Laboratoire de recherche

1)       DouniaYedjour, AbdelkaderBenyettou, Symbolic interpretation of artificial neural networks based on multiobjective genetic algorithms and association rules mining, Applied Soft Computing, Vol.72, Nov. 2018, pp.177-188, https://doi.org/10.1016/j.asoc.2018.08.007

2)       BouchraTriqui and AbdelkaderBenyettou, Cardiac Arrythmia Classification by Neural Networks (MLP), The Online Journal of Science and Technology – January 2018, Volume 8, Issue 1, 29-31, ISSN 2039-7390,www.tojsat.net

3)       AbdelhadiLotfi and AbdelkaderBenyettou, Cross validation probabilistic neural network based face identification, JIPS,  Journal of Information Processing Systems, ISNN 1976-913X (print), ISNN 2092-805X (electronic), Doi: 10.3745/JIPS

4)       FrehaMezzoudj and AbdelkaderBenyettou, An Empirical Study of Statistical Language Models: N-gram Language Models vs. Neural Network Language Models, International Journal of Innovative Computing and Applications – IJICA, Inderscience Publishers, ISSN online: 1751-6498, ISSN print: 1751-648X 

5)       BouchraTriqui and AbdelkaderBenyettou, Comparative Study Between Radial Basis Function and Temporal Neural Network Based on Cardiac Arrythmia, International Journal on Communications Antenna and Propagation IRECAP, Vol. 8, N°2, ISNN: 2039-5086 (e-ISSN: 2039-5086),  june 2018 Doi: 10.15866/irecap.v7i4.13204

6)       Khelil Hiba, AbdelkaderBenyettou and AfefKacem, A comparative study between artificial immune system and incremental neural network for digits handwritten recognition, Journal of Computer Modelling & New Technologies 2017 21(3) 50-55,ISSN: 1407-5806, ISSN (on-line): 1407-5814, www.cmnt.lv

7)       RedouaneTlemsani, Samir Benbakreti and AbdelkaderBenyettou, On-Line Arabic Characters Recognition Using Enhanced Time Delay Neural Networks, IRECAP, International Journal on Communications Antenna and Propagation, Vol. 7, N°4, pp.254-264, ISNN: 2039-5086 (e-ISSN: 2039-5086),  August 2017Doi: 10.15866/irecap.v7i4.13204

8)       Khelil Hiba and AbdelkaderBenyettou, The Incremental Artificial Immune System for Arabic Handwritten Recognition, Journal of Information Technology Research (JITR), IGI Global

9)       Khelil Hiba, AbdelkaderBenyettou and AfefKacem, A comparative study between artificial immune system and incremental neural network for digits handwritten recognition, Journal of Computer Modelling & New Technologies 2017 21(3) 50-55, ISSN: 1407-5806, ISSN (on-line): 1407-5814, www.cmnt.lv

10)   BouchraTriqui and AbdelkaderBenyettou, Optimization of Medical Data Transfer from the MIT-BIH Arrythmia Database to the Learning Maching, The US-China Education Review B, October 2017, Vol. 7, No. 10, 485-492, doi: 10.17265/2161- 6248/2017.10.004

11)   Sarah Hachemi-Benziane, AbdelkaderBenyettou, On the influence of anisotropic diffusion filter on dorsal hand authentication using eigenveins, Multidimensionnal Systems and Signal Processing, pp.1-22, First online: 08 August 2017, Doi: 10.1007/s11045-017-0514-8 https://link.springer.com/

12)   AssiaBenyettou, YounèsBennani, AbdelkaderBendahmane, GuénaïlCabanes, Semi-Supervised  Multi-Label Classification Through Topological Active Learning,  IRECAP, International Journal on Communications Antenna and Propagation, Vol. 7, N°3, pp.222-232, ISNN: 2039-5086 (e-ISSN: 2039-5094),  June 2017Doi: 10.15866/irecap.v7i3.12742

13)   BouchraTriqui and AbdelkaderBenyettou, Cardiac Arrhythmia Classification by Support Vector Machine, Turkish Online Journal of EducationalTechnology, ISSN 1303 – 6521, pp.486-494, 2017.

14)   Hayat Yedjour, BoudjelalMeftah, Olivier Lézoray and AbdelkaderBenyettou, Edge detection based on Hodgkin-Huxley neuron model simulation, Cognitive Processing, 18(3), 315-323, 2017, Doi:10.1007/s10339-017-0803-zISSN: 1612-4782 (print version), ISSN: 1612-4790 (e-version), Journal n°.10339

15)   Seyyid Ahmed Medjahed, TamazouztAitSaadi, AbdelkaderBenyettou, Kernel-based learning and feature selection analysis for cancer diagnosis,   Applied Soft Computing 51 (2017) 39-48,Doi: 10.1016/j.asoc.2016.12.010 (IF₂₀₁₆= 3.541)https://www.elsevier.com/journals/institutional/applied-soft-computing/1568-4946

16)   S.A. Medjahed, T. AitSaadi, A. Benyettou, Gray Wolf Optimizer for hyperspectral band  selection,Applied Soft Computing 40 (2016) 178-186,Doi: 10.1016/j.asoc.2015.09.045, www.elsevier.com/locate/asoc,

https://www.elsevier.com/journals/institutional/applied-soft-computing/1568-4946

17)   BoudjelalMeftah, Olivier Lézoray and AbdelkaderBenyettou, Novel Approach using Echo State Networks for Microscopic Cellular Image Segmentation, Cognitive  Computation, Springer, 2016 (Published online: 30 August 2015) 8:237-245, Doi 10.1007/s12559-015-9354-8,  hal-01252847, 12 Jan 2016, ISSN: 1866-9956 (Print) 1866-9964 (Online)

18)   AsmaaOurdighi and AbdelkaderBenyettou, An efficient Spiking Neural Network approach based on Spike Response Model for Breast Cancer Diagnostic, IAJIT, The International Arab Journal technology, Vol.13, N°3, pp.284-290, May 2016 (on line : IAJIT’2015), ISSN: 1683-3198,http://ccis2k.org/iajit/PDF/Vol.13,%20No.3/6395.pdf

19)   BendahmaneAbderrahmane, AbdelkaderBenyettou, Learning to Generate Optimized Term Weighting for Web documents classification – A parallel Mimetic Approach Based on Support Vector Machines, IRECOS, International Review on Computers and Software, Vol. 11, N°12, pp.1147-1156, ISNN 1828-6003, December 2016Doi: 10.15866/irecos.v11i12.11091

20)   NihelMerad-Boudia, AbdelkaderBenyettou, Arabic Speech Recognition for Connected Words using HTK: Triphones Expanded to Gmm Based Quran Recognition, IRECOS, International Review on Computers and Software, Vol. 11, N°12, pp.1209-1216, ISNN 1828-6003, December 2016, Doi: 10.15866/irecos.v11i12.11091

21)   Seyyid Ahmed Medjahed, TamazouztAitSaadi, AbdelkaderBenyettou and Mohammed Ouali, A new post-classification and Band selection framework for hyperspectral image classification, The Egyptian  Journal of Remote Sensing and Space Sciences, October (2016) 19, 163-173, Doi: 10.1016/j.ejrs.2016.09.003, Production and Hosting by Elsevier B.V. on behalf of the National Authority Remote Sensing and Space Sciences. ISSN: 1110-9823. http://www.scopus.com ,www.elsevier.com/locate/ejrs

22)   MouniaHendel, AbdelkaderBenyettou and FatihaHendel, Hybrid self organizing map and probabilistic quadratic loss multi-class support vector machine for mental tasks classification, Informatics in Medecine Unlocked 4 (2016) 1-9, Doi: 10.1016/j.imu.2016.09.001, Elsevier, ISSN: 2352-9148, www.elsevier.com/locate/imu ,

https://www.journals.elsevier.com/informatics-in-medicine-unlocked/

23)   MouniaHendel and AbdelkaderBenyettou, Heartbeats arrhythmia Classification using Probabilistic Multi-Class Support Vector Machines: A comparison Study, International Journal of Applied Engineering Research,  Vol.11, N°2 (2016), pp.1293-1297, ISSN 0973-4562, http://www.ripublication.com

24)   DjilaliKhedim, AbdelkaderBenyettou, Optimum Channel Equalization with Compression, IREE, International Review of Electrical Engineering, Vol.11, N°4, pp.370-380, July-August 2016, ISSN 1827-6660, Doi: 10.15866/iree.v.11i4.8739http://www.praiseworthyprize.org/jsm/?journal=iree

25)   Tayeb Bahram, AbdelkaderBenyettou, DjelloulZiadi, A set of Features for Text-Independent Wrier Identification, IRECOS, International Review on Computers and Software, Vol. 11, N°10, pp.898-906,ISNN 1828-6003, October 2016, Doi: 10.15866/irecos.v11i10.10347

26)   El HadiHeleili, AbdelkaderBenyettou, Acoutic-Phonetic Aspects of Arabic Emphatics, IRECOS, International Review on Computers and Software, Vol. 11, N°7, pp.642-649, ISSN 1828-6003,  July 2016, Doi: 10.15866/irecos.v11i7.9743http://www.praiseworthyprize.org/jsm/?journal=irecos

27)   Sarah HachemiBenziane, AbdelkaderBenyettou, Anisotropic Diffusion Filter for Dorsal hand Vein Features Extraction, International Journal of Biology and Biomedecine,1, pp.27-31, april 2016, ISSN: 21367-9085, http://www.iaras.org/iaras/journals/ijbb

28)   Sarah HachemiBenziane, AbdelkaderBenyettou, Dorsal hand vein identification, IJCSIS, International Journal of Computer Sciences and Information Security, Vol.14, N°3, pp.423-433, March 2016, ISSN 1947-5500, https://sites.google.com/site/ijcsis/

29)   MouniaHendel, AbdelkaderBenyettou and FadelaHendel, Heartbeats Arrythmia Classification using Quadratic Loss Multi-Class Support Vector Machines, IRECOS, International Review on Computers and Software, Vol. 11, N°1, pp.49-55, ISNN 1828-6003, January 2016, Doi: 10.15866/irecos.v11i7.8280

30)   Seyyid Ahmed Medjahed, TamazouztAitSaadi, AbdelkaderBenyettou, Mohammed Ouali, Microcanonical Annealing and Threshold Accepting for Parameter Deteermination and Feature Selection of Support Vector Machines, CIT, Journal of Computing and Information Technology, Vol.24, N°4, december 2016, pp.369-382, doi: 10.20532/cit.2016.1003342

31)   Sarah HachemiBenziane, AbdelkaderBenyettou, Dorsal hand vein identification based on Binary Particle Swarm optimization, JIPS,  Journal of Information Processing Systems, ISNN 1976-913X (print), ISNN 2092-805X (electronic), Doi: 10.3745/JIPS

32)   Mohammed Rebbah, YahyaSlimani, AbdelkaderBenyettou, Lionel Brunie, A decentralized fault tolerance for grid environnement, Cluster  Comput. , Springer Sciences + Business Media New York 2015 (on line: 17 October 2015), Doi  10.1007/s10586-015-0497-x;ISSN: 1386-7857 (Print) 1573-7543 (Online),https://link.springer.com/journal/10586,

33)   Mohammed Rebbah, YahyaSlimani, AbdelkaderBenyettou, BoudjelalMeftah, Lionel Brunie, On Advantages of Dynamic Colored Graph for Fault Tolerance in Grid Computing, Global Journal on Technology, Issue 8 (2015) 84-97: 2nd Global Conference on Computer Science, Software, Networks and Engineering (COMENG-2014), ISSN : 2147-5105, Vol.8, E-ISSN: 2421-8022, http://www.world-education-center.org/index.php/P-ITCS/article/view/3657

34)   Seyyid Ahmed Medjahed, TamazouztAitSaadi, AbdelkaderBenyettou, Mohammed Ouali, Binary Cuckoo search Algorithm for Band Selection in Hyperspectral Image Classification, IAEMG Intern. Journal of Computer Science, 42:3, IJCS_42_3_03, Information Technology and Computer Science (IJITCS), August 2015, ISSN: 2074-9007http://www.mecs-press.org/ijitcs/

35)   Seyyid Ahmed Medjahed, Mohammed Ouali, TamazouztAitSaadi, AbdelkaderBenyettou, AnOptimisation-Based Framework for Feature Selection and Parameters Determination of SVMs, Intern. Journal of Information Technology and Computer Science (IJITCS) 2015, 05, 1-9. Doi : 10.5815/ijitcs.2015.05.01, Published Online April 2015 in MECS ISSN: 2074-9007 http://www.mecs-press.org/ijitcs/

36)   Seyyid Ahmed Medjahed, TamazouztAitSaadi, BenyettouAbdelkader,Urinary System Diseases  Diagnostics Using Machine Learning Techniques, International Journal of Intelligent System and Applications, 2015, 05, 1-7, Doi: 10.5815/ijisa.2015.05.01, Published Online April 2015 in MECS, http://www.mecs-press.org/, http://globalimpactfactor.com/international-journal-of-intelligent-systems-and-applicationsijisa/

Ouvrages -books en 2017:

1)       RedouaneTlemsani, BelkacemKouninef and AbdelkaderBenyettou, Reconnaissance en-ligne du Manuscrit Arabe: Application des réseaux bayésiens, Editions Universitaires Européennes, ISBN-13: 978-3—639-60814-4, ISBN-10: 3639608144, EAN: 9783639608144, 120 pages, catégorie: Informatique, publié le: 04-04-2017

Conférences papers

1)       BouchraTriqui and AbdelkaderBenyettou, A Pattern Recognition System for Detection of Road Signs, International Science and Technology Conference –ISTEC 2018, Paris, France, July 10-20, 2018

2)       BouchraTriqui and AbdelkaderBenyettou, Cardiac Arrhythmia Classification by Support Vector Machines, International Conf. on New Horizons in Education –INTE 2017, Berlin, Germany, July 17-19, 2017

3)       AbdelkrimSouahlia, Ammar Belatreche, AbdelkaderBenyettou and Kevin Curran,Blood vessel segmentation in retinal images using echo state networks, 2017 Ninth  International Conference on Advanced Computational Intelligence – ICACI 2017, 91-98, IEEE, Doha, Qatar, Doi: 10.1109/ICACI.2017.7974491

4)       BouchraTriqui, Lamia Triqui Sari and Abdelkader Benyettou, La detection des ArrythmiesCardiaques par les Réseauxà Fonctions de Base Radiales, International Symposium on Computer Sciences and Applications (ISCSA 2017), October 26-27-28, 2017, Errachidia, Moroccohttp://www.fste-iscsa.net/iscsa2017