| 2024 | IECON | New current analysis method for the diagnosis of gearbox faults under variable load and speed. | Chaima Ben Abdallah, Mahfoud Bouzouidja, Abdenour Soualhi, Hubert Razik, Noureddine Zerhouni |
| 2024 | IECON | Monitoring of Product Conformity Based on Machine Learning Prediction Evaluation. | Maha Ben Ayed, Moncef Soualhi, Noureddine Zerhouni |
| 2022 | CoDIT | Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator. | Moncef Soualhi, Noureddine Zerhouni, Abdenour Soualhi, Kamel Eddine Hemsas, Thi Phuong Khanh Nguyen, Kamal Medjaher |
| 2019 | CoDIT | A New Adaptive Prognostic Strategy Based on Online Future Evaluation and Extended Kalman Filtering. | Salma Harrath, Jaouher Ben Ali, Taoufik Zouaghi, Noureddine Zerhouni |
| 2017 | CoDIT | The performance measure of a data driven prognostic system: Application to an aircraft engine. | Zohra Bouzidi, Labib Sadek Terrissa, Ahmed Lahmadi, Noureddine Zerhouni, Soheyb Ayad |
| 2017 | CoDIT | Experimental monitoring data for prognostics and health management of MEMS. | Haithem Skima, Kamal Medjaher, Christophe Varnier, Noureddine Zerhouni |
| 2017 | ICINCO | Bearings Prognostics based on Blind Sources Separation and Robust Correlation Analysis. | Tarak Benkedjouh, Noureddine Zerhouni, Said Rechak |
| 2016 | CoDIT | PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning. | Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel |
| 2013 | IECON | Novel failure prognostics approach with dynamic thresholds for machine degradation. | Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni |
| 2013 | IECON | Fuel Cells prognostics using echo state network. | Simon Morando, Samir Jemei, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel |
| 2012 | IECON | New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. | Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni |
| 2011 | ECSQARU | E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions. | Lisa Serir, Emmanuel Ramasso, Noureddine Zerhouni |
| 2011 | IC3K | Adaptation based on Knowledge Models for Diagnostic Systems using Case-base Reasoning. | Brigitte Chebel-Morello, Mohamed Karim Haouchine, Noureddine Zerhouni |
| 2007 | FlAIRS | A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR. | Ivana Rasovska, Brigitte Chebel-Morello, Noureddine Zerhouni |
| 2006 | MASS | Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network. | Hung-Cuong Le, Herv Guyennet, Noureddine Zerhouni |
| 2003 | ETFA | The "twin base modeling" for telemaintenance process. | Hakima Mellah, Noureddine Zerhouni |
| 2003 | ETFA | Lower bounds and multiobjective evolutionary optimization for combined maintenance and production scheduling in job shop. | Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni |
| 2003 | ICRA | Fuzzy Petri nets for monitoring and recovery. | Daniel Racoceanu, Eugenia Minca, Noureddine Zerhouni |
| 2003 | IWANN | Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies. | Fatima Benbouzid, Christophe Varnier, Noureddine Zerhouni |
| 2002 | ICRA | Modular Modeling and Analysis of a Distributed Production System with Distant Specialised Maintenance. | Daniel Racoceanu, Noureddine Zerhouni, Nawal Addouche |
| 2002 | SMC | A genetic algorithm and data mining based meta-heuristic for job shop scheduling problem. | Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni |
| 2001 | ETFA | The RRBF. Dynamic representation of time in radial basis function network. | Ryad A. Zemouri, Daniel Racoceanu, Noureddine Zerhouni |
| 2001 | ETFA | A genetic algorithm and data mining to resolve a job shop schedule. | Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni |
| 2001 | ICRA | A Petri net Graphic Method of Reduction Using Birth-death Processes. | Ryad A. Zemouri, Daniel Racoceanu, Noureddine Zerhouni |
| 1997 | ICRA | Control of discrete event systems modelled by continuous Petri nets: case of opened manufacturing lines. | Akli Amrah, Noureddine Zerhouni, Abdellah El Moudni |
| 1996 | ICRA | On the calculation of transfer function of timed event Petri nets. | Jan Komenda, Abdellah El Moudni, Noureddine Zerhouni, Michel Ferney |
| 1990 | ICRA | Dynamic analysis of manufacturing systems using continuous Petri nets. | Noureddine Zerhouni, Hassane Alla |