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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)

1- Livres

2- Chapitres livre :

  • « Short-Hops vs. Long-Hops: Energy-Efficiency Analysis in Wireless Sensor Networks  » Mekkaoui Kheireddine, Rahmoun Abdellatif (Chapter 5: pages 74-83)
    BOOK title: « Network Security Technologies: Design and Applications », Abdelmalek Amine,et al; IGI Global, headquartered in Hershey, Pennsylvania (USA)
    ISBN13: 9781466647893|ISBN10: 1466647892|EISBN13: 9781466647909|, DOI: 10.4018/978-1-466
    http://www.igi-global.com/chapter/short-hops-vs-long-hops/105802
  • « AGGE:A Novel Method to Automatically Generate Rule Induction Classifiers Using Grammatical Evolution » R. Mazouni; A. Rahmoun;; 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 http://link.springer.com/chapter/10.1007%2F978-3-319-10422-5_30
  • « An Enhanced Bat Algorithm for Parallel Localization Based on a Mobile Beacon Sensor in Wireless Sensor Networks », Mihoubi Miloud, Abdelaltif Rahmoun, Pascal Lorenz: Chapter in book « Applied Soft Computing and Communication Networks » ; ISSN 2367-3370 ISSN 2367-3389 (electronic) ; ISBN 978-981-15-3851-3 ISBN 978-981-15-3852-0 (eBook)
    https://doi.org/10.1007/978-981-15-3852-0 DOI 978-981-15-3852-0_4, © 2020
  • «A Novel Bat Algorithm for Line-of-Sight Localization in Internet of Things and Wireless Sensor Network” Mihoubi Miloud, Rahmoun Abdellatif and Pascal Lorenz ;;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
  • « AGGE:A Novel Method to Automatically Generate Rule Induction Classifiers Using Grammatical Evolution » ; R. Mazouni; A. Rahmoun; 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 ; http://gpbib.cs.ucl.ac.uk/gp-html/Mazouni_2014_IDC.html

3- Publications internationales :

  • Meriem Arbaoui, Mohamed-El-Amine Brahmia, Abdellatif Rahmoun and Mourad Zghal.
    Title: “Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers”,  Journal: “ACM Transactions on Intelligent Systems and Technology (TIST)” DOI: 10.1145/3678182  Published 17/07/2024. Publisher: ACM https://dl.acm.org/doi/10.1145/3678182  

  • Gaouar Adil, Souaad Hamza-Cherif, Abdelatif Rahmoun, « MalariaScope: leveraging explainable ai for enhanced malaria diagnosis through deep learning-based blood cell classification »
    STUDIES IN ENGINEERING AND EXACT SCIENCES, ISSN 2764-0981, v.5, n.2, of 2024;
    DOI: https://doi.org/10.54021/seesv5n2-750 https://ojs.studiespublicacoes.com.br/ojs/index.php/sees/issue/view/118

  •  

    MEHDI Adil Gaouar,Souaad Hamza Cherif,Abdellatif Rahmoun, »Explainable AI for early malaria detection using stacked-LSTM and attention mechanisms », Informatics in Medicine Unlocked ,Elsevier 57 (101667)
    Science Direct, Elsevier, 2025. https://www.sciencedirect.com/science/article/pii/S2352914825000553

  • Fatima Zohra Lebbah, Moussa Larbani, Abdellatif Rahmoun, “Closed Itemset Mining: A graph theory perspective”, Vol 48,  No 8 (2024), informatica, an International Journal of Computing and Informatics, Slovenia; https://www.informatica.si/index.php/informatica/issue/view/254/showToc DOI: https://doi.org/10.31449/inf.v48i8.5480

  • Achraf Nasser Eddine BELFERD; Hamdan BENSENANE; Abdellatif RAHMOUN; “A scalable and cost-effective forest fire detection approach using deep transfer learning on a Raspberry Pi cluster”, Applied Computer Science,2026; DOI: 10.35784/acs_8125, ISSN:2353-6977

  • DEMRI Mohammed; RAHMOUN Abdellatif; OMARI Mohammed; “Energy Efficient Clustering in Wireless Sensors Network using Adaptive Levy-Flight Firefly Algorithm”;; International Journal of Computing and Digital Systems, Volume 13, Issue 01 , Jan 2023; http://dx.doi.org/10.12785/ijcds/130165

  • Freha Mezzoudj,Abdellatif Rahmoun, Slimani Ahmed; « Improving Fake Profile Detection: A Hybrid Machine Learning Approach with Negative and Clonal Selection »; July 2025; Journal of Information Systems Engineering & Management 10(56s):868-876; DOI: 10.52783/jisem.v10i56s.12030

  • « Energy Efficient Clustering in Wireless Sensor Network using Adaptive Lévy-Flight Firefly Algorithm”; Mohammed DEMRI ; Abdellatif RAHMOUN; Mohammed OMARI; International Journal of Computing and Digital Systems, IJCDS, Vol. 13, Issue 01,Apr.2023 ; DOI: http://dx.doi.org/10.12785/ijcds/130165; ISSN: 2210-142X; https://journal.uob.edu.bh/handle/123456789/4769

  • « A deep learning-based cardio-vascular disease diagnosis system »; Hamdan Bensenane, Djemai Aksa, Walid Fethallah Omari, Abdellatif Rahmoun; Indonesian Journal of Electrical Engineering and Computer Science Vol. 25, No. 2, February 2022, pp. 963~971 ISSN: 2502-4752, DOI: 10.11591/ijeecs.v25.i2.pp963-971.

  • « A deep learning-based cardio-vascular disease diagnosis system »; Hamdan Bensenane, Djemai Aksa, Walid Fethallah Omari, Abdellatif Rahmoun; Indonesian Journal of Electrical Engineering and Computer Science Vol. 25, No. 2, February 2022, pp. 963~971 ISSN: 2502-4752, DOI: 10.11591/ijeecs.v25.i2.pp963-971.
  • « A deep learning-based multimodal biometric system using score fusion » ; IAES, International journal of artificial intelligence » ; Chahreddine Medjahed, Abdellatif Rahmoun, Christophe Charrier, Freha Mezzoudj ;; Vol.11, i;pp65-80, 2022, ISSN 2089-4872; e-ISSN 2252-8938 ;DOI: http://doi.org/10.11591/ijai.v11.i1.pp65-80.- ; « 
  • « A hybrid Harrison Hawk optimization based on differential evolution for the node localization problem in IoT networks » ; Lotfi BaïdarLotfi BaïdarAbdellatif RahmounMiloud Mihoubi ; February 2022, International Journal of Communication Systems ; https://onlinelibrary.wiley.com/journal/10991131; DOI: 10.1002/dac.5129
  • A Balanced Traffic Routing Using the Bio-inspired Traversing and Marking Metaheuristics » ; Cheikh Mouilah, Abdellatif Rahmoun  ; Revue d’Intelligence Artificielle 34(1): 39-44 (2020) ;http://www.iieta.org/journals/ria/paper/10.18280/ria.340105; Revue d’Intelligence Artificielle ISSN:0992499X, Publisher: Lavoisier
  • « Intelligent Technique Based on Enhanced Metaheuristic for Optimization Problem in Internet of Things and Wireless Sensor Networks » ; Miloud Mihoubi, Abdellatif Rahmoun, Meriem Zerkouk, Pascal Lorenz, Lotfi Baidar, (2020) , International Journal of Grid and High Performance Computing, 12, 3, 17 ; https://doi.org/10.4018/IJGHPC.2020070102
  • « Efficient GPU-based parallelization of solvation calculation for the blind docking problem » ; .Hocine Saadi, Nadia Nouali-Taboudjemat, Abdellatif Rahmoun, Baldomero Imbernon, Horacio Emilio Pérez Sánchez, José M. Cecilia:, ; J. Supercomput. 76(3): 1980-1998 (2020) ; https://link.springer.com/article/10.1007/s11227-019-02834-5; The journal of supercomputing, Springer

Journal of Supercomputing ISSN:09208542; e-ISSN: 15730484 ; Springer

  • « Moth Flame Optimization Algorithm Range-Based for Node Localization Challenge in Decentralized Wireless Sensor Networks » ;Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz:». IJDST 10(1): 82-109 (2019)
  • “ An Effective Bat algorithm for Node Localization in Distributed WSN” ; Mihoubi Miloud, Rahmoun Abdellatif, Pascal Lorenz, ; Wiley,  (2019) 213; .https://doi.org/10.4018/978-1-5225-8100-0.ch009- ;
  • “Efficient GPU‑based parallelization of solvation calculation for the blind docking problem », Hocine Saadi · Nadia Nouali Taboudjemat · Abdellatif Rahmoun ·, Baldomero imberonَ, Horacio Perez‑Sanche · José M. CeciliaThe 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
  • “Moth Flame Optimization Algorithm Range-Based for Node Localization Challenge in Decentralized Wireless Sensors”, Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz: Network International Journal of Distributed Systems and Technologies (IJDST) Volume 10, Issue 1; january-March 2019. ; https://www.igi-global.com/ViewTitle.aspx?TitleId=218827.
  • “Metaheuristic RSSI based for node localization in distributed wireless sensor networks”; Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz: .GIIS 2017:pp 64-70; IEEE-Explore; https://ieeexplore.ieee.org/document/8169811
  • « Optimal Hop Lengths to Ensure Minimum Energy Consumption in Wireless Sensor Networks » ;  Kheireddine Mekkaoui, Abdellatif Rahmoun:  IJTD 9(4): 1- (2018) ; https://www.igi-global.com/article/optimal-hop-lengths-to-ensure-minimum-energy-consumption-in-wireless-sensor-networks/212761
  • « Meaning negotiation based on merged individual context ontology and part of semantic web ontology »Nabil Keskes, Abdellatif Rahmoun:. IJICT 11(3): 352-368 (2017) ; https://www.inderscience.com/info/inarticle.php?artid=86830
  • « Metaheuristic RSSI based for node localization in distributed wireless sensor network ». Miloud Mihoubi, Abdellatif Rahmoun, Pascal Lorenz:  GIIS 2017: 64-70 ; https://ieeexplore.ieee.org/document/8169811
  • « Parallel Desolvation Energy Term Calculation for Blind Docking on GPU Architectures » ;  Hocine Saadi, Nadia Nouali-Taboudjemat, Abdellatif Rahmoun, Baldomero Imbernon, Horacio Pérez Sánchez, José M. Cecilia:». 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
  • « Meaning Negotiation based on merged individual Context Ontology and Part of semantic Web Ontology ; N. Keskes, A. Rahmoun, « , Int. J. of Information and Communication Technology; Inderscience Publishers; switzerland; october 2014 ; https://www.inderscience.com/info/inarticle.php?artid=86830
  • Analysis of hops length in wireless sensor Networks »; K.Mekkaoui, A. Rahmoun: » Journal of Computer Science & Communications, Wireless Sensor Networks; http://www.scirp.org/journal/wsn/; june 2014.
  • « On ComparingVerification Performances of Multimodal Biometrics Fusion Techniques » ;  R.Mazouni, A.Rahmoun, « » .International Journal of Computer Applications IJCA,NewYork (0975-8887) Volume 33-No.7, Novembre 2011 ; https://www.ijcaonline.org/archives/volume33/number7/4033-5774
  • « Web Services Selection Based on Mixed Context and Quality of Service » ; Ontology Nabil Keskes, Ahmed Lehireche, Abdellatif Rahmoun, “ ”, ,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, https://www.ccsenet.org/journal/index.php/cis/article/view/10030
  • « Towards Ontology Extraction from Data-Intensive Web Sites: An HTML Forms-Based Reverse Engineering Approach. » Zakaria Elberrichi , Abdellatif Rahmoun ; « T (1): 34-44 (2008) ; https://www.semanticscholar.org/paper/Towards-Ontology-Extraction-from-Data-Intensive-Web-Benslimane-Malki/3f2628bcf216121dc1cb23d3898154c3bdcad333
  • « Experimenting N-Grams in Text Categorization ; A. Rahmoun Z. Elberrichi, , « , The International Arab Journal of Information Technology, Vol. 5, No. 1, January 2008, https://ccis2k.org/iajit/PDF/vol.4,no.4/13-Rahmoun.pdf
  • On Applying an Evolutionary Engineering Method to Evolve a Neural Net XOR System ; A. Lehireche, A. Rahmoun ; «  », Scientific Journal of King Faisal University, Kingdom of Saudi Arabia, Vol.6, 2006, pp167-180 ; https://www.academia.edu/4570875/The_EE_method_an_evolutionary_engineering_developer_tool_neural_net_case_study- ,” On Improving Processing speed of Image Fractal Compression Using Artificial Genetics Techniques », A. Gafour, M.K. Feraoun, A. Rahmoun ; Scientific Journal of King Faisal University, Kingdom of Saudi Arabia, Vol.6, 2005. https://www.ijcotjournal.org/archive/ijcot-v4p305
  • 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 ; https://informatica.vu.lt/journal/INFORMATICA/article/938/info
  • 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
  • « Genetic_algorithm_based_methodology_to_generate_automatically_optimal_fuzzy_systems », A. Rahmoun, SA Berrani,

https://www.academia.edu/4570888/Genetic_algorithm_based_methodology_to_generate_automatically_optimal_fuzzy_systems

  • Generating Reprogrammable Micro-coded Controllers within a High Level Synthesis Environment M Benmohammed,., Rahmoun, A., Kission: «  », IEE int.Journal, Volume 145, Issue 3, May 1998, p. 155 – 160 ; DOI:  10.1049/ip-cdt:19981970 , Print ISSN 1350-2387, Online ISSN 1359-7027; https://digital-library.theiet.org/content/journals/10.1049/ip-cdt_19981970
  • Genetic algorithm based methodology to generate automatically optimal fuzzy systems ; Rahmoun A., Benmohammed M.: « , IEE proceedings on Control Theory, Great Britain, Vol 145, N 6, Nov.1998, pp583-586.

https://digital-library.theiet.org/content/journals/10.1049/ip-cta_19982414

  • Automatic Generation of Reprogrammable Micro-coded Controllers within a High Level Synthesis Environment ; M. Benmohammed, A. Rahmoun.,.: «  », Hewlett Packard/IEE proc.Comp.Digit.Tech., vol.145, N°3; UK., May 1998. Volume 145, Issue 3, May 1998, p. 155 – 160 ; DOI:  10.1049/ip-cdt:19981970 , Print ISSN 1350-2387, Online ISSN 1359-7027
    https://digital-library.theiet.org/content/journals/10.1049/ip-cdt_19981970a

Publications Nationales (Revues, Journaux& Livres)

Communications Internationales

  • Meriem Arbaoui, Mohamed-El-Amine Brahmia and Abdellatif Rahmoun. Title: “A review of IoT architectures in smart healthcare applications”. Conference: “The Seventh International Conference on Fog and Mobile Edge Computing (FMEC 15 December 2022)” DOI: 10.1109/FMEC57183.2022.10062841 Publisher: IEEE https://ieeexplore.ieee.org/document/10062841

  • Meriem Arbaoui, Mohamed-El-Amine Brahmia and Abdellatif Rahmoun.
    Title: “Towards secure and reliable aggregation for Federated Learning protocols in healthcare applications.”
    Conference: “2022 Ninth International Conference on Software Defined Systems (SDS 2022)”
    DOI: 10.1109/SDS57574.2022.10062923
    Publisher: IEEE https://ieeexplore.ieee.org/document/10062923

  •  

    Meriem Arbaoui, Mohamed-El-Amine Brahmia, Abdellatif Rahmoun and Mourad Zghal.
    Title: “Optimizing Shapley Value for Client Valuation in Federated Learning through Enhanced GTG-Shapley”, Conference: The 20th International Wireless Communications and Mobile Computing (IWCMC), Ayia Napa, Chypre, DOI: 10.1109/IWCMC61514.2024.10592437
    Published: 17/07/2024, Publisher : IEEE, https://ieeexplore.ieee.org/document/10592437

  • Ahmed Slimani; Abdellatif Rahmoun, “Artificial Immune System and Machine Learning: “A Synergistic Approach for Banking Fraud Detection”, EDIS’2024 IEEE proceedings of the 4th International Conference on Embedded & Distributed Systems, 3 5 November 2024, Béchar, Algeria, pp16-21.
    https://ieeexplore.ieee.org/document/10783380
  • Ahmed Rafik El-Mehdi BAAHMED and Abdellatif Rahmoun, “A deep learning based navigation assistant for people with visual impairment”; 2024 International Conference on Mechanical; Manufacturing, Robotics and Control Engineering (MMRCE 2024). (Print ISSN: 1742-6588, Online ISSN:1742-6596) from IOP Publishing, indexed in databases as EI Compendex, CAS, ProQuest, CPCI, Scopus, etc.; https://mmrce.easyaca.com.cn/
  • Chahreddine Medjahed; Abdellatif Rahmoun; Christophe Charrier;  » On an Empirical Study: Face Recognition using Machine Learning and Deep Learning Techniques »; 10th International Conference on Information Systems and Technologies Proceedings, 2024. https://dl.acm.org/doi/10.1145/3447568.3448521
  • Ahmed Slimani, Mezzoudj Freha, Abdellatif Rahmoun, »Predicting Diabetes Using an {MLP} Neural Network Optimized by a Clonal Selection Algorithm »,2024 International Conference of the African Federation of Operational;(AFROS’24) »,3 to 5 November, 2024, Tlemcen, Algeria (Hybrid)
    African Federation of Operational Research Societies (AFROS), International Conference of the – Conference Table of Contents | IEEE Xplore
  • Belferd, A.N.E.; Rahmoun, A., “A Single Board Computer and its Cluster Applications”, 2022 2nd International Conference on Advanced Electrical Engineering, ICAEE 2022; DOI: 10.1109/ICAEE53772.2022.9962136; ISBN: 9781665417419
  • Lotfi Baïdar, Abdellatif Rahmoun, Miloud Mihoubi, Miloud MihoubiShow, « A novel bio-inspired approach based on Spotted Hyenas for Suicide Prediction »; International Conference on Information Systems and Advanced Technologies (ICISAT), Dec.2021, DOI: 10.1109/ICISAT54145.2021.9678475
    https://onlinelibrary.wiley.com/doi/full/10.1002/dac.5129?msockid=38c2072830096a192dfe102431106b6d
  • Seyf Eddine Hasnaoui, Boudouaia Mohammed Amine, Samir Ouchani, Abdellatif Rahmoun; « DLSTM-SCM– A Dynamic LSTM-Based Framework for Smart Supply Chain Management »; December 2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE); DOI: 10.1109/WETICE57085.2023.10477821
  • Achraf Nasser Eddine Belferd, Abdellatif Rahmoun, « A Short Study on Single Board Computer and its Cluster Applications »;The 17th International Conference on Grid, Cloud, & Cluster Computing; (GCC’21: July 26-29, 2021, USA) https://ieeexplore.ieee.org/document/9962136
  • “A review of IoT architectures in smart healthcare applications”, Meriem Arbaoui, Mohamed-El-Amine Brahmia, Abdellatif Rahmoun; The Seventh International Conference on Fog and Mobile Edge Computing; Paris, France, 12-15 Dec, 2022 (FMEC2022); proceed; IEEE Xplore; Dec;12-15, 2022, Paris, France, https://ieeexplore.ieee.org/document/10062841; DOI: 10.1109/FMEC57183.2022.10062841
  • – “’Towards secure and reliable aggregation for Federated Learning protocols in healthcare applications »”, Meriem Arbaoui, Mohamed-El-Amine Brahmia and Abdellatif Rahmoun; proceed; of the The Ninth International Conference on Software Defined Systems (SDS-2022)’; IEEE Xplore; https://ieeexplore.ieee.org/document/10062923; DOI: 10.1109/SDS57574.2022.10062923 ;
  • – « Node Localization in WSN and IoT Using Harris Hawks Optimization Algorithm »Dr. Miloud Mihoubi, Prof. Abdellatif Rahmoun and Prof. Pascal Lorenz; GLOBECOM 2021 – 2021 IEEE Global Communications Conference; -11 December 2021 // Madrid, Spain ; https://globecom2021.ieee-globecom.org/; https://ieeexplore.ieee.org/document/9685105
  • – « PSO Variants for Localization Challenge in Wireless Sensor Network and Internet Of Thing. », L. Baidar, A.Rahmoun, P.Lorenz, M.Mihoubi ; Second International Workshop on Cryptography and its Applications (2’IWCA’19) ; 18-19-june 2019 ; Oran, Algeria.
  • -« Sentiment analysis by Spotted Hyenas: Application on ‎Suicide Prediction » ; K.Zerrouki, Reda Mohamed Hamou and Abdellatif Rahmoun ;2nd Conference of Artificial Intelligence and its Applications (AIAP2021) ; EL-Oued, Algeria, September 28-30, 2021.
  • -« Whale Optimization Approach for Optimization Problem In Distributed Wireless Sensor Networ » L. Baidar, A.Rahmoun, P.Lorenz, M.Mihoubi ;  ; 20-22 july 2019, SETIT’19-Hammamet, Tunisia.
  • -« Chicken Swarm Algorithm for range-based node localization in wireless sensor network », M.Mihoubi, A. Rahmoun; Proceedings of the Setit’16: Hammamet, Tunisia Nov., 2016.
  • -« Short-hops vs. Long-hops – Energy Efficiency Analysis in Wireless Sensor Networks », Kheireddine Mekkaoui, Abdellatif Rahmoun:, roceedings of the., http://ceur-ws.org/Vol-825.
  • – « Parallel Desolvation Energy Term Calculation for Blind Docking on GPU Architectures » ;  Hocine Saadi, Nadia Nouali-Taboudjemat, Abdellatif Rahmoun, Baldomero Imbernon, Horacio Pérez Sánchez, José M. Cecilia:». ICPP Workshops 2017: 16-22
  • -“Meaning Negociation based on merged individual context ontologyand part of semantic web ontology N.Keskes, A. Rahmoun, ”, proceedings of the 2nd international workshop humanman-interaaction& image (IHMIM’14), hammamet, Tunisia may 2014.
  • – Short-hops vs. Long-hops – Energy efficiency analysis in Wireless Sensor Networks K. mekkaoui, A.Rahmoun, “ ”, CIIA’11, Saida, 2011.
  • – On Improving Multimodal Biometrics Verification Using Genetic Algorithms A. Rahmoun , F. Alsaade , M. Zahrani, « ”, Proc. Of the 3rd Int.Conf E-Medical Systems, May 2010, Morocco.
  • -« A Method to Enhance Multi-Modal Biometric Fusion Using Neural Networks and Gentic Algorithms at a Decision level »A. Rahmoun , F. Alsaade , M. Zahrani, , Proc. Of the SIP’2009 IASTED, Honolulu, Hawai, USA, Aug.2009.
  • -« Performances Comparées, Implémentation Et Simulation D’attaques Sur Les Algorithmes Cryptographiques Des , Rsa , Idea , 3 Way Et Rc5  Boukelif Aoued , Rahmoun Abdellatif, ». Conference MCSEAI’06, Agadir, Morroco, Dec 07-09 Dec,2006.
  • – On Line Learning: Evolving in Real Time a Neural Net Controller of 3D-robot-arm: Track and Evolve A. Lehireche, A. Rahmoun «  », p.153, Proceedings of The 4th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2006), March 8-11, 2006. https://www.bibsonomy.org/bibtex/2ebfafce08066b1a6fccb15b9493b8b87/dblp.
  • – « The EE-Method, An Evolutionary Engineering Developer Tool: Neural Net Character Mapping »A. Lehireche, A. Rahmoun:. ACS/IEEE International conference on computer systems and application, AICCSA’05, CAIRO 2005; copyright IEEE 2005. https://ieeexplore.ieee.org/document/1387126
  • – – » 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”, , IEEE/ACS Proceedings of the AICCSA A. Rahmoun, S.A.Berrani “’01, 26-29 june,Beirut, Lebanon, https://ieeexplore.ieee.org/document/933946
  • – « 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.
  • – « Modeling Real-Time Systems Using Timed Rewriting Logic RM Larbi « , F. Z. Hadjam and A. Rahmoun. 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”, 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 », proceedings of the national conference DAT’2000, 21-23 May 2000, , A. Rahmoun, M.Elarbi Boudihir, Réghaia, Algeria, pp198-208.
  • – “Conception de Processeurs Hétérogènes Dédiés à l’aide des Techniques de Synthèse Architecturales”, 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 , Int.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, 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 », A.Rahmoun, A.Gafour, Z.El Berrichi, M.Elarbi Boudihir, J’NESMA-99, International conference on navy sciences, Tamentefous/GET, 29-31 Mai 1999, Algeria.
  • -« Neural Networks, Fuzzy Systems and Genetic Algorithms as New Paradigms of Artificial Intelligence », – A. Rahmoun  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.
    « Grasp of Road Work Information and Its Best Use. H. Yoshizawa. Travel time System by using Vehicle Information »,- M. Elarbi-Boudihir, A. Rahmoun, D. Ziou. u-tokyo.ac.jp/itsc99/, Japan, 99.
  • – ”A fuzzy control system for visual. guidance of an autonomous mobile robot”, M. Elarbi-Boudihir, A. Rahmoun, D. Ziou: 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 », , Elarbi 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 », -, A. Rahmoun, M. Benmohammed,proceedings of ‘the International Annual Conference ’ 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 », A. Rahmoun, M. Benmohammed, Elarbi Boudihir M acte de ‘the International Annual Conference ’, 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 », Boudihir M., A.Rahmoun, M. Benmohammed Elarbi, 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 », Rahmoun, M. Benmohammed, Elarbi ; Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, A. 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 », – Elarbi Boudihir M., A. Rahmoun, M. Benmohammed Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, , 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 », M. Benmohammed, A. Rahmoun, Elarbi Boudihir Acte de la 2ème Conférence Maghrébine d’Automatique, d’Electrotechnique et d’Electronique Industrielle, 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

Projets de recherche : financés par le gouvernement

Project Title

Domain

Date of contract

Title

Contrôle intelligent et Systèmes *

AI, Connexionism, Fuzzy logic, Artificial Genetics, neuro-symbolic

July 1997

Ref.B2201/02/97

Sidi Bel _Abbes

Director of Project: Head of research

Spécification et description des architectures

*

Architectures of micro-programmed Systems, VHDL, ASIP, parallel architectures, CAD.

Feb.1994

Ref.B2201/-/02/94

Sidi Bel _Abbes

Member of Project: Head of research

Conception de systèmes à base de connaissances à partir des images satellitaires indéxées par contenu. Aide à l’interprétation et à la prise de decision.

Computer Vision, identification, Decision-Making systems , AI

Jan.2000

Ref. B2201/05/99

Sidi Bel _Abbes

Member of Project: Head of research

Knowledge Acquisition

AI, Connexionism, Fuzzy logic, Artificial Genetics, neuro-symbolic, neuro-fuzzy, data mining

Jan.2000

Ref. B2201/01/2000

Sidi Bel _Abbes

Member of Project: Head of research

Systèmes cryptographiques et protection de l’information

Data Encryption System, PGP, RC5, DEA, IDEA,…

Jan.2000

Ref. B2201/01/2000

Sidi Bel _Abbes

Director of Project: Head of research

Evolutionary engineering & Distributed Information Systems Laboratory

AI, Genetic Programming, Artificial Genetics, Artificial Immune Systems, data mining, Evolutionary Engineering

Jan.2001

Sidi Bel _Abbes

Member of Project: Head of research

Design of Intelligent Decision-making systems

AI, Connexionism, Fuzzy logic, Artificial Genetics, neuro-symbolic, neuro-fuzzy, data mining, Evolutionary Engineering

Jan.2001

PNR Ref.088-06

Sidi Bel _Abbes

Director of Project: Head of research

Fusion biometrique multimodale

Techniques avancees de l’IA pour l’optimisation des performances d’identification des personnes a partir de fusion biometrique.

Cnepru ref. B*02120110005, May 2011, Algeria

Directeur de projet

« Smart city : Sécurité Publique par vidéo surveillance »

Deep learning, Video processing, image processing,machine learning.

PRFU, C00L07ES220120180003 ; 2018-2021

Directeur de projet

“IoT-Based system for Medical Assistance Using Machine Learning”

Embedded systems, IoT, Cloud, Big Data, Deep leanrinig, Machine leanring, Video Processing.

PRFU, C00L07ES220120220001; 2022-2025

Directeur de projet

  • Head of CISCo laboratory (Computational Intelligence and Soft Computing, LabRI, ESI-SBA) funded by the Algerian governement Research Laboratory LabRI, ESI-SBA Algeria.

Responsabilités

  • Responsable de Domaine Informatique/Mathématique de l’école supérieure en informatique de Sidi Bel-Abbès
  • Président de la sous-commission d’habilitation Universitaire de la région Ouest
  • Membre représentant des enseignants professeurs de la commission paritaire de l’ESI-SBA.

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: