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E-mail: tarek.hamdani@ieee.org
Website: http://members.regim.org/tarekhamdani
  First Name :
Tarek M.
  Last Name :
Hamdani
  City :
Al-Ula
  Address :

Al-Ula, Al Medina Al Mounawara, Kingdom of Arabia Saudi

  Biography :

Tarek M. Hamdani (S’12) was born in Tunis, Tunisia, in 1979. He received the Ph.D. degree in 2011 and his M.S. degree in 2003, in Computer Science Engineering from the University of the Sfax, Tunisia. He is currently pursuing the PostDoc. degree in Computer Science Engineering in the National School of Engineers, Sfax, Tunisia. He is teaching computer science at the Taibah University since 2012, and was teaching at the University of Sfax and the University of Monastir since 2003. He focuses his research on intelligent pattern recognition, learning, and analysis of large scale complex systems. His research interest includes applications of intelligent methods, neural networks, fuzzy logic, and genetic algorithms to pattern recognition. He is a Reviewer of the Pattern Recognition Letters and the Soft Computing journal. He is an IEEE member of CIS and SMC societies.

  Research Interests :

applications of intelligent methods, neural networks, fuzzy logic, and genetic algorithms to pattern recognition

 ResearcherID :
 DBLP :
http://dblp.uni-trier.de/pers/hd/h/Hamdani:Tarek_M=

Tarek M. Hamdani - Google Scholar Citations
AllSince 2014
Citations378242
h-index109
i10-index116

TitleCited byYear
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, 2019
2019
Wavelet Convolutional Neural Networks for Handwritten Digits Recognition
CB Chaabane, D Mellouli, TM Hamdani, AM Alimi, A Abraham
International Conference on Health Information Science, 305-310, 2017
12017
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
12017
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
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
12017
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
22017
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
12016
A modified naïve possibilistic classifier for numerical data
K Baati, TM Hamdani, AM Alimi, A Abraham
International Conference on Intelligent Systems Design and Applications, 417-426, 2016
22016
Spread Control for Huge Data Fuzzy Learning
M Tlili, TM Hamdani, AM Alimi
International Conference on Hybrid Intelligent Systems, 588-598, 2016
2016
A modified Naïve 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
22016
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
12016
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 14 (7), 443, 2016
52016
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
22015
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
22015
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
22015
Performance evaluation of FMIG clustering using fuzzy validity indexes
M Tlili, T Ayadi, TM Hamdani, AM Alimi
Soft Computing 19 (12), 3515-3528, 2015
32015
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
32014
Big data clustering validity
M Tlili, TM Hamdani
2014 6th International Conference of Soft Computing and Pattern Recognition …, 2014
102014
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
92014
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
32014
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
32013
Hybrid naive 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
92013
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
52013
Diagnosis of lymphatic diseases using a naïve bayes style possibilistic classifier
K Baati, TM Hamdani, AM Alimi
2013 IEEE International Conference on Systems, Man, and Cybernetics, 4539-4542, 2013
82013
Movie scenes detection with MIGSOM based on shots semi-supervised clustering
T Ayadi, M Ellouze, TM Hamdani, AM Alimi
Neural Computing and Applications 22 (7-8), 1387-1396, 2013
72013
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
112012
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
22012
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
102012
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
32012
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
32011
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
62011
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
22011
Unsupervised selection of HMMs architectures for handwritten text/word recognition
M Hamdani, TM Hamdani, AM Alimi, H El Abed, V Märgner
2011 5th International Symposium on Computational Intelligence and …, 2011
92011
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
52011
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
172011
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
102011
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
232011
Improving a HMM-based off-line handwriting recognition system using MME-PSO optimization
M Hamdani, H El Abed, TM Hamdani, V Märgner, AM Alimi
Document Recognition and Retrieval XVIII 7874, 787408, 2011
52011
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
62010
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
102010
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
62010
Conflict Negotiation Process with Stress Parameters Control for New Classifier Decision Fusion Scheme.
TM Hamdani, MA Khabou, AM Alimi
IPCV, 784-790, 2010
62010
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
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
162008
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
132007
Adaptive and natural computing algorithms: 8th International Conference, ICANNGA 2007, Warsaw, Poland, April 11-14, 2007, proceedings
B Beliczynski, A Dzielinski, M Iwanowski, B Ribeiro
Springer, 2007
2007
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
812007
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
442006
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
32005
P-SVM a new Support Vector Machine kernel.
TM Hamdani, AM Alimi
Artificial Neural Nets and Genetic Algorithms: Proceedings of the …, 2003
2003
Support vector machines for digit recognition
TM Hamdani, AM Alimi
Proceedings of second IEEE international conference on systems, signals and …, 2003
22003
β_SVM a new Support Vector Machine kernel
TM Hamdani, AM Alimi
Artificial Neural Nets and Genetic Algorithms, 63-68, 2003
32003
Teréz A. Várkonyi, József K. Tar, Imre J. Rudas, Stefan Preitl, Radu-Emil Precup and Annamária R. Várkonyi-Kóczy........................................... 13 Unsupervised …
M Hamdani, TM Hamdani, AM Alimi, H El Abed, V Margner, K Rabuzin, ...



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