Mohamed Chtourou

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 23

Top Topics

Nonlinear Systems

Predictive Control

Expression Recognition

Top Venues

Int. J. Intell. Comput. Cybern.

Int. J. Autom. Comput.

Publications

Shaimaa Shukri Abd. Alhalim, Wissem Bahloul, Mohamed Chtourou, Nabil Derbel
A Comprehensive Study of Artificial Neural Networks in Power System Stability. SSD (2024)
Nadia Ibrahim Nife, Mohamed Chtourou
Improved Detection and Tracking of Objects Based on a Modified Deep Learning Model (YOLOv5). Int. J. Interact. Mob. Technol. 17 (21) (2023)
Nadia Ibrahim Nife, Mohamed Chtourou
A Comprehensive Study of Deep Learning and Performance Comparison of Deep Neural Network Models (YOLO, RetinaNet). Int. J. Online Biomed. Eng. 19 (12) (2023)
Nadia Ibrahim Nife, Mohamed Chtourou
Video Objects Detection Using Deep Convolutional Neural Networks. ATSIP (2022)
Safa Ziadi, Mohamed Njah, Mohamed Chtourou
: an optimised force field mobile robot motion planning approach for unknown dynamic environments. Int. J. Autom. Control. 15 (3) (2021)
Donia Ben Halima Abid, Saif Eddine Abouda, Hanène Medhaffar, Mohamed Chtourou
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. Complex. 2021 (2021)
Raja Hamza, Mohamed Chtourou
Comparative Study on Deep Learning Methods for Apple Ripeness Estimation on Tree. ISDA (2021)
Imen Jammoussi, Mounir Ben Nasr, Mohamed Chtourou
Facial Expressions Recognition through Convolutional Neural Network and Extreme Learning Machine. SSD (2020)
Raja Hamza, Mohamed Chtourou
Design of fuzzy inference system for apple ripeness estimation using gradient method. IET Image Process. 14 (3) (2020)
Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel
Decomposition Based Fuzzy Model Predictive Control Approaches for Interconnected Nonlinear Systems. Int. J. Autom. Comput. 16 (3) (2019)
Donia Ben Halima Abid, Mohamed Chtourou
Indirect adaptive fuzzy control of non-linear systems using fuzzy supervisory term. Int. J. Comput. Appl. Technol. 59 (2) (2019)
Imen Zaidi, Mohamed Chtourou, Mohamed Djemel
Robust Neural Control of Discrete Time Uncertain Nonlinear Systems Using Sliding Mode Backpropagation Training Algorithm. Int. J. Autom. Comput. 16 (2) (2019)
Raja Hamza, Mohamed Chtourou
Apple Ripeness Estimation Using Artificial Neural Network. HPCS (2018)
Ali Zribi, Mohamed Chtourou, Mohamed Djemel
A New PID Neural Network Controller Design for Nonlinear Processes. J. Circuits Syst. Comput. 27 (4) (2018)
Amira Aydi, Mohamed Djemel, Mohamed Chtourou
Two fuzzy internal model control methods for nonlinear uncertain systems. Int. J. Intell. Comput. Cybern. 10 (2) (2017)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar
Simultaneous face and facial expression recognition using a MLP neural network based on constructive training algorithm. Int. J. Appl. Pattern Recognit. 4 (2) (2017)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar
MLP neural network using constructive training algorithm: application to face recognition and facial expression recognition. Int. J. Intell. Syst. Technol. Appl. 16 (1) (2017)
Safa Ziadi, Mohamed Njah, Mohamed Chtourou
PSO optimization of mobile robot trajectories in unknown environments. SSD (2016)
Imen Zaidi, Mohamed Chtourou, Mohamed Djemel
Sliding mode backpropagation training algorithm for robust neural control of discrete time uncertain nonlinear systems. ICSC (2016)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen
Facial expression recognition based on a mlp neural network using constructive training algorithm. Multim. Tools Appl. 75 (2) (2016)
Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel
Model based predictive control for linear interconnected systems. SSD (2016)
Laroussi Hammouda, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou
Image-based visual servoing dealing with constraints. IPAS (2016)
Hajer Abidi, Mohamed Chtourou, Khaled Kaaniche, Hassen Mekki
Saliency-based robust Features for Global Visual servoing. Int. J. Robotics Autom. 31 (5) (2016)
Safa Ziadi, Mohamed Njah, Mohamed Chtourou
PSO-CF2: A new method for the path planning of a mobile robot. SSD (2015)
Ameni Ellouze, François Delmotte, Jimmy Lauber, Mohamed Chtourou, Mohamed Ksantini
Decay rate performance approach for stabilization continuous fuzzy models using their discretized forms. Int. J. Intell. Comput. Cybern. 8 (4) (2015)
Latifa Dalhoumi, Mohamed Chtourou, Mohamed Djemel
Impulse fuzzy model based predictive control for nonlinear systems. SSD (2015)
Laroussi Hammouda, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou
Robust visual servoing using global features based on random process. Int. J. Comput. Vis. Robotics 5 (2) (2015)
Amira Aydi, Mohamed Djemel, Mohamed Chtourou
Robust pole assignment for the control of uncertain nonlinear discrete-time systems. SSD (2015)
Ali Zribi, Mohamed Chtourou, Mohamed Djemel
A New PID Neural Network Controller Design for Nonlinear Processes. CoRR (2015)
Mounir Ben Nasr, Mohamed Chtourou
Neural network control of nonlinear dynamic systems using hybrid algorithm. Appl. Soft Comput. 24 (2014)
Slim Abid, Mohamed Chtourou, Mohamed Djemel
Statistical and incremental methods for neural models selection. Int. J. Artif. Intell. Soft Comput. 4 (1) (2014)
Amina Turki, Mohamed Chtourou
Multi-Network Neural Model for nonlinear systems modeling. ISIE (2014)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen
MLP neural network using modified constructive training algorithm: Application to face recognition. IPAS (2014)
Ameni Ellouze, Mohamed Ksantini, Jimmy Lauber, François Delmotte, Mohamed Chtourou
New stabilization conditions for continuous fuzzy models using their discretized forms. Int. J. Intell. Comput. Cybern. 7 (4) (2014)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar, Liming Chen
Face recognition based on perceived facial images and multilayer perceptron neural network using constructive training algorithm. IET Comput. Vis. 8 (6) (2014)
Ameni Ellouze, François Delmotte, Jimmy Lauber, Mohamed Chtourou, Mohamed Ksontini
Nonquadratic Lyapunov function for continuous TS fuzzy models through their discretization. Fuzzy Sets Syst. 253 (2014)
Mohamed Zine El Abidine Skhiri, Mohamed Chtourou
Constructive Approaches for Training of Wavelet Neural Networks using Adaptive Learning rate. Int. J. Wavelets Multiresolution Inf. Process. 11 (3) (2013)
Hayet Boughrara, Liming Chen, Chokri Ben Amar, Mohamed Chtourou
Facial Expression Recognition Based on Perceived Facial Images and Local Feature Matching. ICIAP (2) (2013)
Mondher Frikha, Sabeur Masmoudi, Ahmed Ben Hamida, Mohamed Chtourou
Advanced classification approach for neuronal phoneme recognition system based on efficient constructive training algorithm. Int. J. Speech Technol. 16 (3) (2013)
Hajer Abidi, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou
A Robust Design for Image-based Visual Servoing. ICINCO (1) (2013)
Hatem Bellaaj, Raouf Ketata, Mohamed Chtourou
A new method for fuzzy rule base reduction. J. Intell. Fuzzy Syst. 25 (3) (2013)
Akram Eddahech, Sofien Chtourou, Mohamed Chtourou
Hierarchical neural networks based prediction and control of dynamic reconfiguration for multilevel embedded systems. J. Syst. Archit. 59 (1) (2013)
Ameni Ellouze, Mohamed Chtourou, Mohamed Ksontini, François Delmotte, Jimmy Lauber, Michel Dambrine
On the definition of non quadratic Lyapunov function for continuous Takagi Sugeno fuzzy models through their discretized forms. FUZZ-IEEE (2013)
Mohamed Zine El Abidine Skhiri, Mohamed Chtourou
Wavelet neural networks generalization improvement. SSD (2013)
Slim Abid, Mohamed Chtourou, Mohamed Djemel
Pruning approaches for selection of neural networks structure. SSD (2013)
Laroussi Hammouda, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou
Improving mobile robot robustness in visual servoing application. SSD (2013)
Rania Loukil, Mohamed Chtourou, Tarak Damak
Fault diagnosis and isolation of a complex system using a neural network observer. Int. J. Autom. Control. 7 (3) (2013)
Hajer Abidi, Hassen Mekki, Khaled Kaaniche, Mohamed Chtourou
An overview of the robust approaches applied for 2D visual servoing. SSD (2012)
Ines Hadj Mtir, Khaled Kaaniche, Mohamed Chtourou, Pascal Vasseur
Aerial sequence registration for vehicle detection. SSD (2012)
Rania Loukil, Mohamed Chtourou, Tarak Damak
Training a neural observer using a hybrid approach. SSD (2012)
Ali Zribi, Mohamed Chtourou, Mohamed Djemel
Multiple models reduction approach using gap metric for control of uncertain systems. Int. J. Model. Identif. Control. 17 (2) (2012)
Hassen Mekki, Mohamed Chtourou
Variable structure neural networks for online identification of continuous-time dynamical systems using evolutionary artificial potential fields. SSD (2012)
Mounir Ben Nasr, Mohamed Chtourou
Training recurrent neural networks using a hybrid algorithm. Neural Comput. Appl. 21 (3) (2012)
Hayet Boughrara, Mohamed Chtourou, Chokri Ben Amar
MLP neural network based face recognition system using constructive training algorithm. ICMCS (2012)
Hafedh Abid, Mohamed Chtourou, Ahmed Toumi
Direct fuzzy adaptive control based on sliding surface for a class of SISO non-linear systems. Int. J. Model. Identif. Control. 16 (1) (2012)
Ines Hadj Mtir, Khaled Kaaniche, Pascal Vasseur, Mohamed Chtourou
False Positive Outliers Rejection for Improving Image Registration Accuracy - Application to Road Traffic Aerial Sequences. ICINCO (2) (2012)
Laroussi Hammouda, Khaled Kaaniche, Hassen Mekki, Mohamed Chtourou
Global Visual Features based on Random Process - Application to Visual Servoing. ICINCO (2) (2012)
Mounir Ben Nasr, Mohamed Chtourou
A self-organizing map-based initialization for hybrid training of feedforward neural networks. Appl. Soft Comput. 11 (8) (2011)
Sabeur Masmoudi, Mondher Frikha, Mohamed Chtourou, Ahmed Ben Hamida
Efficient MLP constructive training algorithm using a neuron recruiting approach for isolated word recognition system. Int. J. Speech Technol. 14 (1) (2011)
L. Tounsi Rekik, Mohamed Chtourou
Fuzzy Supervised Nonlinear PID Control of a Class of Unknown Nonlinear Systems. J. Circuits Syst. Comput. 19 (8) (2010)
Mohamed Jallouli, Chokri Rekik, Mohamed Chtourou, Nabil Derbel
Optimised fuzzy logic controller for a mobile robot navigation. Int. J. Model. Identif. Control. 9 (4) (2010)
Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou
An evolutionary neuro-fuzzy approach to breast cancer diagnosis. SMC (2010)
Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou
A Memetic Evolutionary Approach to Radial Basis Function Networks. EMS (2009)
Mounir Ben Nasr, Mohamed Chtourou
A fuzzy neighborhood-based training algorithm for feedforward neural networks. Neural Comput. Appl. 18 (2) (2009)
Sofien Chtourou, Mohamed Chtourou, Omar Hammami
A hybrid approach for training recurrent neural networks: application to multi-step-ahead prediction of noisy and large data sets. Neural Comput. Appl. 17 (3) (2008)
Talel Korkobi, Mohamed Djemel, Mohamed Chtourou
Nonlinear System Identification using Discrete-time Neural Networks with Stable Learning Algorithm. ICINCO-ICSO (2008)
Hafedh Abid, Mohamed Chtourou, Ahmed Toumi
Robust Fuzzy Sliding Mode Controller for Discrete Nonlinear Systems. Int. J. Comput. Commun. Control 3 (1) (2008)
Ridha El Hamdi, Mohamed Njah, Mohamed Chtourou
Multilayer perceptron training using an evolutionary algorithm. Int. J. Model. Identif. Control. 5 (4) (2008)
Fathi Fourati, Mohamed Chtourou, Mohamed Kamoun
Stabilization of unknown nonlinear systems using neural networks. Appl. Soft Comput. 8 (2) (2008)
Hafedh Abid, Mohamed Chtourou, Ahmed Toumi
An indirect adaptive fuzzy sliding mode controller for a class of SISO non-linear systems. Int. J. Model. Identif. Control. 4 (2) (2008)
Fathi Fourati, Mohamed Chtourou
A greenhouse control with feed-forward and recurrent neural networks. Simul. Model. Pract. Theory 15 (8) (2007)
Donia Ben Halima Abid, Mohamed Chtourou
On the Adaptive Fuzzy stabilization of unknown nonlinear Systems. Control. Intell. Syst. 35 (4) (2007)
Sonia Alimi, Mohamed Chtourou
Improved constructive learning algorithms for fuzzy inference system identification. Int. J. Model. Identif. Control. 2 (4) (2007)
Hassen Mekki, Mohamed Chtourou, Nabil Derbel
A robust adaptive control using neural network. Int. J. Model. Identif. Control. 2 (1) (2007)
Mounir Ben Nasr, Mohamed Chtourou
A Hybrid Training Algorithm for Feedforward Neural Networks. Neural Process. Lett. 24 (2) (2006)
Sofien Chtourou, Omar Hammami, Mohamed Chtourou
JPEG-2000 Workload Prediction for Adaptive System on Chip Entropy Coders Architecture. IJCNN (2006)
Sofien Chtourou, Mohamed Chtourou, Omar Hammami
Neural Network Based Memory Access Prediction Support for SoC Dynamic Reconfiguration. IJCNN (2006)
Hassen Mekki, Mohamed Chtourou, Nabil Derbel
Variable structure neural networks for adaptive control of nonlinear systems using the stochastic approximation. Simul. Model. Pract. Theory 14 (7) (2006)
Mohamed Krid, Dorra Sellami Masmoudi, Mohamed Chtourou
Hardware implementation of BFNN and RBFNN in FPGA technology: Quantization issues. ICECS (2005)
Hassen Mekki, Mohamed Chtourou, Nabil Derbel
Stochastic Approximation Based Adaptive Neural Control for a Class of Nonlinear Systems. Control. Intell. Syst. 33 (3) (2005)
Mohamed Chtourou
A feedforward neural network behaving as a hierarchical system of automata. Int. J. Syst. Sci. 30 (7) (1999)
Nabil Derbel, Mohamed Chtourou, Ahmed Masmoudi
Reduced order model based neural network control of a squirrel cage induction motor drive. Int. J. Syst. Sci. 29 (9) (1998)
Mohamed Chtourou, Maher Ben Jemaa, Raouf Ketata
A learning-automaton-based method for fuzzy inference system identification. Int. J. Syst. Sci. 28 (9) (1997)
Mohamed Chtourou, Nabil Derbel, Mohamed Ben Ali Kamoun
Control of a loaded induction machine using a feedforward neural network. Int. J. Syst. Sci. 27 (12) (1996)
Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou
Learning automata with continuous inputs and their application for multimodal functions optimization. Int. J. Syst. Sci. 27 (1) (1996)
Alexander S. Poznyak, Kaddour Najim, Mohamed Chtourou
Analysis of the behaviour of multilevel hierarchical systems of learning automata and their application for multimodal functions optimization. Int. J. Syst. Sci. 27 (1) (1996)