni 'Interactions between overlapping nodes and hubs in complex networks with modular structure'. Complex Systems Society, December 7-11, 2020 (Videoconference).
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni 'A Community-Aware Backbone Extractor for Weighted Networks'. The 9th International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2020) December 1-3, 2020 - Madrid, Spain (Videoconference).
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “A backbone extraction method for complex weighted networks”, The 11th Conference on Network Modeling and Analysis (Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques MARAMI), October 14-15 2020 Montpellier, France (Videoconference). 
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni 'Localization of Hubs in Modular Networks'. The International Conference on Complex Systems, July 27-31, 2020 (Videoconference).
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Localization of hubs in complex networks with overlapping modular structure”, Netsci 2020, May 17-25 2020, Rome, Italy (Videoconference). 
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Characterizing the Relation between Hubs and Overlapping Nodes in Modular Networks”. COMPLEX NETWORKS 2019.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Searching for the hubs? Look at the overlapping nodes!”, The 10th Conference on Network Modeling and Analysis (Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques MARAMI), November 6-8 2019 Dijon, France.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Influence of the community structure on centrality measures”, Netsci 2019, May 27-31 2019, Burlington, Vermont USA.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Ranking the Nodes in Modular Networks”, The 10th International Conference on Complex Networks 2019 COMPLENET'19.
• Z. Ghalmane, C. Cherifi, H. Cherifi, M. EL Hassouni “Centrality in Networks with Overlapping Communities”, In 7th IEEE International Conference on Complex Networks and Their Applications (CNA 2018).
• Z. Ghalmane, M. EL Hassouni, C. Cherifi, H. Cherifi “k-Truss Decomposition for Modular Centrality”, The 9th International Symposium on Signal, Image, Video and Communications ISIVC 2018. DOI: 10.1109/ISIVC.2018.8709196.
• Z. Ghalmane, M. EL Hassouni, H. Cherifi “Betweenness Centrality for Networks with Non-Overlapping Community Structure”, 2018 IEEE Workshop on Complexity in Engineering (COMPENG), 1-5. DOI: 10.1109/CompEng.2018.8536229.
• Z. Ghalmane, M. EL Hassouni, H. Cherifi “Targeted immunization in networks with non-overlapping community structure”, The 6th International Conference on Complex Networks and Their Applications, Book of abstracts p104.