Pr. ELMIR, Youssef

ELMIR, Youssef

LABScore : 696.265
LABScore depuis 2022 : 380.625

Membre de : Informatique en Nuage & Intelligence Artificielle

Personal Information

Location: Béjaia
Gender: M
Name: ELMIR
First name: Youssef
First name in Arabic: يوسف
Last name in Arabic: المير
Last degree: Habilitation
Year of last degree obtained: 2020
Last rank: Pr.
Year of last rank obtained: 2025
Status: P. H.E.
Main domain: Informatique
Membership start date: 2018-01-01
Attachment Structure: U. Béchar
Email: This email address is being protected from spambots. You need JavaScript enabled to view it.
Professional Email: This email address is being protected from spambots. You need JavaScript enabled to view it.
WOS ID: AAD-1382-2019
SCOPUS ID: 37121862100
ORCID Identifier: 0000-0003-3499-507X
Biography:

Youssef Elmir earned a Computer Engineering degree (2005) and later a DSc (2015) and Habilitation (2020) at Djillali Liabes University of Sidi Bel Abbes. He holds a Magister's in Computer Science from the University of Science and Technology of Oran - Mohamed Boudiaf (2007). After roles as Assistant Professor (University of Adrar 2008-2013) and Associate Professor (Tahri Mohammed University of Bechar 2014–2021), he has been at ESTIN (Amizour, Bejaia) since 2021, becoming Full Professor in 2025.

Scientific production

    Journal Publications

    Publishing in Category A

  • 358, Bechar, A., Medjoudj, R., ELMIR, Y., Himeur, Y. & Amira, A. (2025). Federated and transfer learning for cancer detection based on image analysis. Neural Computing and Applications (0941-0643)/(1433-3058), .
  • 311, BENKERZAZ, S., DENNAI, A., , , . & ELMIR, Y. (2023). Advancing Human-Computer Interaction: A Deep Learning Approach to Eye Tracking. Tobacco Regulatory Science (TRS) /(2333-9748), 9, 5229-5239.
  • 310, KHAIR, Y., DENNAI, A., , , . & ELMIR, Y. (2023). Cloud-Based Demand-Responsive Transportation System Using Forecasting Model. Arabian Journal for Science and Engineering (2191-4281)/(2193-567X), 48, 1-15.
  • 303, KHAIR, Y., DENNAI, A., , , . & ELMIR, Y. (2022). Dynamic and elastic monitoring of VMs in cloud environment. The Journal of Supercomputing /(1573-0484), .

    • Publishing in category A+

  • 312, Khennouche, F., ELMIR, Y., Himeur, Y., Djebari, N. & Amira, A. (2024). Revolutionizing generative pre-traineds: Insights and challenges in deploying ChatGPT and generative chatbots for FAQs. Expert Systems With Applications (0957-4174)/(1873-6793), 246, 123224.

    • Publishing in category B

  • 49, ELMIR, Y., NAIM, K., , , . & , ,. (2019). Secured Biometric Identification: Hybrid Fusion of Fingerprint and Finger Veins. International Journal of Information Technology and Computer Science(IJITCS) (2074-9007)/(2074-9015), 11, 30-39.
  • 247, ELMIR, Y., Elberrichi, Z., , , . & Adjoudj, R. (2014). Multimodal Biometric Using a Hierarchical Fusion of a Person’s Face, Voice, and Online Signature. Journal of Information Processing Systems (1976-913X)/(2092-805X), 10, 555-567.

    • Publishing in category C

  • 313, Bechar, A., ELMIR, Y., Medjoudj, R., Himeur, Y. & Amira, A. (2024). Transfer Learning for Cancer Detection based on Images Analysis. Procedia Computer Science , 239, 1903-1910.
  • 309, ELMIR, Y., Abdelaziz, A., , , . & HAIDAS, M. (2023). Design and Implementation of Embedded Biometric-Based Access Control System with Electronic Lock using Raspberry Pi. Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) (2338-3070)/(2338-3062), 9, 429-443.
  • 265, ELMIR, Y., Meriem, B., , , . & , ,. (2021). A Disease Identification System using Electronic Medical Records. Journal of Intelligent Computing (0976-9005)/(0976-9013), 12, 8-24.
  • 329, BENKERZAZ, S., ELMIR, Y., , , . & DENNAI, A. (2019). A Study on Automatic Speech Recognition. Journal of Information Technology Review (DLINE Journals) (0976-3511)/(0976-2922), 10, 77-85.
  • 179, ELMIR, Y., , , ., , , . & , ,. (2019). "Model–View–Controller based Online Face Recognition System, 2, 4, 9-57 ". "International Journal of Web Applications " (0974-7710)/(0974-7729), .
  • 178, ELMIR, Y., , , ., , , . & , ,. (2019). A Reduced Feature Representation based Online Signature Authentication, 2, 39-47. Journal of Information Security Research (JISR) (0976-4143)/(0976-4151), .
  • 138, BENKERZAZ, S., ELMIR, Y., , , . & DENNAI, A. (2019). A Study on Automatic Speech Recognition. Journal of Information Technology Review (0976-3511)/(0976-2922), 10, 77-85.
  • 144, ELMIR, Y., Adjoudj, R., , , . & Zakaria, E. (2011). Liquid State Machine based Fingerprint Identification,. Australian Journal of Basic and Applied Sciences (1991-8178)/(2309-8414), 5, 857-865.

    • Books

    Edited handout of a course

  • 137, ELMIR, Y. (2018). Systèmes d'Exploitation 1 Partie 1 (Cours).

    • Editor

    RELAB_EDITOR_C

  • ELMIR, Y. (2017). Proceedings des Journées Portes Ouvertes sur la Facultés des Sciences Exactes.
  • ELMIR, Y. (2012). Proceedings de la Conférence nationale sur l’informatique et les Technologies de l’Information et de la Communication.

Impact, visibility and academic attractiveness

    Communications at Scientific Conferences

    Communication to an International Conference with act

  • Human-Machine Interaction based on Eye Command: Algorithm to detect the movement of the eyes and recognize the command, Forum Intervention of Artificial Intelligence and Its Applications, . 2022, http://dspace.univ-eloued.dz/handle/123456789/10803, BENKERZAZ, S., ELMIR, Y. & DENNAI, A. , .  
  • A Hierarchical Fusion Strategy based Multimodal Biometric System, The International Arab Conference on Information Technology (ACIT’2013), . 2013, https://www.acit2k.org/ACIT/2013Proceedings/58.pdf, ELMIR, Y. , .  
  • Score level fusion based multimodal biometric identification, Conférence Internationale sur l’Informatique et ses Applications, . 2011, , ELMIR, Y. , .  
  • Spike Neural Network Based Fingerprint Identification, First International Conference on Image and Signal Processing and their Application, . 2009, , ELMIR, Y. , .  
  • Personal Identification by Fingerprints based on Gabor Filters., CIIA, . 2009, http://ceur-ws.org/Vol-547/101.pdf, ELMIR, Y. , .  
  • Gabor filters based fingerprint identification using spike neural networks, the 5th Sciences of Electronic, Technologies of Information and Telecommunication conference, . 2009, http://www.setit.rnu.tn/CDs%20SETIT/SETIT%202009/Information%20Processing/180.pdf, ELMIR, Y. , .  

    • Communication at an International Conference with Proceedings in the WOS

  • Evaluating Outputs Fusion Technique in Multimodal Human Activity Recognition: Impact of Modality Reduction on Performance Efficiency, 7th International Conference on Signal Processing and Information Security (ICSPIS), . 2024, https://ieeexplore.ieee.org/abstract/document/10812599, ELMIR, Y. , .  
  • Probabilistic Decision Tree Ensembles for Detecting Infectious Diseases using Routine Blood Tests, 2024 16th International Conference on Human System Interaction (HSI), . 2024, https://ieeexplore.ieee.org/abstract/document/10613555, ELMIR, Y. , .  
  • Harnessing transformers: A leap forward in lung cancer image detection, 2023 6th International Conference on Signal Processing and Information Security (ICSPIS), . 2023, https://ieeexplore.ieee.org/abstract/document/10344192, ELMIR, Y. , .  
  • Infectious Diseases Prediction Based On Machine Learning: The Impact Of Data Reduction Using Feature Extraction Techniques, International Conference on Healthcare Information Systems, . 2023, , ELMIR, Y. , .  
  • ECG classification using Deep CNN and Gramian Angular Field, IEEE BigDataService 2023, . 2023, , ELMIR, Y. , .  
  • The Contribution of the Neural Network to the Improvement of Speech Recognition, International Conference on Information Systems and Advanced Technologies, . 2021, https://ieeexplore.ieee.org/abstract/document/9678470/, BENKERZAZ, S., ELMIR, Y. & DENNAI, A. , .  
  • An Experimental Performance Evaluation of OpenNebula and Eucalyptus Cloud Platform Solutions, International Conference on Artificial Intelligence in Renewable Energetic Systems, . 2021, https://link.springer.com/chapter/10.1007/978-3-030-92038-8_45, KHAIR, Y., DENNAI, A. & ELMIR, Y. , .  
  • A Survey on Cloud-Based Intelligent Transportation System, International Conference in Artificial Intelligence in Renewable Energetic Systems, . 2020, https://link.springer.com/chapter/10.1007/978-3-030-63846-7_53, KHAIR, Y., DENNAI, A. & ELMIR, Y. , .  
  • Weather Forecasting Using Genetic Algorithm Based Artificial Neural Network in South West of Algeria (Béchar), International Conference in Artificial Intelligence in Renewable Energetic Systems (IC-AIRES2017), . 2017, , ELMIR, Y. , .  
  • Score Level Fusion Based Multimodal Biometric Identification (Fingerprint & Voice), The 6th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT), . 2012, https://ieeexplore.ieee.org/abstract/document/6481903/, ELMIR, Y. , .  

    • Communication to a National Conference with Proceedings

  • Deep Learning for Automatic Detection of Handguns in Video Sequences, 3rd edition of the National Study Day on Research on Computer Sciences (JERI 2019), . 2019, http://ceur-ws.org/Vol-2351/paper_69.pdf, ELMIR, Y., Laouar, S. A. & Hamdaoui, L. , .  

    • Jury member of DESM, doctorate or habilitation

    In the establishment

  • , DOCTORAT, Modèles et mécanismes pour la surveillance des réseaux de capteurs sans fil, , . 2021, , ELMIR, Y., Université Tahri Mohammed Béchar., I.  
  • , DOCTORAT, Modèles et mécanismes pour la Gestion d’énergie pour les réseaux de Capteurs Sans Fil, , . 2020, , ELMIR, Y., Université Tahri Mohamed de Béchar, R.  

    • National outside establishment

  • , DOCTORAT, Mashup des Données ‘’as a Service’’ (MDaaS) dans un Cloud Computing, , . 2023, , ELMIR, Y., Université Tahri Mohamed Bechar, R.  
  • , DOCTORAT, Gestion d’un trafic urbain à base d’un system intelligent, , . 2023, , ELMIR, Y., Université Tahri Mohamed Bechar, R.  
  • , DOCTORAT, Combinaison des techniques de compression et de datamining pour le Big data, , . 2023, , ELMIR, Y., Université Abderrahmane Mira de Béjaia, R.  

    • Project

    Specific Research Projects: Applied Research

  • 2019, 2021, , Application of Semantic Web Services in the field of Citizen Health, Electronic Health Management _Cloud Solution_, , , , DENNAI, A., ELMIR, Y., BACHIR, S., BENKERZAZ, S., SALMI, T., HIRECHE, S. et al.  

    • Specific Research Projects: Research Development

  • 2021, 2024, , Projet Socio-EconomiApplication des services web sémantiques dans le domaine des analyses médicales _ Solution Cloud _, , , , DENNAI, A., ELMIR, Y., HIRECHE, S., BENKERZAZ, S., SALMI, T. & SAIDI, A.  

    • President or member of the SC and/or the CO of a conference or a workshop

    International Hearing Conference with Proceedings

  • , https://www.univ-adrar.dz/icmit2020/, SC, M, The 2nd International Conference on Mathematics and Information Technology ICMIT'20, , . 2019, https://www.univ-adrar.dz/icmit2020/, ELMIR, Y..  
  • , The 3rd International Conference on Artificial Intelligence in Renewable Energetic Systems IC-AIRES'2019, SC, M, The 3rd International Conference on Artificial Intelligence in Renewable Energetic Systems IC-AIRES'2019, , . 2019, The 3rd International Conference on Artificial Intelligence in Renewable Energetic Systems IC-AIRES'2019, ELMIR, Y..  
  • , , SC, M, ICAIRES: International Conference in Artificial Intelligence in Renewable Energetic Systems, , . 2019, , ELMIR, Y..  
  • , , OC, M, The 3rd International Conference on Energy and. Sustainable Development ICESD'16, , . 2017, , ELMIR, Y..  
  • , https://ieeexplore.ieee.org/xpl/conhome/8250946/proceeding, SC, M, The International Conference on Mathematics and Information Technology ICMIT'17, , . 2017, https://ieeexplore.ieee.org/xpl/conhome/8250946/proceeding, ELMIR, Y..  
  • , , OC, M, Conférence Internationale sur l’Énergie et le Développement Durable, , . 2011, , ELMIR, Y..  

    • National conference or periodic seminar

  • , , SC, M, The 1st Doctoral Students Day-Computer Science 2018 (DSD-CS'2018), , . 2018, , ELMIR, Y..  
  • , http://ceur-ws.org/Vol-1849/, OC, C, Journées Portes Ouvertes sur la Facultés des Sciences Exactes JPOSE’17, , . 2017, http://ceur-ws.org/Vol-1849/, ELMIR, Y..  
  • , , OC, M, Conférence Nationale sur les Energies Renouvelables et leurs Applications, , . 2014, , ELMIR, Y..  
  • , http://ceur-ws.org/Vol-942/, OC, M, Conférence nationale sur l’informatique et les Technologies de l’Information et de la Communication, , . 2012, http://ceur-ws.org/Vol-942/, ELMIR, Y..  

    • Directed and/or defended dissertations or theses

    Thesis of Doctorate / DESM (concerns the candidate member of the team and the thesis director)

  • , Une Gestion Intelligente du Transport Public a la Demande à Base de Cloud, , . 2022, , KHAIR, Y., DENNAI, A. & ELMIR, Y., , Université Tahri Mohamed de Béchar.  

    • Final graduation project dissertation [master, engineer, medical science] (subject taken in the laboratory)

  • , Réalisation d’un Système Biométrique Embarqué basé sur le Réseau GSM, , . 2021, , Abdeldjalil, A., ELMIR, Y. & HAIDAS, M., , Université Tahri Mohamed de Béchar.  
  • , Realization of a Road Traffic Prediction System, , . 2021, , Hassen, E. & ELMIR, Y., , Université Tahri Mohamed de Béchar.  
  • , Accès Restreint Basé sur identification Biométrique. Etude de Cas : Laboratoire des Réseaux Intelligents & Energies Renouvelables, , . 2020, , Toufik, N., Mohammed, B. & ELMIR, Y., , Université Tahri Mohamed de Béchar.  
  • , Réalisation d’un système d’identification des maladies à partir des dossiers médicaux électroniques, , . 2020, , Merien, B. & ELMIR, Y., , Université Tahri Mohamed de Béchar.  
  • , (8), Conception et Réalisation d'un Système Expert Juridiques de Consultation -le code de la Famille Algérien-, , . 2019, , Kacemi, A., Reguieg, Y. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (7), Réalisation et Optimisation d'un Système Multi-biométrique -la Fusion au niveau des Scores basé sur les Algorithmes Génétiques-, , . 2019, , Ferdi, A. Y. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (10), La détection des armes dans les séquences vidéo, , . 2018, , Hamdaoui, L., Laouar, S. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (9), Implémentation d'un Système Multi-Biométrique basé sur la fusion au niveau des Classificateurs, , . 2018, , Sabri, M. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (11), La Reconnaissance des Expressions Faciales, , . 2017, , Mehdaoui, Y., Abbassi, A. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (13), La Reconnaissance Biométrique de la Frappe au Clavier, , . 2016, , Kail, S., Ghazi, D. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (12), La Reconnaissance des Gestes de la Main, , . 2016, , Benayad, A., Touhami, R. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , (14), Un Système Biométrique basé sur la Fusion des Empreintes Digitales et les Veines des Doigts, , . 2015, , Khelifi, N. & ELMIR, Y., , Université Tahri Mohammed Bechar.  
  • , Un Réseau Social basé sur l’Authentification Biométrique, , . 2014, , Soumer, M. & ELMIR, Y., , Université d'Adrar.  
  • , Data Mining appliqué au Système Biométrique Multimodal (visage et empreinte digitale), , . 2013, , Soulimani, H. & ELMIR, Y., , Université d'Adrar.  
  • , Un système biometrique Multimodal, , . 2013, , Bouchareb, B., Bahamou, A. O. & ELMIR, Y., , Université d'Adrar.  
  • , Un système automatique pour la génération des emplois du temps basé sur le logiciel national gestion de scolarité SEES, , . 2012, , Bouziane, H. & ELMIR, Y., , Université Abou Bekr Belkaid de Tlemcen.  

Suitability and interactions with the economic, cultural and social environment

    Organization of scientific tours, exhibitions or other activities for the dissemination of science and technology and the dissemination of scientific culture

    Participation or organization of program, film or report

  • , Emission sur Radio Algérie à Béchar à propos de la préparation de la conférence Internationale IC-AIRES'2019, L'objectif était la sensibilisation des habitants de la wilaya de Béchar et spécialement les habitants de la ville de Taghit sur l'organisatin de cette conférence internationale et présenter les différentes avantages du choix de la ville de Taghit pour des raisons scientifiques ainsi que touristiques pour attirer l'attention des grands chercheurs du domaines à participer à cette conférence., ELMIR, Y. 2019, R.  
  • , Emission sur la conférence internationale IC-AIRES2019 à la radio régionale de Béchar, , BENOUDJAFER, C. & ELMIR, Y. 2019, M.