contact@esi-sba.dz +213 48 749 452
contact@esi-sba.dz +213 48 749 452
RAHMOUN Abdellatif
a.rahmoun@esi-sba.dz

RAHMOUN Abdellatif

Professeur

Structure de rattachement

  • ESI SBA - Ecole Supèrieure en Informatique de Sidi Bel Abbès
  • Laboratoire de Recherche en Informatique (LabRI-SBA) de l’ESI-SBA

Axes de recherche

  • Artificial Intelligence, swarm intelligence, metaheuristics, embedded systems, IoT, machine learning

Equipe de recherche

  • Computational Intelligence & Soft Computing (CISCO)

Enseignements

  • Architecture 2
  • IA Avancée
  • Systèmes embarqués
  • Systèmes embarqués 2

Publications

Publications Internationales (Revues, Journaux& Livres)

  • Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz:

« Moth Flame Optimization Algorithm Range-Based for Node Localization Challenge in Decentralized Wireless Sensor Network ». IJDST 10(1): 82-109 (2019)

  • Hocine Saadi ꞏ Nadia Nouali Taboudjemat ꞏ Abdellatif Rahmoun ꞏ, Baldomero imbern◌, Horacio Perez-Sanche ꞏ José Cecilia;“Efficient GPU-based parallelization of solvation calculation for the blind docking problem », The Journal of Supercomputing, International Journal of High-Performance Computer Design,Analysis, and Use; ISSN 0920-8542; DOI 10.1007/s11227-019-02834-5; https://doi.org/10.1007/s11227-019-02834-5, April 2019;

https://link.springer.com/article/10.1007/s11227-019-02834-5

  • Mihoubi Miloud, Rahmoun Abdellatif and Pascal Lorenz ; «A Novel Bat Algorithm for Line-of-Sight Localization in Internet of Things and Wireless Sensor Network” ;Book Chapter, Chapter 9; pp 213-239)Source BOOK Title: Machine Learning and Cognitive Science Applications in Cyber Security ; Copyright: ©

2019 |Pages: 27; DOI: 10.4018/978-1-5225-8100-0.ch009.IGI Global, Hershey, PA 17033, USA. https://www.igi-global.com/chapter/a-novel-bat-algorithm-for-line-of-sight-localization-in-internet-of-things-and-wireless-sensor- network/227583

  • Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz: “Moth Flame Optimization Algorithm Range-Based for Node Localization Challenge in Decentralized Wireless Sensors”, Network International Journal of Distributed Systems and Technologies (IJDST) Volume 10, Issue 1; january-March 2019. https://www.igi-global.com/article/moth-flame-optimization-algorithm-range-based-for-node-localization-challenge-in-decentralized-wireless-sensor-network/218827
  • Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz:; “Metaheuristic RSSI based for node localization in distributed wireless sensor networks”; .GIIS 2017:pp 64-70; IEEE-Explore; https://ieeexplore.ieee.org/document/8169811
  • Miloud Mihoubi, Abdellatif Rahmoun; “Moth Flame Optimization Algorithm Range-Based for Node Localization Challenge in Decentralized Wireless Sensor Network “; IJDST: Volume 10, Issue 1, Article 6; Special Issue Submission: Developing Smart Grids as Self-sustainable Ecosystems: The Roles of Internet of Things (IoT) and Internet of Breath (IoB). IGI Global;
  • Kheireddine Mekkaoui, Abdellatif Rahmoun: « Optimal Hop Lengths to Ensure Minimum Energy Consumption in Wireless Sensor Networks » ; IJTD 9(4): 1- (2018)
  • Nabil Keskes, Abdellatif Rahmoun: « Meaning negotiation based on merged individual context ontology and part of semantic web ontology ». IJICT 11(3): 352-368 (2017)

  • Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz: « Metaheuristic RSSI based for node localization in distributed wireless sensor network ». GIIS 2017: 64-70

  • Hocine Saadi, Nadia Nouali-Taboudjemat, Abdellatif Rahmoun, Baldomero Imbernon, Horacio Pérez Sánchez, José M. Cecilia:

    « Parallel Desolvation Energy Term Calculation for Blind Docking on GPU Architectures ». ICPP Workshops 2017: 16-22

     

  • « FuAGGE: A Novel System to Automatically Generate Fuzzy Rule Based Learners » Romaissaa Mazouni , Abdellatif Rahmoun, Eric Hervet

    Informatica 40 (2016) 237–244 237, http://www.informatica.si/index.php/informatica/article/view/1116/861

     

  • Keskes, A. Rahmoun, « Meaning Negotiation based on merged individual Context Ontology and Part of semantic Web Ontology », IAJIT, April 2015.

  • Mazouni; A. Rahmoun;, « AGGE:A Novel Method to Automatically Generate Rule Induction Classifiers Using Grammatical Evolution » ; Springer International Publishing Switzerland 2014 279; Intelligent Distributed Computing VIII series books,

    Chapter in book: Studies in Computational Intelligence 570, DOI: 10.1007/978-3-319-10422-5_30

     

  • Mekkaoui Kheireddine, Rahmoun Abdellati, « Short-Hops vs. Long-Hops: Energy-Efficiency Analysis in Wireless Sensor Networks  » (Chapter 5: pages 74-83); BOOK title: « Network Security Technologies: Design and Applications », Abdelmalek Amine,et al; IGI Global, headquartered in Hershey, Pennsylvania (USA); 2015

  • Nabil KESKES, Abdellatif RAHMOUN , »Meaning Negotiation based on merged individual Context Ontology and Part of semantic Web Ontology »; Int. J. of Information and Communication Technology; Inderscience Publishers; switzerland; october

  • K.Mekkaoui, A. Rahmoun: »Analysis of hops length in wireless sensor Networks »; Journalof Computer Science & Communications, Wireless Sensor Networks; http://www.scirp.org/journal/wsn/; june 2014.

  • Mazouni, A.Rahmoun, On ComparingVerification Performances of Multimodal Biometrics Fusion Techniques .International Journal of Computer Applications IJCA,NewYork (0975-8887) Volume 33- No.7, Novembre 2011.

  • Nabil Keskes, Ahmed Lehireche, Abdellatif Rahmoun, “Web Services Selection Based on Mixed Context and Quality of Service Ontology”, ,Computer and Information Science ISSN 1913-8989

    (Print) ISSN 1913-8997 (Online), Canadian Center of Science and Education.Vol 4 N3, May 2011, pp.131-150.

  • Nabil Keskes, Ahmed Lehireche, Abdellatif Rahmoun, “Web Services Selection Based on Context Ontology and Quality of Services”, International Arab Journal of e-Technology, 1, No. 3, January 2010,pp98-105.

  • Amine Abdelmalek, Zakaria El Berichi, A.Rahmoun,: Classification Automatique Non supervisée de Documents Textuels basés sur Wordnet: 227-228.

  • Zakaria Elberrichi , Abdellatif Rahmoun ; « Towards Ontology Extraction from Data-Intensive Web Sites: An HTML Forms-Based Reverse Engineering Approach. » (1): 34-44 (2008)

  • Elberrichi, A. Rahmoun, « Experimenting N-Grams in Text Categorization », The International Arab Journal of Information Technology, Vol. 5, No. 1, January 2008
    Abdellatif Rahmoun, Zakaria Elberrichi:

    « Experimenting N-Grams in Text Categorization », Int. Arab J. Inf. Technol. 4(4): 377-385 (2007)

  • A. Lehireche, A. Rahmoun ; « On Applying an Evolutionary Engineering Method to Evolve a Neural Net XOR System », Scientific Journal of King Faisal University, Kingdom of Saudi Arabia, Vol.6, 2006, pp167-180.

  • A. Gafour, M.K. Feraoun, A. Rahmoun,” On Improving Processing speed of Image Fractal Compression Using Artificial Genetics Techniques », Scientific Journal of King Faisal University, Kingdom of Saudi Arabia, Vol.6, 2005.
  • A. Lehireche, A. Rahmoun , « Evolving in Real Time a Neural network Controller of Robot Arm: Track and Evolve », Informatica International Journal, 2004, Vol..15, N.1, pp63-76.
  • Rahmoun A., Benmohammed M., M.Elarbi Boudihir,  » New Genetic Algorithm/Neural Networks- Based Methodologies to Derive Optimal Fuzzy Systems », Arab Journal of science and engineering, Saudi Arabia, October 2000, Vol.25, N°2B
  • M Benmohammed,., Rahmoun, A., Kission: « Generating Reprogrammable Micro-coded Controllers within a High Level Synthesis Environment », Arab Journal of science and engineering, Saudi Arabia, Vol 25, N1B, April 2000.
  • Rahmoun A., Benmohammed M.: « Genetic algorithm based methodology to generate automatically optimal fuzzy systems, IEE proceedings on Control Theory, Great Britain, Vol 145, N 6, Nov.1998, pp583-586.
  • M. Benmohammed, A. Rahmoun.,.: « Automatic Generation of Reprogrammable Micro-coded Controllers within a High Level Synthesis Environment », Hewlett Packard/IEE proc.Comp.Digit.Tech., vol.145, N°3; UK.,
    May 1998.

Publications Nationales (Revues, Journaux& Livres)

Communications Internationales

  •  L. Baidar, A.Rahmoun, P.Lorenz, M.Mihoubi ; « PSO Variants for Localization Challenge in Wireless Sensor Network and Internet Of Thing. », Second International Workshop on Cryptography and its Applications (2’IWCA’19) ; 18-19-june 2019 ; Oran, Algeria.
  •  L. Baidar, A.Rahmoun, P.Lorenz, M.Mihoubi ; « Whale Optimization Approach for Optimization Problem In Distributed Wireless Sensor Networ » ; 20‐22 july 2019, Hammamet, Tunisia.
  • M.Mihoubi, A. Rahmoun; « Chicken Swarm Algorithm for range-based node localization in wireless sensor network », Proceedings of the Setit’16: Hammamet, Tunisia Nov., 2016.
  • Kheireddine Mekkaoui, Abdellatif Rahmoun:, « Short-hops vs. Long-hops – Energy Efficiency Analysis in Wireless Sensor Networks », roceedings of the Third International Conference on Computer Science and its Applications (CIIA’11), Saida, Algeria, December 13-15, 2011}., http://ceur-ws.org/Vol-825.
  • N.Keskes, A. Rahmoun, “Meaning Negociation based on merged individual context ontologyand part of semantic web ontology”, proceedings of the 2nd international workshop humanman-interaaction& image (IHMIM’14), hammamet, Tunisia may 2014.
  • K. mekkaoui, A.Rahmoun, “Short-hops vs. Long-hops – Energy efficiency analysis in Wireless Sensor Networks”, CIIA’11, Saida, 2011.
  • A. Rahmoun , F. Alsaade , M. Zahrani, « On Improving Multimodal Biometrics Verification Using Genetic Algorithms”, Proc. Of the 3rd Int.Conf E-Medical Systems, May 2010, Morocco.
  • A. Rahmoun , F. Alsaade , M. Zahrani, « A Method to Enhance Multi-Modal Biometric Fusion Using Neural Networks and Gentic Algorithms at a Decision level », Proc. Of the SIP’2009 IASTED, Honolulu, Hawai, USA, Aug.2009.
  • Boukelif Aoued , Rahmoun Abdellatif, « Performances Comparées, Implémentation Et Simulation D’attaques Sur Les Algorithmes Cryptographiques Des , Rsa , Idea , 3 Way Et Rc5 ». Conference MCSEAI’06, Agadir, Morroco, Dec 07-09 Dec, 2006.
  • A. Lehireche, A. Rahmoun « On Line Learning: Evolving in Real Time a Neural Net Controller of 3D- robot-arm: Track and Evolve « , p.153, Proceedings of The 4th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2006), March 8-11, 2006.
  • A. Lehireche, A. Rahmoun: The EE-Method, An Evolutionary Engineering Developer Tool: Neural Net Character Mapping. ACS/IEEE International conference on computer systems and application, AICCSA’05, CAIRO 2005; copyright IEEE 2005.
  •  » On Applying an Evolutionary Engineering Method to Evolve a Neural Net XOR System », A.Lehireche, A.Rahmoun, IEEE/ACS Proceedings of the AICCSA’03, june 2003, Tunis.
    “A Hybrid Intelligent System based on Neuro-Fuzzy Techniques and Genetic Algorithms”, S.A.Berrani, A.Rahmoun, accepted paper at IASTED International Conference (Ref. 329-048),
    Artificial Intelligence and Soft Computing (ASC 2001) May 10-24, 2001 Cancun, Mexico.

    “A Genetic-Based Neuro-Fuzzy Generator: NEFGEN”, A. Rahmoun, S.A.Berrani, IEEE/ACS Proceedings of the AICCSA’01, 26-29 june,Beirut, Lebanon.

  • “Highlights on Evolutionary Engineering: The EE-Method”, A.Lehireche, A.Rahmoun, A.Gafour, IEEE/ACS Proceedings of the AICCSA’01, 26-29 june,Beirut, Lebanon.
  • “ On Designing a Systolic Network for the Resolution of Linear Systems Using the  » Gauss-Seidel  » Method”, F.Z Hadjam, A.Rahmoun, M.Benmohammed, IEEE/ACS Proceedings of the AICCSA’01, 26-29 june,Beirut, Lebanon.
    F. Z. Hadjam and A. Rahmoun (University Djillali Liabes, Algeria). Modeling Real-Time Systems Using Timed Rewriting Logic RM Larbi (University of Batna, The International Arab Conference on Infromation Technology, ACIT 2000, Algeria
  • “ On Designing a Systolic Network for the Resolution of Linear Systems Using the » Gauss-Seidel Method” FZ.Hadjam, A.Rahmoun, proc. ACIT’00, October 31st – November 2nd, 2000, Zarka Private University, Jordan
  • “ NEFGEN: Une Méthodologie Hybride Neuro-Floue pour la Conception de Systèmes Experts Flous”, SA Berrani, A. Rahmoun, proceedings of the national conference DAT’00, 21-23 May 2000, Réghaia, Algeria, pp198-208.
  • “Conception de Processeurs Hétérogènes Dédiés à l’aide des Techniques de Synthèse Architecturales”, M.Benmohammed, S.Merniz, A. Rahmoun, M.Elarbi Boudihir, proceedings of international conference DAT’2000, 21-23 May 2000, Réghaia, Algeria, pp164-167.
  • « Fuzzy Logic, Neural Networks, and Genetic Algorithms as new Paradigms of Artificial Intelligence », Mr A. Rahmoun, Mr A.Gafour, Mr Z. El Berichi, Plenary Session , Conf.on Soft Comp.and Applications, CSCA’99, 18-19 Oct.1999, CDTA Algier.
  • « New Directions in Intelligent Control Theory », A. Rahmoun, ISPS’99, International conference , Algiers, 18-20 Oct.1999.
  • « Self-Tuning Fuzzy Systems Based on Genetic Algorithms and Adaptive Fuzzy Associative Methods »,
  • A. Rahmoun, accepted paper at IASTED’99, ref. 294-045, IASTED International Conference on Artificial Intelligence and Soft Computing, August 9-12, 1999 in Honolulu, Hawaii, USA.
  • Du Langage VHDL à la Spécification Hardware », M.Benmohammed, a.Rahmoun, SSA2’99, International conference , Blida 10-12 Mai 1999, vol.2, pp.739-745, Algeria.
  •  » Fuzzy Expert Systems and Multilayer Multilevel Feedforward Neural Networks: Application in Pattern Recognition and Classification », A. Rahmoun, M. Benmohammed, Z. El Berichi, SSA2’99, International conference , Blida 10-12 Mai 1999,vol.2, pp.438-445, Algeria.
    « Self-Tuning Fuzzy Systems Based on Genetic Algorithms and Adaptive Fuzzy Associative Memories », A.Rahmoun, M. Benmohammed, Mr Z. El Berichi, Proceedings of the MICCT’99, Mediterannean International Congress on Computer Technology, 1-3 juin 1999, Tizi Ouzou, Algeria, pp.289-298.
    « A Fuzzy Control System for an Autonomous Mobil Robot », M.Elarbi Boudihir, A.Rahmoun, J’NESMA-99, International conference on navy sciences, Tamentefous/GET, 29-31 Mai 1999, Algeria.
    – A.Rahmoun, A.Gafour, Z.El Berrichi, « Neural Networks, Fuzzy Systems and Genetic Algorithms as New Paradigms of Artificial Intelligence », CSCA’99, CDTA, Alger Sheraton 8-9 Nov.1999. Plenary Session, Proceedings of The CSCA’99, pp 2-6.
    – « Navigation of an Autonomous Robot and Computer Vision using Fuzzy Logic », M. Elarbi Boudihir,
    A. Rahmoun, IEEE/IEEJ/JSAI Int. Conf. On Intelligent Transportation Systems, Tokyo Japan, October 5-8,1999.
    – M. Elarbi-Boudihir, A. Rahmoun, D. Ziou. « Grasp of Road Work Information and Its Best Use. H. Yoshizawa. Travel time System by using Vehicle Information », u-tokyo.ac.jp/itsc99/, Japan, 99.
    M. Elarbi-Boudihir, A. Rahmoun, D. Ziou: ”A fuzzy control system for visual. guidance of an autonomous mobile robot”, Proc. of the IEEE/IEEJ/JSAI Intl,1999.
    -“ Self-tuning Fuzzy Systems based on Genetic Algorithms and Adaptive Fuzzy Associative Methods”, A.Rahmoun, M.Benmohamed, Z.El Berichi, Proceedings of the ASC’99, IASTED, Honolulu, USA, Oct.1999.
    -“A fuzzy Control System for Visual Guidance of an Autonomous Mobile Robot”, M.E.Boudihir, A. Rahmoun, D.Ziou, Proceedings of the ITSC’99, Oct.5-7, 1999, Tokyo, Japan.
     » Automatic Generation of Reprogrammable Microcoded Controllers within a High-level Synthesis Environment », M. Benmohammed, A. Rahmoun, Elarbi Boudihir, CNP’98, Tizi-ouzou, Algeria, 30-31 may 1998, proceedings, pp264-269.
     » A self-Tuning Methodology to Derive Optimal Fuzzy Expert Systems », A. Rahmoun, Elarbi Boudihir M., M. Benmohammed, Proceedings de CIMASI’98, 26-27-28 Oct.1998, International conference,
    Casa., Morroco, pp. 566-570.

    –  » On Generating Fuzzy Expert Systems by means of Genetic Algorithms and Competitive Learning »,
    A. Rahmoun, M. Benmohammed, acte de proceeding, CARI’98, Dakar, Sénégal, International Seminar, 12-15 oct.1998, ISBN 2-91-3184-00-6, pp.83-90.
    « The Application of High Level Synthesis Techniques for the Generation of micro-coded Reprogrammable Controllers », M. Benmohammed, A. Rahmoun, Elarbi Boudihir M., act of conference CARI’98, Dakar, Sénégal, International conference, 12-15 oct.1998, ISBN 2-91-3184-00-6, pp.307-316.
    « Estimation du mouvement pour la préhension d’objets », Larbi Boudihir M., R. Nourine, A. Rahmoun,
    M. Benmohammed, act of conference, CARI’98, Dakar, Sénégal, International conference , 12-15 oct.1998, ISBN 2-91-3184-00-6, pp.105-114.
    « Application des Techniques de Synthèse Architecturale pour la Conception de Processeurs Hétérogènes Industriels », M.Benmohammed, A.Rahmoun, M.Elarbi Boudihir, P.Kission, proceedings of International conference COMAEI’98,4-6 Déc.1998, Béjaia, Algeria, AJOT, ISSN 1111-357 X, pp. 96-99.
    «  » A self-Tuning Methodology to Derive Optimal Fuzzy Expert Systems », A. Rahmoun, Elarbi Boudihir M., M. Benmohammed, proc. International conference COMAEI’98,4-6 Déc.1998, Béjaia, Algeria, AJOT, ISSN 1111-357 X, pp. 228-231.
    « Automatic Generation of Fuzzy Systems by Genetic Algorithms and Competitive Neural Networks », proceedings of ‘the International Annual Conference ’, A. Rahmoun, M. Benmohammed, 22nd International Conf. on Computers and Industrial Engineering, 22nd Int. Conf. ICC&IE’97, Dec.20- 22,1997, Cairo, Egypt.
    -« Control fault process Diagnosis Using Fuzzy Classification in the Parity Space », A. Rahmoun, M. Benmohammed, 22nd International Conf. on Computers and Industrial Engineering, 22nd Int. Conf. ICC&IE’97, Dec.20-22,1997, Cairo, Egypt.
    « Automatic Generation of Fuzzy Systems by Genetic Algorithms and Competitive Neural Networks », acte de ‘the International Annual Conference ’, A. Rahmoun, M. Benmohammed, Elarbi Boudihir M., IEEA’97, Batna, 7-9 Dec.1997, Algeria. Proceedings of the IEEA’97, Vol.2 :Control Eng., pp 108-112.
    « Navigation Autonome d’un Robot Mobile basée sur la Vision et une Base de Connaissance », Elarbi Boudihir M., A.Rahmoun, M. Benmohammed, acte de ‘the International Annual Conference ’ IEEA’97, Batna, 7-9 Dec.1997, Algeria. Proceedings of the IEEA’97, Vol.2 :Control Eng., pp 11-15.
    « The Application of High-Level Synthesis Techniques for the Generation of Instruction-Set Architectures », M. Benmohammed, A. Rahmoun, Elarbi Boudihir M., acte de ‘the International Annual Conference ’ IEEA’97, Batna, 7-9 Dec.1997, Algeria. Proceedings of the IEEA’97, Vol.1 : Control Eng., pp 104-108.
    « Control fault process Diagnosis Using Fuzzy Classification in the Parity Space », A. Rahmoun, M. Benmohammed; acte de ‘the International Annual Conference ’ IEEA’97, Batna, 7-9 Dec.1997, Algeria. Proceedings of the IEEA’97, Vol.2 : Control Eng., pp 116-120.
    « Fuzzy systems and neural networks: A comparison of learning performances », Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, A. Rahmoun, M. Benmohammed, Elarbi Boudihir M., COMAEI’96, 3-5 Dec. 1996, Tlemcen, Algeria, proceedings of the International conference, published in AJOT (Algerian Journal Of Technology), ISSN 1111-357 X, Volume 1, pp 226-231.
    « Knowledge-based navigation of mobil robot », Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, Elarbi Boudihir M., A. Rahmoun,
    M. Benmohammed, COMAEI’96, 3-5 Dec. 1996, proceeding of the International conference, published in AJOT (Algerian Journal Of Technology), ISSN 1111-357 X, volume 1, pp60-67.
    -« Automatic Synthesis of Programmable Processor for Control System in High-Level Synthesis Environment », Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, M. Benmohammed, A. Rahmoun, Elarbi Boudihir M., COMAEI’96, 3-5 Dec. 1996, Tlemcen, Algeria, proceeding of the International conference, published in AJOT (Algerian Journal Of Technology), published in AJOT (Algerian Journal Of Technology), ISSN 1111-357 X, Volume 2, pp328-332.

Communications nationales

Responsabilités

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Parcours

PARCOURS ACADÉMIQUE:

  • from jan 2015 – present: : Full professor ; ESI of Sidi Bel-Abbes, [Higher school of computer science], Algeria
  • Sept 2009 – 2014: Full professor ; university of Sidi Bel-Abbes, Algeria
  • Sept 2001-july 2009: Assistant professor , King Faisal University, Saudi Arabia
  • Dec 1998-sept 2001: Assistant professor (MC), university of Sidi Bel-Abbes, Algeria Sept 1987-oct 1998: Assistant professor , university of Sidi Bel-Abbes, Algeria

PARCOURS PROFESSIONNEL: