Fabrice Druaux

According to our database, Fabrice Druaux authored at least 22 papers between 1998 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

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

2021

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

2017

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

2016

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

2015

Gradient-based controllers for timed continuous Petri nets.

Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas

Int. J. Syst. Sci., 2015

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

Proceedings of the 14th European Control Conference, 2015

2014

Damage detection based on wavelet transform and artificial intelligence for underwater metallic structures.

Yaya Sidibé, Dimitri Lefebvre, Fabrice Druaux, Gérard Maze, Fernand Leon

Proceedings of the 13th European Control Conference, 2014

Multivariable adaptive neural control based on multimodel emulator for nonlinear square MIMO systems.

Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre

Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013

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

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

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

2011

Self adaptive growing neural network classifier for faults detection and diagnosis.

Mustapha Barakat, Fabrice Druaux, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha

Neurocomputing, 2011

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

Input - Output Classification Mapping for the fault detection, identification and accommodation.

Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha, Fabrice Druaux

Proceedings of the IEEE International Conference on Systems, 2010

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

Self-organising map for large scale processes monitoring.

Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Robust stability analysis of adaptive control based on recurrent ANN.

Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre

Int. J. Model. Identif. Control., 2008

2005

Autonomous learning algorithm for fully connected recurrent networks.

Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre, Salem Zerkaoui

Neurocomputing, 2005

2003

Autonomous learning algorithm for fully connected recurrent networks.

Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach.

Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas

Proceedings of the IFAC Conference on Analysis and Design of Hybrid Systems, 2003

2000

Particles shape analysis and classification using the wavelet transform.

H. Drolon, Fabrice Druaux, Alain Faure

Pattern Recognit. Lett., 2000

1998

Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon.

Fabrice Druaux, Emmanuel Rogue, Alain Faure

Neural Process. Lett., 1998