IoT and transfer learning based urban river quality prediction. - Tharsana Balachandran; Thiago Abreu; Manel Naloufi; Sami Souihi; Françoise Lucas; Aurélie Janne (GLOBECOM, 2022)

G-TOK: Zero-Knowledge Proofs Based Dynamic Verifiable Credentials for Sensor Data Sharing. - Junyi Zhong; Thiago Abreu; Sami Souihi; Françoise S. Lucas (BCCA, 2024)

Machine Learning for Emergency Service Optimization: A Real-World Application. - Junyi Zhong; Thiago Abreu; Matthieu Heidet; Françoise S. Lucas; Sami Souihi (CCECE, 2024)

IoT Urban River Water Quality System Using Federated Learning via Knowledge Distillation. - Amine Dahane; Rabaie Benameur; Manel Naloufi; Sami Souihi; Thiago Abreu; Françoise S. Lucas; Abdelhamid Mellouk (ICC, 2024)