Towards avatar-based discovery for IoT services using social networking and clustering mechanisms. - Karima Khadir; Nawal Guermouche; Thierry Monteil 001; Amal Guittoum (CNSM, 2020)

A Genetic Algorithm-Based Approach for Fluctuating QoS Aware Selection of IoT Services. - Karima Khadir; Nawal Guermouche; Amal Guittoum; Thierry Monteil 001 (IEEE Access, 2022)

Inferring Threatening IoT Dependencies using Semantic Digital Twins Toward Collaborative IoT Device Management. - Amal Guittoum; François Aïssaoui; Sébastien Bolle; Fabienne Boyer; Noel De Palma (SAC, 2023)

Solving the IoT Cascading Failure Dilemma Using a Semantic Multi-agent System. - Amal Guittoum; François Aïssaoui; Sébastien Bolle; Fabienne Boyer; Noel De Palma (ISWC, 2023)

Collaborative Cascading Failure Management on Internet of Things devices. (Gestion collaborative des pannes en cascade sur les objets connectés). - Amal Guittoum (2024)