Discriminative feature extraction and selection applied to face recognition. - Méziane Yacoub; Younès Bennani (IJCNN, 1999)

Detection et Selection d'Informations Pertinentes : application a la reconnaissance de visages. - Méziane Yacoub; Younès Bennani (RIAO, 2000)

Features Selection and Architecture Optimization in Connectionist Systems. - Méziane Yacoub; Younès Bennani (Int. J. Neural Syst., 2000)

A Topological Hierarchical Clustering: Application to Ocean Color Classification. - Méziane Yacoub; Fouad Badran; Sylvie Thiria (ICANN, 2001)

Une mesure de pertinence pour la sélection de variables dans les perceptrons multicouches. - Méziane Yacoub; Younès Bennani (Rev. d'Intelligence Artif., 2001)

Self-Organizing Maps Applied to Soil Conservation in Mediterranean Olive Groves. - Jamal Ammouri; Pascale Minet; Malika Boudiaf; Samia Bouzefrane 001; Méziane Yacoub (PEMWN, 2019)

A near-autonomous and incremental intrusion detection system through active learning of known and unknown attacks. - Lynda Boukela; Gongxuan Zhang; Méziane Yacoub; Samia Bouzefrane 001 (SPAC, 2021)

A modified LOF-based approach for outlier characterization in IoT. - Lynda Boukela; Gongxuan Zhang; Méziane Yacoub; Samia Bouzefrane 001; Sajjad Bagheri Baba Ahmadi; Hamed Jelodar (Ann. des Télécommunications, 2021)

An approach for unsupervised contextual anomaly detection and characterization. - Lynda Boukela; Gongxuan Zhang; Méziane Yacoub; Samia Bouzefrane 001; Sajjad Bagheri Baba Ahmadi (Intell. Data Anal., 2022)

Demonstrating Liability and Trust Metrics for Multi-Actor, Dynamic Edge and Cloud Microservices. - Yacine Anser; Chrystel Gaber; Romain Cajeat; Jean-Philippe Wary; Samia Bouzefrane 001; Méziane Yacoub; Onur Kalinagac; Gürkan Gür (MobiCom, 2023)

Self-organised map and trust-aware-based quality of service prediction for reliable services selection in distributed computing environment. - Youcef Ould Yahia; Méziane Yacoub; Samia Bouzefrane 001; Hanifa Boucheneb (Int. J. Adv. Intell. Paradigms, 2024)

Leveraging Graph Neural Networks for Attack Detection in IoT Systems. - Ramzi Rezki; Youakim Badr; Samia Bouzefrane 001; Fabrice Mourlin; Méziane Yacoub (ARES (Workshops 4), 2025)

Liability and Trust Analysis Framework for Multi-Actor Dynamic Microservices. - Yacine Anser; Chrystel Gaber; Jean-Philippe Wary; Samia Bouzefrane 001; Méziane Yacoub; Onur Kalinagac; Gürkan Gür (IEEE Trans. Netw. Serv. Manag., 2025)