Profile Tarek M. Hamdani
First Name
Tarek
Last Name
M. Hamdani
Address
Sfax
Zip code
3038
Biography
Tarek M. Hamdani (IEEE Member’01, Senior Member'12) received his M.Sc. degree in 2003, the Ph.D. degree in 2011, in Computer Science Engineering from the National Engineering School of Sfax, Tunisia, and the HDR degree in Computer Science Engineering from the National Engineering School of Sfax, Tunisia, in 2019. He is currently an Associate Professor in Computer Science at the University of Monastir, Monastir. He focuses his research on applying intelligent methods (neural networks, fuzzy logic, and evolutionary algorithms) to Machine Learning, Computer Vision, Natural Language Processing, intelligent pattern recognition, and analysis of large scale complex systems. He is a Reviewer of the Pattern Recognition Letters, Neurocomputing, Neural processing Letter, IEEE TNNLS, and the Soft Computing journal. He is an IEEE Senior Member of CIS, SMC, RAS and Computer societies.
H-index: 14 Total citation: 934
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| A new evolutionary strategy for reinforcement learning R Zaghdoud, K Boukthir, L Haddad, TM Hamdani, H Chabchoub, ... |
Multimedia Tools and Applications 84 (4), 1745-1761, 2025 | 2025 | 0 |
| Rlga-fer: Reinforcement learning based on genetic algorithm for facial expression recognition enhancing MA Altaha, I Jarraya, L Haddad, TM Hamdani, H Chabchoub, AM Alimi |
International Journal of Machine Learning and Cybernetics, 1-14, 2024 | 2024 | 1 |
| Stereo Image Super Resolution Reinforced by Non-Local Means Denoising (NLMD) Algorithm AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
2024 17th International Conference on Development in eSystem Engineering�…, 2024 | 2024 | 0 |
| A deep learning based interval type-2 fuzzy approach for image retrieval systems Y Ghozzi, TM Hamdani, H Hagras, K Ouahada, H Chabchoub, AM Alimi |
Neurocomputing 603, 128251, 2024 | 2024 | 7 |
| Bilingual Road Text Recognition Based on a Hybrid Model of CTC and Attention R Zaghdoud, K Boukthir, TM Hamdani, AM Alimi |
2024 IEEE/ACS 21st International Conference on Computer Systems and�…, 2024 | 2024 | 0 |
| Fuzzy deep visual panic detection O Lazzez, TM Hamdani, H Chabchoub, K Ouhada, AM Alimi |
Social Network Analysis and Mining 14 (1), 180, 2024 | 2024 | 0 |
| A Hybrid Approach Using 2D CNN and Attention-Based LSTM for Parkinson’s Disease Detection from Video E Krichene, I Jarraya, T Dhieb, Z Mahfouf, M Neji, N Farhat, E Smaoui, ... |
International Conference on Computational Collective Intelligence, 146-156, 2024 | 2024 | 0 |
| Enhancing security for document exchange using authentication and gan encryption AM Radhi, TM Hamdani, H Chabchoub, AM Alimi |
Multimedia Tools and Applications 83 (28), 71203-71233, 2024 | 2024 | 2 |
| Decentralized distribution for secure GAN using IPFS with the Hyperledger blockchain AM Al-Sarray, TM Hamdani, AM Alimi |
2024 IEEE 7th International Conference on Advanced Technologies, Signal and�…, 2024 | 2024 | 0 |
| Improving Arabic Fake News Detection Across Context-Aware Attention Deep Model Based on Natural Language Processing ET Khudair, O Lazzez, TM Hamdani, AT Sadiq, AM Alimi |
International Conference on Language Processing and Knowledge Management, 34-43, 2024 | 2024 | 0 |
| PIXGAN-Drone: 3D Avatar of Human Body Reconstruction From Multi-View 2D Images AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
IEEE Access 12, 74762-74776, 2024 | 2024 | 2 |
| Doc-attentive-gan: attentive gan for historical document denoising H Neji, M Ben Halima, J Nogueras-Iso, TM Hamdani, J Lacasta, ... |
Multimedia Tools and Applications 83 (18), 55509-55525, 2024 | 2024 | 9 |
| Parkinson’s disease detection from online handwriting based on beta-elliptical approach and fuzzy perceptual detector MF Allebawi, T Dhieb, M Neji, N Farhat, E Smaoui, TM Hamdani, ... |
IEEE Access 12, 56936-56950, 2024 | 2024 | 8 |
| ADOCRNet: a deep learning OCR for Arabic documents recognition L Mosbah, I Moalla, TM Hamdani, B Neji, T Beyrouthy, AM Alimi |
IEEE Access 12, 55620-55631, 2024 | 2024 | 17 |
| Impact of Finger Type in Contactless Fingerprint Verification K Abdeljabbar, I Jarraya, TM Hamdani, AM Alimi |
Procedia Computer Science 246, 3928-3937, 2024 | 2024 | 0 |
| Deep architecture for super-resolution and deblurring of text images H Neji, MB Halima, J Nogueras-Iso, TM Hamdani, AM Qahtani, O Almutiry, ... |
Multimedia Tools and Applications 83 (2), 3945-3961, 2024 | 2024 | 2 |
| Prediction, classification, and diagnosis of Lupus Nephritis in the era of artificial intelligence: a review Y Ghozzi, M Mabrouk, TM Hamdani, H Karray, AM Alimi |
2023 IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI), 1-7, 2023 | 2023 | 2 |
| A BPMN-Based Multi-tenant Customizable SaaS Application: A FARUL3S Case Study A Ksiksi, TM Hamdani, H Ltifi, AM Alimi |
International Conference on Intelligent Systems Design and Applications, 377-391, 2023 | 2023 | 0 |
| In-air signature verification system based on beta-elliptical approach and fuzzy perceptual detector AR Alobaidi, T Dhieb, TM Hamdani, A Wali, K Ouahada, AM Alimi |
IEEE Access 11, 134058-134073, 2023 | 2023 | 2 |
| Exploring the potential of high-resolution drone imagery for improved 3D human avatar reconstruction: A comparative study with mobile images AS Rasheed, M Jabberi, TM Hamdani, AM Alimi |
Pacific-Rim Symposium on Image and Video Technology, 167-181, 2023 | 2023 | 3 |
| FARUL3S: a New Framework for Agile Regulated Ultra-Large-Scale Software Systems A Ksiksi |
Authorea Preprints, 2023 | 2023 | 1 |
| Deep Active Learning Approach for Traffic Sign and Panel Guide Arabic-Latin Text Content Annotation in Natural Scene Images R Zaghdoud, TM Hamdani, AM Alimi |
Authorea Preprints, 2023 | 2023 | 0 |
| New in-air signature datasets AAR Alobaidi, T Dhieb, ZN Nuimi, TM Hamdani, A Wali, AM Alimi |
2023 International Symposium on Networks, Computers and Communications�…, 2023 | 2023 | 1 |
| FASCOLL: A New Framework for Agile Smart City Open Living Lab O Lazzez, TM Hamdani, AM Alimi |
2023 International Conference on Cyberworlds (CW), 314-321, 2023 | 2023 | 1 |
| Contactless hand knuckle modality for identity verification using Siamese network S Hammami, I Jarraya, TM Hamdani, AM Alimi |
2023 International Conference on Cyberworlds (CW), 388-394, 2023 | 2023 | 3 |
| Facial expression recognition based on Arcface features and Tinysiamese network MA Altaha, I Jarraya, TM Hamdani, AM Alimi |
2023 international conference on cyberworlds (CW), 24-31, 2023 | 2023 | 2 |
| Enhancing security of color image exchange using authentication and encryption AM Al-Sarray, TM Hamdani, H Chabchoub, AM Alimi |
2023 International Conference on Cyberworlds (CW), 456-463, 2023 | 2023 | 1 |
| A new online Arabic handwriting dataset for analyzing Parkinson’s disease MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, E Smaoui, K Moalla, ... |
2023 International Conference on Cyberworlds (CW), 62-69, 2023 | 2023 | 5 |
| Tinysiamese network for biometric analysis I Jarraya, TM Hamdani, H Chabchoub, AM Alimi |
arXiv preprint arXiv:2307.00578, 2023 | 2023 | 2 |
| Arbitrary-Oriented Arabic Scene Text Annotation Based DeepAL and Scale-Aware Data Augmentation K Boukthir, TM Hamdani, AM Alimi |
2023 20th International Multi-Conference on Systems, Signals & Devices (SSD�…, 2023 | 2023 | 0 |
| Biometric-based security system for smart riding clubs I Jarraya, FB Said, TM Hamdani, B Neji, T Beyrouthy, AM Alimi |
IEEE Access 10, 132012-132030, 2022 | 2022 | 8 |
| A Reinforcement Learning Framework Based on Genetic Algorithm for Annotating Arabic Text in Natural Scene Images K Boukthir, L Haddad, TM Hamdani, AM Alimi |
2022 | 0 | |
| SDT-DCSCN for Simultaneous Super-Resolution and Deblurring of Text Images H Neji, MB Halima, J Nogueras-Iso, T Hamdani, AM Qahtani, O Almutiry, ... |
arXiv preprint arXiv:2201.05865, 2022 | 2022 | 0 |
| ASAR 2021 competition on online signal restoration using arabic handwriting Dhad dataset B Rabhi, A Elbaati, TM Hamdani, AM Alimi |
International Conference on Document Analysis and Recognition, 366-378, 2021 | 2021 | 9 |
| ASAR 2021 competition on online Arabic character recognition: ACRC Y Hamdi, H Boubaker, TM Hamdani, AM Alimi |
International Conference on Document Analysis and Recognition, 379-389, 2021 | 2021 | 7 |
| SRD5A3‐CDG: 3D structure modeling, clinical spectrum, and computer‐based dysmorphic facial recognition I Ben Ayed, W Ouarda, F Frikha, F Kammoun, A Souissi, M Ben Said, ... |
American Journal of Medical Genetics Part A 185 (4), 1081-1090, 2021 | 2021 | 17 |
| Blur2sharp: A gan-based model for document image deblurring H Neji, TM Hamdani, MB Halima, J Nogueras-Iso, AM Alimi |
Int. j. comput. intell. syst., 2021 | 2021 | 16 |
| Handwritten words and digits recognition using Deep Learning based Bag of Features Framework N Rahal, M Tounsi, TM Hamdani, AM Alimi |
2019 International Conference on Document Analysis and Recognition (ICDAR�…, 2019 | 2019 | 5 |
| A new possibilistic classifier for mixed categorical and numerical data based on a bi-module possibilistic estimation and the generalized minimum-based algorithm K Baati, TM Hamdani, AM Alimi, A Abraham |
Journal of Intelligent & Fuzzy Systems 36 (4), 3513-3523, 2019 | 2019 | 5 |
| Morphological convolutional neural network architecture for digit recognition D Mellouli, TM Hamdani, JJ Sanchez-Medina, MB Ayed, AM Alimi |
IEEE transactions on neural networks and learning systems 30 (9), 2876-2885, 2019 | 2019 | 91 |
| Wavelet convolutional neural networks for handwritten digits recognition C Ben Chaabane, D Mellouli, TM Hamdani, AM Alimi, A Abraham |
International Conference on Hybrid Intelligent Systems, 305-310, 2017 | 2017 | 13 |
| Morph-CNN: a morphological convolutional neural network for image classification D Mellouli, TM Hamdani, MB Ayed, AM Alimi |
International Conference on Neural Information Processing, 110-117, 2017 | 2017 | 26 |
| A new classifier for categorical data based on a possibilistic estimation and a novel generalized minimum-based algorithm K Baati, TM Hamdani, AM Alimi, A Abraham |
Journal of Intelligent & Fuzzy Systems 33 (3), 1723-1731, 2017 | 2017 | 9 |
| Adaptive fuzzy inference system plug-in for writer adaptation L Haddad, TM Hamdani, AM Alimi |
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017 | 2017 | 0 |
| An Adaptation Module with Dynamic Radial Basis Function Neural Network Using Significance Concept for Writer Adaptation. L Haddad, TM Hamdani, W Ouarda, AM Alimi, A Abraham |
Journal of Information Assurance & Security 12 (1), 2017 | 2017 | 4 |
| Decision quality enhancement in minimum-based possibilistic classification for numerical data K Baati, TM Hamdani, AM Alimi, A Abraham |
International Conference on Soft Computing and Pattern Recognition, 634-643, 2016 | 2016 | 8 |
| A modified Na�ve possibilistic classifier for numerical data K Baati, TM Hamdani, AM Alimi, A Abraham |
International Conference on Intelligent Systems Design and Applications, 417-426, 2016 | 2016 | 5 |
| Spread Control for Huge Data Fuzzy Learning M Tlili, TM Hamdani, AM Alimi |
International Conference on Hybrid Intelligent Systems, 588-598, 2016 | 2016 | 0 |
| A modified Na�ve Bayes style possibilistic classifier for the diagnosis of lymphatic diseases K Baati, TM Hamdani, AM Alimi, A Abraham |
International Conference on Hybrid Intelligent Systems, 479-488, 2016 | 2016 | 5 |
| An adaptation module with growing and adjustment RBFNN using a long-term memory L Haddad, TM Hamdani, AM Alimi |
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC�…, 2016 | 2016 | 1 |
| A new possibilistic classifier for heart disease detection from heterogeneous medical data K Baati, TM Hamdani, AM Alimi, A Abraham |
International Journal of Computer Science and Information Security (IJCSIS�…, 2016 | 2016 | 14 |
| Deep neural network with RBF and sparse auto-encoders for numeral recognition D Mellouli, TM Hamdani, AM Alimi |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 7 |
| Optimization algorithms, benchmarks and performance measures: from static to dynamic environment R Fdhila, TM Hamdani, AM Alimi |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 2 |
| A new Hybrid Discrete Bat Algorithm for Traveling Salesman Problem using ordered crossover and 3-Opt operators for Bat's local search J Amara, TM Hamdani, AM Alimi |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 8 |
| Performance evaluation of FMIG clustering using fuzzy validity indexes M Tlili, T Ayadi, TM Hamdani, AM Alimi |
Soft Computing 19 (12), 3515-3528, 2015 | 2015 | 3 |
| OHRS-MEWA: on-line handwriting recognition system with multi-environment writer adaptation L Haddad, TM Hamdani, AM Alimi |
2014 14th International Conference on Frontiers in Handwriting Recognition�…, 2014 | 2014 | 5 |
| Big data clustering validity M Tlili, TM Hamdani |
2014 6th International Conference of Soft Computing and Pattern Recognition�…, 2014 | 2014 | 11 |
| A modified hybrid naive possibilistic classifier for heart disease detection from heterogeneous medical data K Baati, TM Hamdani, AM Alimi |
2014 6th International Conference of Soft Computing and Pattern Recognition�…, 2014 | 2014 | 16 |
| Distributed MOPSO with dynamic Pareto front driven population analysis for TSP problem R Fdhila, W Elloumi, TM Hamdani |
2014 6th International Conference of Soft Computing and Pattern Recognition�…, 2014 | 2014 | 6 |
| Hierarchical design for distributed MOPSO using sub-swarms based on a population Pareto fronts analysis for the grasp planning problem R Fdhila, C Walha, TM Hamdani, AM Alimi |
13th International Conference on Hybrid Intelligent Systems (HIS 2013), 203-208, 2013 | 2013 | 6 |
| Hybrid na�ve possibilistic classifier for heart disease detection from heterogeneous medical data K Baati, TM Hamdani, AM Alimi |
13th International Conference on Hybrid Intelligent Systems (HIS 2013), 234-239, 2013 | 2013 | 15 |
| Improved neural based writer adaptation for on-line recognition systems L Haddad, TM Hamdani, AM Alimi |
2013 IEEE International Conference on Systems, Man, and Cybernetics, 1175-1180, 2013 | 2013 | 5 |
| Diagnosis of lymphatic diseases using a na�ve bayes style possibilistic classifier K Baati, TM Hamdani, AM Alimi |
2013 IEEE International Conference on Systems, Man, and Cybernetics, 4539-4542, 2013 | 2013 | 19 |
| Movie scenes detection with MIGSOM based on shots semi-supervised clustering T Ayadi, M Ellouze, TM Hamdani, AM Alimi |
Neural computing and applications 22 (7), 1387-1396, 2013 | 2013 | 12 |
| MIGSOM: multilevel interior growing self-organizing maps for high dimensional data clustering T Ayadi, TM Hamdani, AM Alimi |
Neural processing letters 36 (3), 235-256, 2012 | 2012 | 15 |
| FMIG: fuzzy multilevel interior growing self-organizing maps M Tlili, T Ayadi, TM Hamdani, AM Alimi |
2012 IEEE 24th International Conference on Tools with Artificial�…, 2012 | 2012 | 2 |
| A multi objective particles swarm optimization algorithm for solving the routing pico-satellites problem R Fdhila, TM Hamdani, AM Alimi |
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC�…, 2012 | 2012 | 23 |
| PSO based data routing in a networked distributed Pico-satellites system A Chaari, R Fdhila, B Neji, TM Hamdani, AM Alimi |
2012 IEEE First AESS European Conference on Satellite Telecommunications�…, 2012 | 2012 | 10 |
| An Intelligent Decision-Making System Based on Multiple Classifiers updated Using Confidence Rates and stress parameters TM Hamdani, MA Khabou, AM Alimi, F Karray |
Control and intelligent systems 39 (4), 213, 2011 | 2011 | 4 |
| Improvement of on-line recognition systems using a rbf-neural network based writer adaptation module L Haddad, TM Hamdani, M Kherallah, AM Alimi |
2011 International Conference on Document Analysis and Recognition, 284-288, 2011 | 2011 | 6 |
| Negotiation guiding framework: A recommendation for negotiation's designer model FB Said, TM Hamdani, AM Alimi |
2011 5th International Symposium on Computational Intelligence and�…, 2011 | 2011 | 3 |
| Unsupervised selection of HMMs architectures for handwritten text/word recognition M Hamdani, TM Hamdani, AM Alimi, H El Abed, V M�rgner |
2011 5th International Symposium on Computational Intelligence and�…, 2011 | 2011 | 5 |
| On the use of cluster validity for evaluation of MIGSOM clustering T Ayadi, TM Hamdani, AM Alimi |
2011 5th International Symposium on Computational Intelligence and�…, 2011 | 2011 | 5 |
| Distributed MOPSO with a new population subdivision technique for the feature selection R Fdhila, TM Hamdani, AM Alimi |
2011 5th International Symposium on Computational Intelligence and�…, 2011 | 2011 | 20 |
| An iterative method for deciding SVM and single layer neural network structures TM Hamdani, AM Alimi, MA Khabou |
Neural processing letters 33 (2), 171-186, 2011 | 2011 | 12 |
| Hierarchical genetic algorithm with new evaluation function and bi-coded representation for the selection of features considering their confidence rate TM Hamdani, JM Won, AM Alimi, F Karray |
Applied Soft Computing 11 (2), 2501-2509, 2011 | 2011 | 51 |
| Improving a HMM-based off-line handwriting recognition system using MME-PSO optimization M Hamdani, H El Abed, TM Hamdani, V M�rgner, AM Alimi |
Document Recognition and Retrieval XVIII 7874, 63-71, 2011 | 2011 | 7 |
| A new hierarchical approach for MOPSO based on dynamic subdivision of the population using Pareto fronts R Fdhila, TM Hamdani, AM Alimi |
2010 IEEE International Conference on Systems, Man and Cybernetics, 947-954, 2010 | 2010 | 6 |
| A new data topology matching technique with multilevel interior growing self-organizing maps T Ayadi, TM Hamdani, AM Alimi |
2010 IEEE International Conference on Systems, Man and Cybernetics, 2479-2486, 2010 | 2010 | 11 |
| A new distributed approach for MOPSO based on population Pareto fronts analysis and Dynamic subdivision R Fdhila, TM Hamdani, AM Alimi |
Systems Man and Cybernetics (SMC), IEEE International Conference on 947 (954�…, 2010 | 2010 | 6 |
| Enhanced Data Topology Preservation with Multilevel Interior Growing Self-Organizing Maps T Ayadi, TM Hamdani, AM Alimi |
Proceedings of the World Congress on Engineering 1, 2010 | 2010 | 0 |
| Conflict negotiation process with stress parameters control for new classifier decision fusion scheme TM Hamdani, MA Khabou, AM Alimi |
IPCV 2010: proceedings of the 2010 international conference on image�…, 2010 | 2010 | 7 |
| Enhancing the structure and parameters of the centers for BBF fuzzy neural network classifier construction based on data structure TM Hamdani, AM Alimi, F Karray |
2008 IEEE International Joint Conference on Neural Networks (IEEE World�…, 2008 | 2008 | 14 |
| 2IBGSOM: interior and irregular boundaries growing self-organizing maps T Ayadi, TM Hamdani, AM Alimi, MA Khabou |
Sixth International Conference on Machine Learning and Applications (ICMLA�…, 2007 | 2007 | 13 |
| Multi-objective feature selection with NSGA II TM Hamdani, JM Won, AM Alimi, F Karray |
International conference on adaptive and natural computing algorithms, 240-247, 2007 | 2007 | 216 |
| Distributed genetic algorithm with bi-coded chromosomes and a new evaluation function for features selection TM Hamdani, AM Alimi, F Karray |
2006 IEEE International Conference on Evolutionary Computation, 581-588, 2006 | 2006 | 54 |
| A new decision-making intelligent system for the recognition of bilingual handwritten postal addresses M Charfi, TM Hamdani, AM Alimi |
Journal of decision systems 14 (1-2), 123-155, 2005 | 2005 | 4 |
| β_SVM a new Support Vector Machine kernel TM Hamdani, AM Alimi |
Artificial Neural Nets and Genetic Algorithms: Proceedings of the�…, 2003 | 2003 | 3 |
| Support vector machines for digit recognition TM Hamdani, AM Alimi |
Proceedings of second IEEE international conference on systems, signals and�…, 2003 | 2003 | 2 |
| Artificial Neural Networks and Genetic Algorithms, chapter β-SVM a new support vector machine TM Hamdani, AM Alimi |
Springer, 2003 | 2003 | 6 |
| Welcome from Organizers AM Alimi, A Bela�d, TM Hamdani |
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| Workshop Chairs AM Alimi, A Bela�d, TM Hamdani, A Alaei, AM Awal, F AriadNEXT, ... |
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