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Journal Articles
- 2022
[j15]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): 433-458 (2022)- 2021
- [j14]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) - 2017
- [j13]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): 742-754 (2017) - 2016
- [j12]Yaya Sidibé, Fabrice Druaux, Dimitri Lefebvre, Gérard 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): 289-305 (2016) - 2015
- [j11]Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas:
Gradient-based controllers for timed continuous Petri nets. Int. J. Syst. Sci. 46(9): 1661-1678 (2015) - 2013
- [j10]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): 217-233 (2013) - 2012
- [j9]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): 1450-1459 (2012) - [j8]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): 348-359 (2012) - 2011
- [j7]Mustapha Barakat, Fabrice Druaux, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha:
Self adaptive growing neural network classifier for faults detection and diagnosis. Neurocomputing 74(18): 3865-3876 (2011) - 2010
- [j6]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): 232-243 (2010) - 2009
- [j5]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): 702-717 (2009) - 2008
- [j4]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): 14-26 (2008) - 2005
- [j3]Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre, Salem Zerkaoui:
Autonomous learning algorithm for fully connected recurrent networks. Neurocomputing 63: 25-44 (2005) - 2000
- [j2]H. Drolon, Fabrice Druaux, Alain Faure:
Particles shape analysis and classification using the wavelet transform. Pattern Recognit. Lett. 21(6-7): 473-482 (2000) - 1998
- [j1]Fabrice Druaux, Emmanuel Rogue, Alain Faure:
Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon. Neural Process. Lett. 7(3): 161-167 (1998)
Conference and Workshop Papers
- 2015
- [c7]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: 368-373 - 2014
- [c6]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: 1-6 - [c5]Yaya Sidibé, Dimitri Lefebvre, Fabrice Druaux, Gérard Maze, Fernand Leon:
Damage detection based on wavelet transform and artificial intelligence for underwater metallic structures. ECC 2014: 2992-2997 - 2010
- [c4]Mustapha Barakat, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha, Fabrice Druaux:
Input - Output Classification Mapping for the fault detection, identification and accommodation. SMC 2010: 403-410 - 2009
- [c3]Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre:
Self-organising map for large scale processes monitoring. ESANN 2009 - 2003
- [c2]Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas:
Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach. ADHS 2003: 193-198 - [c1]Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre:
Autonomous learning algorithm for fully connected recurrent networks. ESANN 2003: 379-384
Coauthor Index
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