Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon. - Fabrice Druaux; Emmanuel Rogue; Alain Faure (Neural Process. Lett., 1998)

Particles shape analysis and classification using the wavelet transform. - H. Drolon; Fabrice Druaux; Alain Faure (Pattern Recognit. Lett., 2000)

Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach. - Dimitri Lefebvre; Edouard Leclercq; Fabrice Druaux; Philippe Thomas 001 (ADHS, 2003)

Autonomous learning algorithm for fully connected recurrent networks. - Edouard Leclercq; Fabrice Druaux; Dimitri Lefebvre (ESANN, 2003)

Autonomous learning algorithm for fully connected recurrent networks. - Edouard Leclercq; Fabrice Druaux; Dimitri Lefebvre; Salem Zerkaoui (Neurocomputing, 2005)

Robust stability analysis of adaptive control based on recurrent ANN. - Salem Zerkaoui; Fabrice Druaux; Edouard Leclercq; Dimitri Lefebvre (Int. J. Model. Identif. Control., 2008)

Self-organising map for large scale processes monitoring. - Edouard Leclercq; Fabrice Druaux; Dimitri Lefebvre (ESANN, 2009)

Stable adaptive control with recurrent neural networks for square MIMO non-linear systems. - Salem Zerkaoui; Fabrice Druaux; Edouard Leclercq; Dimitri Lefebvre (Eng. Appl. Artif. Intell., 2009)

Input - Output Classification Mapping for the fault detection, identification and accommodation. - Mustapha Barakat; Dimitri Lefebvre; Mohamad Khalil; Oussama Mustapha; Fabrice Druaux (SMC, 2010)

Indirect neural control for plant-wide systems: Application to the Tennessee Eastman Challenge Process. - Salem Zerkaoui; Fabrice Druaux; Edouard Leclercq; Dimitri Lefebvre (Comput. Chem. Eng., 2010)

Self adaptive growing neural network classifier for faults detection and diagnosis. - Mustapha Barakat; Fabrice Druaux; Dimitri Lefebvre; Mohamad Khalil; Oussama Mustapha (Neurocomputing, 2011)

Adaptive control design using stability analysis and tracking errors dynamics for nonlinear square MIMO systems. - Asma Atig; Fabrice Druaux; Dimitri Lefebvre; Kamel Abderrahim; Ridha Ben Abdennour (Eng. Appl. Artif. Intell., 2012)

Multimodel and neural emulators for non-linear systems: application to an indirect adaptive neural control. - Nesrine Bahri; Asma Atig; Ridha Ben Abdennour; Fabrice Druaux; Dimitri Lefebvre (Int. J. Model. Identif. Control., 2012)

Parameter selection algorithm with self adaptive growing neural network classifier for diagnosis issues. - Mustapha Barakat; Dimitri Lefebvre; Mohamad Khalil; Fabrice Druaux; Oussama Mustapha (Int. J. Mach. Learn. Cybern., 2013)

Multivariable adaptive neural control based on multimodel emulator for nonlinear square MIMO systems. - Nesrine Bahri; Asma Atig; Ridha Ben Abdennour; Fabrice Druaux; Dimitri Lefebvre (SSD, 2014)

Damage detection based on wavelet transform and artificial intelligence for underwater metallic structures. - Yaya Sidibé; Dimitri Lefebvre; Fabrice Druaux; Gérard Maze; Fernand Leon (ECC, 2014)

An adaptive neural controller based on neural emulator for single-input multi-output nonlinear systems. - Nesrine Bahri; Fabrice Druaux; Asma Atig; Ridha Ben Abdennour; Dimitri Lefebvre (ECC, 2015)

Gradient-based controllers for timed continuous Petri nets. - Dimitri Lefebvre; Edouard Leclercq; Fabrice Druaux; Philippe Thomas 001 (Int. J. Syst. Sci., 2015)

Signal processing and Gaussian neural networks for the edge and damage detection in immersed metal plate-like structures. - Yaya Sidibé; Fabrice Druaux; Dimitri Lefebvre; Gérard Maze; Fernand Leon (Artif. Intell. Rev., 2016)

A systematic design of emulators for multivariable non square and nonlinear systems. - Nesrine Bahri; Asma Atig; Ridha Ben Abdennour; Fabrice Druaux; Dimitri Lefebvre (Int. J. Autom. Comput., 2017)

Stability analysis of adaptive control using fuzzy adapting rate neural emulator: Experimental validation on a thermal process. - Fatma Ezzahra Rhili; Asma Atig; Ridha Ben Abdennour; Fabrice Druaux; Dimitri Lefebvre (J. Syst. Control. Eng., 2021)

A multi-objective criterion and stability analysis for neural adaptive control of nonlinear MIMO systems: an experimental validation. - Asma Atig; Fabrice Druaux; Dimitri Lefebvre; Ridha Ben Abdennour (Int. J. Autom. Control., 2022)