Fabrice Druaux

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 4

Top Topics

Selection Algorithm

Adaptive Neural

Wavelet Transform

Top Venues

J. Syst. Control. Eng.

Artif. Intell. Rev.

Int. J. Autom. Comput.

Publications

Asma Atig, Fabrice Druaux, Dimitri Lefebvre, Ridha Ben Abdennour
A multi-objective criterion and stability analysis for neural adaptive control of nonlinear MIMO systems: an experimental validation. Int. J. Autom. Control. 16 (3/4) (2022)
Fatma Ezzahra Rhili, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
Stability analysis of adaptive control using fuzzy adapting rate neural emulator: Experimental validation on a thermal process. J. Syst. Control. Eng. 235 (8) (2021)
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
A systematic design of emulators for multivariable non square and nonlinear systems. Int. J. Autom. Comput. 14 (6) (2017)
Yaya Sidibé, Fabrice Druaux, Dimitri Lefebvre, Gerard Maze, Fernand Leon
Signal processing and Gaussian neural networks for the edge and damage detection in immersed metal plate-like structures. Artif. Intell. Rev. 46 (3) (2016)
Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
Gradient-based controllers for timed continuous Petri nets. Int. J. Syst. Sci. 46 (9) (2015)
Nesrine Bahri, Fabrice Druaux, Asma Atig, Ridha Ben Abdennour, Dimitri Lefebvre
An adaptive neural controller based on neural emulator for single-input multi-output nonlinear systems. ECC (2015)
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
Multivariable adaptive neural control based on multimodel emulator for nonlinear square MIMO systems. SSD (2014)
Yaya Sidibé, Dimitri Lefebvre, Fabrice Druaux, Gerard Maze, Fernand Leon
Damage detection based on wavelet transform and artificial intelligence for underwater metallic structures. ECC (2014)
Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Fabrice Druaux, Oussama Mustapha
Parameter selection algorithm with self adaptive growing neural network classifier for diagnosis issues. Int. J. Mach. Learn. Cybern. 4 (3) (2013)
Asma Atig, Fabrice Druaux, Dimitri Lefebvre, Kamel Abderrahim, Ridha Ben Abdennour
Adaptive control design using stability analysis and tracking errors dynamics for nonlinear square MIMO systems. Eng. Appl. Artif. Intell. 25 (7) (2012)
Nesrine Bahri, Asma Atig, Ridha Ben Abdennour, Fabrice Druaux, Dimitri Lefebvre
Multimodel and neural emulators for non-linear systems: application to an indirect adaptive neural control. Int. J. Model. Identif. Control. 17 (4) (2012)
Mustapha Barakat, Fabrice Druaux, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha
Self adaptive growing neural network classifier for faults detection and diagnosis. Neurocomputing 74 (18) (2011)
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
Indirect neural control for plant-wide systems: Application to the Tennessee Eastman Challenge Process. Comput. Chem. Eng. 34 (2) (2010)
Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha, Fabrice Druaux
Input - Output Classification Mapping for the fault detection, identification and accommodation. SMC (2010)
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre
Self-organising map for large scale processes monitoring. ESANN (2009)
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
Stable adaptive control with recurrent neural networks for square MIMO non-linear systems. Eng. Appl. Artif. Intell. 22 (4-5) (2009)
Salem Zerkaoui, Fabrice Druaux, Edouard Leclercq, Dimitri Lefebvre
Robust stability analysis of adaptive control based on recurrent ANN. Int. J. Model. Identif. Control. 5 (1) (2008)
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre, Salem Zerkaoui
Autonomous learning algorithm for fully connected recurrent networks. Neurocomputing 63 (2005)
Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre
Autonomous learning algorithm for fully connected recurrent networks. ESANN (2003)
Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach. ADHS (2003)
H. Drolon, Fabrice Druaux, Alain Faure
Particles shape analysis and classification using the wavelet transform. Pattern Recognit. Lett. 21 (6-7) (2000)
Fabrice Druaux, Emmanuel Rogue, Alain Faure
Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon. Neural Process. Lett. 7 (3) (1998)