Mohamed Chtourou

发表

Model based predictive control for linear interconnected systems

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel, 2016, 2016 13th International Multi-Conference on Systems, Signals & Devices (SSD).

Training recurrent neural networks using a hybrid algorithm

Mohamed Chtourou, Mounir Ben Nasr, 2010, Neural Computing and Applications.

Fuzzy predictive control of nonlinear systems

Mohamed Chtourou, Mohamed Djemel, Widien Dhouib, 2011, Eighth International Multi-Conference on Systems, Signals & Devices.

Design of fuzzy inference system for apple ripeness estimation using gradient method

Mohamed Chtourou, Raja Hamza, 2020, IET Image Process..

Advanced classification approach for neuronal phoneme recognition system based on efficient constructive training algorithm

Mohamed Chtourou, Mondher Frikha, Ahmed Ben Hamida, 2013, Int. J. Speech Technol..

Hardware implementation of BFNN and RBFNN in FPGA technology: Quantization issues

Dorra Sellami Masmoudi, Mohamed Chtourou, Mohamed Krid, 2005, 2005 12th IEEE International Conference on Electronics, Circuits and Systems.

Indirect adaptive fuzzy control of non-linear systems using fuzzy supervisory term

Mohamed Chtourou, Donia Ben Halima Abid, 2019 .

Real-Time Visual Servoing Based on New Global Visual Features

Mohamed Chtourou, Hassen Mekki, Laroussi Hammouda, 2014 .

Facial expression recognition based on a mlp neural network using constructive training algorithm

Chokri Ben Amar, Mohamed Chtourou, Liming Chen, 2014, Multimedia Tools and Applications.

Classic Training of a Neural Observer for Estimation Purposes

Mohamed Chtourou, Tarak Damak, Rania Loukil, 2015 .

Optimised fuzzy logic controller for a mobile robot navigation

Nabil Derbel, Chokri Rekik, Mohamed Jallouli, 2010, Int. J. Model. Identif. Control..

A greenhouse control with feed-forward and recurrent neural networks

Fathi Fourati, Mohamed Chtourou, M. Chtourou, 2007, Simul. Model. Pract. Theory.

Reduced order model based neural network control of a squirrel cage induction motor drive

Nabil Derbel, Mohamed Chtourou, Ahmed Masmoudi, 1998, Int. J. Syst. Sci..

A Pruning Algorithm Based on Relevancy Index of Hidden Neurons Outputs

Mohamed Chtourou, Mohamed Djemel, Slim Abid, 2016 .

Fuzzy predictive control based on Takagi-Sugeno model for nonlinear systems

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel, 2010, 2010 7th International Multi- Conference on Systems, Signals and Devices.

On the performances of neuronal classifiers for pattern recognition

Mohamed Chtourou, Hayet Boughrara, 2009, 2009 6th International Multi-Conference on Systems, Signals and Devices.

Variable structure neural networks for adaptive control of nonlinear systems using the stochastic approximation

Nabil Derbel, Hassen Mekki, Mohamed Chtourou, 2006, Simul. Model. Pract. Theory.

PSO-CF2 Multi-Objective Mobile Robot Path Planning with PSO-PID end Position Regulation

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2019 .

False Positive Outliers Rejection for Improving Image Registration Accuracy - Application to Road Traffic Aerial Sequences

Pascal Vasseur, Mohamed Chtourou, Khaled Kaaniche, 2012, ICINCO.

Fault diagnosis and isolation of a complex system using a neural network observer

Mohamed Chtourou, Tarak Damak, Rania Loukil, 2013, Int. J. Autom. Control..

Improving mobile robot robustness in visual servoing application

Hassen Mekki, Mohamed Chtourou, Laroussi Hammouda, 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

Adjusting Membership Functions and Generating TSK Fuzzy Systems from Numerical Data: Application to a Medical Case

Mohamed Chtourou, Hatem Bellaaj, Raouf Ketata, 2007 .

MLP neural network using constructive training algorithm: application to face recognition and facial expression recognition

Chokri Ben Amar, Mohamed Chtourou, Hayet Boughrara, 2017 .

PSO optimization of mobile robot trajectories in unknown environments

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2016, 2016 13th International Multi-Conference on Systems, Signals & Devices (SSD).

Robust Neural Control of Discrete Time Uncertain Nonlinear Systems Using Sliding Mode Backpropagation Training Algorithm

Mohamed Chtourou, Mohamed Djemel, Imen Zaidi, 2019, Int. J. Autom. Comput..

Incremental and stable training algorithm for wind turbine neural modeling

Mohamed Chtourou, Mohamed Djemel, Slim Abid, 2013 .

Face recognition based on perceived facial images and multilayer perceptron neural network using constructive training algorithm

Chokri Ben Amar, Liming Chen, Mohamed Chtourou, 2014, IET Comput. Vis..

Robust visual servoing using global features based on random process

Hassen Mekki, Mohamed Chtourou, Laroussi Hammouda, 2015, Int. J. Comput. Vis. Robotics.

Global Visual Features based on Random Process - Application to Visual Servoing

Hassen Mekki, Mohamed Chtourou, Laroussi Hammouda, 2012, ICINCO.

A Hybrid Training Algorithm for Feedforward Neural Networks

Mohamed Chtourou, Mounir Ben Nasr, M. Chtourou, 2006, Neural Processing Letters.

Facial Expression Recognition Based on Perceived Facial Images and Local Feature Matching

Chokri Ben Amar, Liming Chen, Mohamed Chtourou, 2013, ICIAP.

Multi-Network Neural Model for nonlinear systems modeling

Mohamed Chtourou, Amina Turki, 2014, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE).

An indirect adaptive fuzzy sliding mode controller for a class of SISO non-linear systems

Mohamed Chtourou, Ahmed Toumi, Hafedh Abid, 2008, Int. J. Model. Identif. Control..

Nonquadratic Lyapunov function for continuous TS fuzzy models through their discretization

Mohamed Chtourou, François Delmotte, Jimmy Lauber, 2014, Fuzzy Sets Syst..

Improving mobile robot robustness in visual servoing application

Hassen Mekki, Mohamed Chtourou, Laroussi Hammouda, 2013, SSD.

On the definition of non quadratic Lyapunov function for continuous Takagi Sugeno fuzzy models through their discretized forms

Mohamed Chtourou, François Delmotte, Michel Dambrine, 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Image-based visual servoing dealing with constraints

Hassen Mekki, Mohamed Chtourou, Laroussi Hammouda, 2016, 2016 International Image Processing, Applications and Systems (IPAS).

Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization

Kaddour Najim, Alexander S. Poznyak, Mohamed Chtourou, 1996, Int. J. Syst. Sci..

Decay rate performance approach for stabilization continuous fuzzy models using their discretized forms

Mohamed Chtourou, François Delmotte, Jimmy Lauber, 2015, Int. J. Intell. Comput. Cybern..

A feedforward neural network behaving as a hierarchical system of automata

Mohamed Chtourou, 1999, Int. J. Syst. Sci..

Neural network control of nonlinear dynamic systems using hybrid algorithm

Mohamed Chtourou, Mounir Ben Nasr, M. Chtourou, 2014, Appl. Soft Comput..

Two fuzzy internal model control methods for nonlinear uncertain systems

Mohamed Chtourou, Mohamed Djemel, Amira Aydi, 2017, Int. J. Intell. Comput. Cybern..

Generalization Improvement of Wavelet Neural Networks Using Regularization Techniques

Nabil Derbel, Faouzi Derbel, Mohamed Chtourou, 2017 .

Neural Control Strategies for Variable Speed Wind Turbine

Mohamed Chtourou, Mohamed Djemel, Cherifa Brahmi, 2013 .

Actuator Fault Detection and Fault Tolerant Control of a Nonlinear System Using Sliding Mode Observer

Mohamed Chtourou, Tarak Damak, Rania Loukil, 2016 .

Indirect Adaptive Control for Discrete-Time Nonlinear Systems based on T-S Fuzzy Model

Mohamed Chtourou, Khouloud Elloumi, Mohamed Jemel, 2016 .

Synthesis of Nonlinear Observers for Actuator Fault Detection and Isolation

Mohamed Chtourou, Tarak Damak, Rania Loukil, 2012 .

Improved constructive learning algorithms for fuzzy inference system identification

Mohamed Chtourou, Sonia Alimi, M. Chtourou, 2007, Int. J. Model. Identif. Control..

Isolated word recognition system using MLP neural network constructive training algorithm

Mohamed Chtourou, Ahmed Ben Hamida, Sabeur Masmoudi, 2009, 2009 6th International Multi-Conference on Systems, Signals and Devices.

A Robust Design for Image-based Visual Servoing

Hassen Mekki, Mohamed Chtourou, Khaled Kaaniche, 2013, ICINCO.

JPEG-2000 Workload Prediction for Adaptive System on Chip Entropy Coders Architecture

Mohamed Chtourou, Omar Hammami, Sofien Chtourou, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Robust pole assignment for the control of uncertain nonlinear discrete-time systems

Mohamed Chtourou, Mohamed Djemel, Amira Aydi, 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

Multilayer perceptron training using an evolutionary algorithm

Mohamed Chtourou, Mohamed Njah, Ridha El Hamdi, 2008, Int. J. Model. Identif. Control..

A hybrid approach for training recurrent neural networks: application to multi-step-ahead prediction of noisy and large data sets

Mohamed Chtourou, Omar Hammami, Sofien Chtourou, 2007, Neural Computing and Applications.

Saliency-based robust Features for Global Visual servoing

Hassen Mekki, Mohamed Chtourou, Khaled Kaaniche, 2016, Int. J. Robotics Autom..

Stability Analysis of Neural Networks-Based System Identification

Mohamed Chtourou, Mohamed Djemel, Talel Korkobi, 2008 .

Object-based Video compression using neural networks

Maher Ben Jemaa, Mohamed Chtourou, Soumaya Ghorbel, 2011 .

New stabilization conditions for continuous fuzzy models using their discretized forms

Mohamed Chtourou, François Delmotte, Jimmy Lauber, 2014, Int. J. Intell. Comput. Cybern..

Stochastic Approximation Based Adaptive Neural Control for a Class of Nonlinear Systems

Nabil Derbel, Hassen Mekki, Mohamed Chtourou, 2005, Control. Intell. Syst..

A New PID Neural Network Controller Design for Nonlinear Processes

Mohamed Chtourou, Mohamed Djemel, Ali Zribi, 2018, J. Circuits Syst. Comput..

Efficient MLP constructive training algorithm using a neuron recruiting approach for isolated word recognition system

Mohamed Chtourou, Mondher Frikha, Ahmed Ben Hamida, 2011, Int. J. Speech Technol..

Pruning approaches for selection of neural networks structure

Mohamed Chtourou, Mohamed Djemel, Slim Abid, 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

PSO-CF2: A new method for the path planning of a mobile robot

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

Control of a loaded induction machine using a feedforward neural network

Nabil Derbel, Mohamed Chtourou, Mohamed Ben Ali Kamoun, 1996, Int. J. Syst. Sci..

PSO-DVSF2: A new method for the path planning of mobile robots

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2015, 2015 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

Impulse fuzzy model based predictive control for nonlinear systems

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel, 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

A self-organizing map-based initialization for hybrid training of feedforward neural networks

Mohamed Chtourou, Mounir Ben Nasr, 2011, Appl. Soft Comput..

Pseudo-Entropy Based Pruning Algorithm for Feed forward Neural Networks

Mohamed Chtourou, Mohamed Djemel, Slim Abid, 2013 .

Robust sliding mode control for nonlinear uncertain discrete-time systems

Mohamed Chtourou, Mohamed Djemel, Amira Aydi, 2016, 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

Decomposition Based Fuzzy Model Predictive Control Approaches for Interconnected Nonlinear Systems

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel, 2019, Int. J. Autom. Comput..

Nonlinear System Identification using Discrete-time Neural Networks with Stable Learning Algorithm

Mohamed Chtourou, Mohamed Djemel, Talel Korkobi, 2008, ICINCO-ICSO.

A modified version of the multi-network neural model for an accurate nonlinear system modeling

Mohamed Chtourou, Amina Turki, 2015, 2015 7th International Conference on Modelling, Identification and Control (ICMIC).

Stabilization of unknown nonlinear systems using neural networks

Mohamed Kamoun, Fathi Fourati, Mohamed Chtourou, 2008, Appl. Soft Comput..

Stability Analysis of Fuzzy Identification for Nonlinear Discrete Systems - Part I: Theoretical Study

Mohamed Chtourou, Sonia Alimi, M. Chtourou, 2009, 2009 Second International Conference on Developments in eSystems Engineering.

Hierarchical neural networks based prediction and control of dynamic reconfiguration for multilevel embedded systems

Mohamed Chtourou, Akram Eddahech, Sofien Chtourou, 2013, J. Syst. Archit..

An evolutionary neuro-fuzzy approach to breast cancer diagnosis

Mohamed Chtourou, Mohamed Njah, Ridha El Hamdi, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

A fuzzy neighborhood-based training algorithm for feedforward neural networks

Mohamed Chtourou, Mounir Ben Nasr, 2007, Neural Computing and Applications.

Fuzzy Supervised Nonlinear PID Control of a Class of Unknown Nonlinear Systems

Mohamed Chtourou, L. Tounsi Rekik, M. Chtourou, 2010, J. Circuits Syst. Comput..

Neural Network Based Memory Access Prediction Support for SoC Dynamic Reconfiguration

Mohamed Chtourou, Omar Hammami, Sofien Chtourou, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Direct fuzzy adaptive control based on sliding surface for a class of SISO non-linear systems

Mohamed Chtourou, Ahmed Toumi, Hafedh Abid, 2012, Int. J. Model. Identif. Control..

Apple Ripeness Estimation Using Artificial Neural Network

Mohamed Chtourou, Raja Hamza, M. Chtourou, 2018, 2018 International Conference on High Performance Computing & Simulation (HPCS).

Constructive Approaches for Training of Wavelet Neural Networks using Adaptive Learning rate

Mohamed Chtourou, Mohamed Zine el Abidine Skhiri, 2013, Int. J. Wavelets Multiresolution Inf. Process..

On the Adaptive Fuzzy stabilization of unknown nonlinear Systems

Mohamed Chtourou, Donia Ben Halima Abid, M. Chtourou, 2007, Control. Intell. Syst..

Wavelet neural networks generalization improvement

Mohamed Chtourou, Mohamed Zine El Abidine Skhiri, 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

A new method for fuzzy rule base reduction

Mohamed Chtourou, Hatem Bellaaj, Raouf Ketata, 2013, J. Intell. Fuzzy Syst..

Learning automata with continuous inputs and their application for multimodal functions optimization

Kaddour Najim, Alexander S. Poznyak, Mohamed Chtourou, 1996, Int. J. Syst. Sci..

A constructive based hybrid training algorithm for feedforward neural networks

Mohamed Chtourou, Mounir Ben Nasr, 2009, 2009 6th International Multi-Conference on Systems, Signals and Devices.

Robust Fuzzy Sliding Mode Controller for Discrete Nonlinear Systems

Mohamed Chtourou, Ahmed Toumi, Hafedh Abid, 2008, Int. J. Comput. Commun. Control.

MLP neural network using constructive training algorithm: application to face recognition and facial expression recognition

Chokri Ben Amar, Mohamed Chtourou, Hayet Boughrara, 2017, Int. J. Intell. Syst. Technol. Appl..

A Memetic Evolutionary Approach to Radial Basis Function Networks

Mohamed Chtourou, Mohamed Njah, Ridha El Hamdi, 2009, 2009 Third UKSim European Symposium on Computer Modeling and Simulation.

Statistical and incremental methods for neural models selection

Mohamed Chtourou, Mohamed Djemel, Slim Abid, 2014, Int. J. Artif. Intell. Soft Comput..

Neural approaches for modelling nonlinear systems

Mohamed Chtourou, Mohamed Djemel, Amina Turki, 2010, 2010 7th International Multi- Conference on Systems, Signals and Devices.

Multiple models reduction approach using gap metric for control of uncertain systems

Mohamed Chtourou, Mohamed Djemel, Ali Zribi, 2012, Int. J. Model. Identif. Control..

Convergence of hybrid algorithm with adaptive learning parameter for multilayer neural network

Mohamed Chtourou, Mounir Ben Nasr, Fadwa Damak, 2013, 2013 World Congress on Computer and Information Technology (WCCIT).

On the Fuzzy Model Predictive Control of Interconnected Nonlinear Systems

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel, 2017 .

On the training of recurrent neural networks

Mohamed Chtourou, Mounir Ben Nasr, M. Chtourou, 2011, Eighth International Multi-Conference on Systems, Signals & Devices.

Models’ Bank Selection of Nonlinear Systems by Integrating Gap Metric, Margin Stability, and MOPSO Algorithm

Mohamed Chtourou, Mohamed Djemel, Ali Zribi, 2019 .

An Adaptive Neural Network Controller Based on PSO and Gradient Descent Method for PMSM Speed Drive

Mohamed Chtourou, Zribi Ali, Zaineb Frijet, 2018 .

Indirect adaptive fuzzy control of non-linear systems using fuzzy supervisory term

Mohamed Chtourou, Donia Ben Halima Abid, 2019, Int. J. Comput. Appl. Technol..

Simultaneous face and facial expression recognition using a MLP neural network based on constructive training algorithm

Chokri Ben Amar, Mohamed Chtourou, Hayet Boughrara, 2017, Int. J. Appl. Pattern Recognit..

Comparative study NN, PI and adaptive PI controllers for the control a synchronous motor with permanent magnets

Mohamed Chtourou, Ali Zribi, Zaineb Frijet, 2016, 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

A robust adaptive control using neural network

Nabil Derbel, Hassen Mekki, Mohamed Chtourou, 2007, Int. J. Model. Identif. Control..

MLP neural network using modified constructive training algorithm: Application to face recognition

Liming Chen, Mohamed Chtourou, Hayet Boughrara, 2014, International Image Processing, Applications and Systems Conference.

Autonomous PSO-DVSF2: an optimised force field mobile robot motion planning approach for unknown dynamic environments

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2021 .

Autonomous PSO-DVSF2: an optimised force field mobile robot motion planning approach for unknown dynamic environments

Mohamed Chtourou, Mohamed Njah, Safa Ziadi, 2021, Int. J. Autom. Control..

On the fuzzy modeling of uncertain nonlinear systems

Mohamed Chtourou, Mohamed Djemel, Amira Aydi, 2014, 2014 15th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

A Systematic Determination Approach of Model's Base Using Gap Metric for Nonlinear Systems

Mohamed Chtourou, Ali Zribi, Mohamed Djemal, 2016 .

Variable Structure Neural Networks for Adaptive Robust Control Using Evolutionary Artificial Potential Fields

Hassen Mekki, Mohamed Chtourou, M. Chtourou, 2013 .

Use of recursive stochastic algorithm for neural networks synthesis

Alexander S. Poznyak, K. Najim, Mohamed Chtourou, 1993 .

Neural networks synthesis based on stochastic approximation algorithm

K. Najim, Mohamed Chtourou, K. Najim, 1994 .

An indirect model reference robust fuzzy adaptive control for a class of SISO nonlinear systems

Mohamed Chtourou, Ahmed Toumi, Hafedh Abid, 2009 .

Robust fuzzy PID controller for discrete-time uncertain nonlinear systems

Mohamed Chtourou, Mohamed Djemel, Imen Zaidi, 2009, 2009 6th International Multi-Conference on Systems, Signals and Devices.

Visual servoing based on efficient histogram information

Hassen Mekki, Mohamed Chtourou, Khaled Kaaniche, 2017 .

Fuzzy Indirect Adaptive Control Scheme for Nonlinear Systems Based on Lyapunov Approach and Sliding Mode

Mohamed Chtourou, Ahmed Toumi, Hafedh Abid, 2007 .