Fabrice Druaux

22 papers B 3Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
A multi-objective criterion and stability analysis for neural adaptive control of nonlinear MIMO systems: an experimental validation.
Int. J. Autom. Control.
Asma Atig, Fabrice Druaux, Dimitri Lefebvre, Ridha Ben Abdennour
2021 J jnl
Stability analysis of adaptive control using fuzzy adapting rate neural emulator: Experimental validation on a thermal process.
J. Syst. Control. Eng.
Fatma Ezzahra Rhili, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
2017 J jnl
A systematic design of emulators for multivariable non square and nonlinear systems.
Int. J. Autom. Comput.
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
2016 J jnl
Signal processing and Gaussian neural networks for the edge and damage detection in immersed metal plate-like structures.
Artif. Intell. Rev.
Yaya Sidibé, Fabrice Druaux, Dimitri Lefebvre, Gérard Maze, Fernand Leon
2015 — conf
An adaptive neural controller based on neural emulator for single-input multi-output nonlinear systems.
ECC
Nesrine Bahri, Fabrice Druaux, Asma Atig, Ridha Ben Abdennour, Dimitri Lefebvre
2015 J jnl
Gradient-based controllers for timed continuous Petri nets.
Int. J. Syst. Sci.
Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
2014 — conf
Damage detection based on wavelet transform and artificial intelligence for underwater metallic structures.
ECC
Yaya Sidibé, Dimitri Lefebvre, Fabrice Druaux, Gérard Maze, Fernand Leon
2014 — conf
Multivariable adaptive neural control based on multimodel emulator for nonlinear square MIMO systems.
SSD
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
2013 J jnl
Parameter selection algorithm with self adaptive growing neural network classifier for diagnosis issues.
Int. J. Mach. Learn. Cybern.
Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Fabrice Druaux, Oussama Mustapha
2012 J jnl
Adaptive control design using stability analysis and tracking errors dynamics for nonlinear square MIMO systems.
Eng. Appl. Artif. Intell.
Asma Atig, Fabrice Druaux, Dimitri Lefebvre, Kamel Abderrahim, Ridha Ben Abdennour
2012 J jnl
Multimodel and neural emulators for non-linear systems: application to an indirect adaptive neural control.
Int. J. Model. Identif. Control.
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
2011 J jnl
Self adaptive growing neural network classifier for faults detection and diagnosis.
Neurocomputing
Mustapha Barakat, Fabrice Druaux, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha
2010 J jnl
Indirect neural control for plant-wide systems: Application to the Tennessee Eastman Challenge Process.
Comput. Chem. Eng.
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
2010 B conf
Input - Output Classification Mapping for the fault detection, identification and accommodation.
SMC
Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha, Fabrice Druaux
2009 B conf
Self-organising map for large scale processes monitoring.
ESANN
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre
2009 J jnl
Stable adaptive control with recurrent neural networks for square MIMO non-linear systems.
Eng. Appl. Artif. Intell.
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
2008 J jnl
Robust stability analysis of adaptive control based on recurrent ANN.
Int. J. Model. Identif. Control.
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
2005 J jnl
Autonomous learning algorithm for fully connected recurrent networks.
Neurocomputing
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre, Salem Zerkaoui
2003 B conf
Autonomous learning algorithm for fully connected recurrent networks.
ESANN
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre
2003 — conf
Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach.
ADHS
Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
2000 J jnl
Particles shape analysis and classification using the wavelet transform.
Pattern Recognit. Lett.
H. Drolon, Fabrice Druaux, Alain Faure
1998 J jnl
Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon.
Neural Process. Lett.
Fabrice Druaux, Emmanuel Rogue, Alain Faure