Mohamed Chtourou

According to our database, Mohamed Chtourou authored at least 83 papers between 1996 and 2023.

Collaborative distances:

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

2023

Improved Detection and Tracking of Objects Based on a Modified Deep Learning Model (YOLOv5).

Nadia Ibrahim Nife, Mohamed Chtourou

Int. J. Interact. Mob. Technol., November, 2023

2022

Video Objects Detection Using Deep Convolutional Neural Networks.

Nadia Ibrahim Nife, Mohamed Chtourou

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021

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

Safa Ziadi, Mohamed Njah, Mohamed Chtourou

Int. J. Autom. Control., 2021

An Improved Method for Stochastic Nonlinear System's Identification Using Fuzzy-Type Output-Error Autoregressive Hammerstein-Wiener Model Based on Gradient Algorithm, Multi-Innovation, and Data Filtering Techniques.

Donia Ben Halima Abid, Saif Eddine Abouda, Hanène Medhaffar, Mohamed Chtourou

Complex., 2021

Comparative Study on Deep Learning Methods for Apple Ripeness Estimation on Tree.

Raja Hamza, Mohamed Chtourou

Proceedings of the Intelligent Systems Design and Applications, 2021

2020

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

Raja Hamza, Mohamed Chtourou

IET Image Process., 2020

Facial Expressions Recognition through Convolutional Neural Network and Extreme Learning Machine.

Imen Jammoussi, Mounir Ben Nasr, Mohamed Chtourou

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

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

Donia Ben Halima Abid, Mohamed Chtourou

Int. J. Comput. Appl. Technol., 2019

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

Imen Zaidi, Mohamed Chtourou, Mohamed Djemel

Int. J. Autom. Comput., 2019

Decomposition Based Fuzzy Model Predictive Control Approaches for Interconnected Nonlinear Systems.

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel

Int. J. Autom. Comput., 2019

2018

A New PID Neural Network Controller Design for Nonlinear Processes.

Ali Zribi, Mohamed Chtourou, Mohamed Djemel

J. Circuits Syst. Comput., 2018

Apple Ripeness Estimation Using Artificial Neural Network.

Raja Hamza, Mohamed Chtourou

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

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

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar

Int. J. Intell. Syst. Technol. Appl., 2017

Two fuzzy internal model control methods for nonlinear uncertain systems.

Amira Aydi, Mohamed Djemel, Mohamed Chtourou

Int. J. Intell. Comput. Cybern., 2017

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

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar

Int. J. Appl. Pattern Recognit., 2017

2016

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

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen

Multim. Tools Appl., 2016

Saliency-based robust Features for Global Visual servoing.

Hajer Abidi, Mohamed Chtourou, Khaled Kaaniche, Hassen Mekki

Int. J. Robotics Autom., 2016

Image-based visual servoing dealing with constraints.

Laroussi Hammouda, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou

Proceedings of the International Image Processing, Applications and Systems, 2016

Sliding mode backpropagation training algorithm for robust neural control of discrete time uncertain nonlinear systems.

Imen Zaidi, Mohamed Chtourou, Mohamed Djemel

Proceedings of the 5th International Conference on Systems and Control, 2016

PSO optimization of mobile robot trajectories in unknown environments.

Safa Ziadi, Mohamed Njah, Mohamed Chtourou

Proceedings of the 13th International Multi-Conference on Systems, Signals & Devices, 2016

Model based predictive control for linear interconnected systems.

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel

Proceedings of the 13th International Multi-Conference on Systems, Signals & Devices, 2016

2015

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

Ameni Ellouze, François Delmotte, Jimmy Lauber, Mohamed Chtourou, Mohamed Ksantini

Int. J. Intell. Comput. Cybern., 2015

Robust visual servoing using global features based on random process.

Laroussi Hammouda, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou

Int. J. Comput. Vis. Robotics, 2015

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

Safa Ziadi, Mohamed Njah, Mohamed Chtourou

Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

Impulse fuzzy model based predictive control for nonlinear systems.

Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel

Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

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

Amira Aydi, Mohamed Djemel, Mohamed Chtourou

Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014

New stabilization conditions for continuous fuzzy models using their discretized forms.

Ameni Ellouze, Mohamed Ksantini, Jimmy Lauber, François Delmotte, Mohamed Chtourou

Int. J. Intell. Comput. Cybern., 2014

Statistical and incremental methods for neural models selection.

Slim Abid, Mohamed Chtourou, Mohamed Djemel

Int. J. Artif. Intell. Soft Comput., 2014

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

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen

IET Comput. Vis., 2014

Nonquadratic Lyapunov function for continuous TS fuzzy models through their discretization.

Ameni Ellouze, François Delmotte, Jimmy Lauber, Mohamed Chtourou, Mohamed Ksontini

Fuzzy Sets Syst., 2014

Neural network control of nonlinear dynamic systems using hybrid algorithm.

Mounir Ben Nasr, Mohamed Chtourou

Appl. Soft Comput., 2014

Multi-Network Neural Model for nonlinear systems modeling.

Amina Turki, Mohamed Chtourou

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

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

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen

Proceedings of the International Image Processing, 2014

2013

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

Akram Eddahech, Sofien Chtourou, Mohamed Chtourou

J. Syst. Archit., 2013

A new method for fuzzy rule base reduction.

Hatem Bellaaj, Raouf Ketata, Mohamed Chtourou

J. Intell. Fuzzy Syst., 2013

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

Mohamed Zine El Abidine Skhiri, Mohamed Chtourou

Int. J. Wavelets Multiresolution Inf. Process., 2013

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

Mondher Frikha, Sabeur Masmoudi, Ahmed Ben Hamida, Mohamed Chtourou

Int. J. Speech Technol., 2013

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

Rania Loukil, Mohamed Chtourou, Tarak Damak

Int. J. Autom. Control., 2013

A Robust Design for Image-based Visual Servoing.

Hajer Abidi, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou

Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

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

Hayet Boughrara, Liming Chen, Chokri Ben Amar, Mohamed Chtourou

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

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

Ameni Ellouze, Mohamed Chtourou, Mohamed Ksontini, François Delmotte, Jimmy Lauber, Michel Dambrine

Proceedings of the FUZZ-IEEE 2013, 2013

Wavelet neural networks generalization improvement.

Mohamed Zine El Abidine Skhiri, Mohamed Chtourou

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

Improving mobile robot robustness in visual servoing application.

Laroussi Hammouda, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

Pruning approaches for selection of neural networks structure.

Slim Abid, Mohamed Chtourou, Mohamed Djemel

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2012

Training recurrent neural networks using a hybrid algorithm.

Mounir Ben Nasr, Mohamed Chtourou

Neural Comput. Appl., 2012

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

Ali Zribi, Mohamed Chtourou, Mohamed Djemel

Int. J. Model. Identif. Control., 2012

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

Hafedh Abid, Mohamed Chtourou, Ahmed Toumi

Int. J. Model. Identif. Control., 2012

MLP neural network based face recognition system using constructive training algorithm.

Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

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

Ines Hadj Mtir, Khaled Kaaniche, Pascal Vasseur, Mohamed Chtourou

Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Rome, Italy, 28, 2012

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

Laroussi Hammouda, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou

Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Rome, Italy, 28, 2012

Aerial sequence registration for vehicle detection.

Ines Hadj Mtir, Khaled Kaaniche, Mohamed Chtourou, Pascal Vasseur

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

Variable structure neural networks for online identification of continuous-time dynamical systems using evolutionary artificial potential fields.

Hassen Mekki, Mohamed Chtourou

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

Training a neural observer using a hybrid approach.

Rania Loukil, Mohamed Chtourou, Tarak Damak

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

An overview of the robust approaches applied for 2D visual servoing.

Hajer Abidi, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011

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

Sabeur Masmoudi, Mondher Frikha, Mohamed Chtourou, Ahmed Ben Hamida

Int. J. Speech Technol., 2011

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

Mounir Ben Nasr, Mohamed Chtourou

Appl. Soft Comput., 2011

2010

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

L. Tounsi Rekik, Mohamed Chtourou

J. Circuits Syst. Comput., 2010

Optimised fuzzy logic controller for a mobile robot navigation.

Mohamed Jallouli, Chokri Rekik, Mohamed Chtourou, Nabil Derbel

Int. J. Model. Identif. Control., 2010

An evolutionary neuro-fuzzy approach to breast cancer diagnosis.

Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou

Proceedings of the IEEE International Conference on Systems, 2010

2009

A fuzzy neighborhood-based training algorithm for feedforward neural networks.

Mounir Ben Nasr, Mohamed Chtourou

Neural Comput. Appl., 2009

A Memetic Evolutionary Approach to Radial Basis Function Networks.

Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou

Proceedings of the EMS 2009, 2009

2008

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

Sofien Chtourou, Mohamed Chtourou, Omar Hammami

Neural Comput. Appl., 2008

Multilayer perceptron training using an evolutionary algorithm.

Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou

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

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

Hafedh Abid, Mohamed Chtourou, Ahmed Toumi

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

Robust Fuzzy Sliding Mode Controller for Discrete Nonlinear Systems.

Hafedh Abid, Mohamed Chtourou, Ahmed Toumi

Int. J. Comput. Commun. Control, 2008

Stabilization of unknown nonlinear systems using neural networks.

Fathi Fourati, Mohamed Chtourou, Mohamed Kamoun

Appl. Soft Comput., 2008

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

Talel Korkobi, Mohamed Djemel, Mohamed Chtourou

Proceedings of the ICINCO 2008, 2008

2007

A greenhouse control with feed-forward and recurrent neural networks.

Fathi Fourati, Mohamed Chtourou

Simul. Model. Pract. Theory, 2007

A robust adaptive control using neural network.

Hassen Mekki, Mohamed Chtourou, Nabil Derbel

Int. J. Model. Identif. Control., 2007

Improved constructive learning algorithms for fuzzy inference system identification.

Sonia Alimi, Mohamed Chtourou

Int. J. Model. Identif. Control., 2007

On the Adaptive Fuzzy stabilization of unknown nonlinear Systems.

Donia Ben Halima Abid, Mohamed Chtourou

Control. Intell. Syst., 2007

2006

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

Hassen Mekki, Mohamed Chtourou, Nabil Derbel

Simul. Model. Pract. Theory, 2006

A Hybrid Training Algorithm for Feedforward Neural Networks.

Mounir Ben Nasr, Mohamed Chtourou

Neural Process. Lett., 2006

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

Sofien Chtourou, Omar Hammami, Mohamed Chtourou

Proceedings of the International Joint Conference on Neural Networks, 2006

Neural Network Based Memory Access Prediction Support for SoC Dynamic Reconfiguration.

Sofien Chtourou, Mohamed Chtourou, Omar Hammami

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

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

Hassen Mekki, Mohamed Chtourou, Nabil Derbel

Control. Intell. Syst., 2005

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

Mohamed Krid, Dorra Sellami Masmoudi, Mohamed Chtourou

Proceedings of the 12th IEEE International Conference on Electronics, 2005

1999

A feedforward neural network behaving as a hierarchical system of automata.

Mohamed Chtourou

Int. J. Syst. Sci., 1999

1998

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

Nabil Derbel, Mohamed Chtourou, Ahmed Masmoudi

Int. J. Syst. Sci., 1998

1997

A learning-automaton-based method for fuzzy inference system identification.

Mohamed Chtourou, Maher Ben Jemaa, Raouf Ketata

Int. J. Syst. Sci., 1997

1996

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

Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou

Int. J. Syst. Sci., 1996

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

Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou

Int. J. Syst. Sci., 1996

Control of a loaded induction machine using a feedforward neural network.

Mohamed Chtourou, Nabil Derbel, Mohamed Ben Ali Kamoun

Int. J. Syst. Sci., 1996