Research interests
Data quality management
Stochastic processes modeling
Applied statistics
Topics
Healthcare (Breast cancer, Neurology, Endocrinology) Industrial (Electronic components, Microsystems)
Supervision
Current PhD Students
Rouaa Hoblos, Uncertainty quantification for machine and deep learning techniques, SUPMICROTECH-ENSMM. Joint supervision with Noura Dridi and Noureddine Zerhouni. Starting date: October 2023.
Raniya Ketfi, Characterization and modeling of sensor data for breast anomalies detection, SUPMICROTECH-ENSMM. Joint supervision with Christine Devalland (Hôpital Nord Franche-Comté) and Noureddine Zerhouni. Starting date: May 2023.
Former PhD Students
Firas Ketata, Endocrine disease screening and prediction using data science and artificial intelligence, Université Bourgogne-Franche-Comté. Joint supervision with Noureddine Zerhouni. October 2024.
Liseth Victoria Pasaguayo Baez (Post-doc at École des Mines de Saint-Étienne), Remaining useful life prediction of a microsystem dedicated to intracorporeal surgeries, Université Bourgogne-Franche-Comté. Industrie thesis (CIFRE) at Amarob. Joint supervision with Noureddine Zerhouni. Industrial supervisor: Sergio Lescano. April 2024.
Mohamad Nazar (Engineer R&D), Online health monitoring and remaining useful lifetime estimation of IGBT power modules, Université Paris-Saclay. Industrie thesis (CIFRE) at Mitsubishi. Joint supervision with Zoubir Khatir (Université Gustave Eiffel), Ali Ibrahim (Université Gustave Eiffel). Industrial supervisor: Nicolas Degrenne. January 2023.
Chifaa Dahik (R&D at Capgemini), Robust optimization with uncertainty, Université Bourgogne-Franche-Comté. Joint supervision with Jean-Marc Nicod and Landy Rabehasaina (Laboratoire de Mathématiques de Besançon (LmB)). November 2021.
Nabil Omri (Data Scientist lead at Capgemini), Knowledge extraction from SME data for the implementation of PHM process, Université Bourgogne-Franche-Comté. Industrial thesis (CIFRE) at SCODER. Joint supervision with Noureddine Zerhouni. Industrial supervisor: Sylvian Giampiccolo. April 2021.
Post-Doctoral
Nabil OMRI, Development of an automatic approach for biomarker scoring : application to breast cancer, PADICS EIPHI excellence research project, May 2021 - October 2022.
Dani Hadad, Distributed multi-sensor diagnostic and prognostic applied to the firefighters health and security context, PHM/AS2M Femto-st. October 2018 - June 2019.
Thesis
Title: Extended gamma processes in view of application to reliability, 21 September 2016, Université de Pau et des Pays de l'Adour.
Supervisos: Sophie Mercier et Ghislain Verdier.