Activities

Invitation to attend the official launch events for the doctoral program.

قسم الآداب و اللغة الفرنسيةقسم الآداب و اللغة الفرنسية
Invitation to attend the official launch events for the doctoral program. The Director of the University is honored to invite you to attend the official launch of the PhD training for the academic year 2024/2025 under the supervision of the Minister of Higher Education and Scientific Research, who will deliver a speech via video conferencing on Tuesday, May 13, 2025, starting at 9:00 AM in the main lecture hall. Therefore, we request that you work on and ensure wide dissemination of this event and invite and attend: – Successful PhD students for the academic year 2024/2025. – All registered PhD students. – Heads and members of PhD training committees. – Directors and heads of scientific research laboratory teams. – Department heads. Download...اقرأ أكثر

A Meeting to Address the Issues of the University Website

saloua bourmadaكلية العلوم والتكنولوجيا
A meeting was held today under the presidency of Mr. Reda Mahliyen, head of the university’s website, with the attendance of department heads and the dean of the college. The attendees discussed the challenges facing the college’s website, emphasizing the need to address them to ensure the platform’s efficiency. The meeting affirmed that the website serves as the central communication hub for all members of the university community (students, faculty, and administration). It was stressed that the platform must become the sole official source of information to enhance transparency and facilitate accurate and timely access to data....اقرأ أكثر

Activity of the Faculty of Sciences and Technology on the Occasion of the May 8, 1945 Events

saloua bourmadaكلية العلوم والتكنولوجيا
Activity of the Faculty of Sciences and Technology on the Occasion of the May 8, 1945 Events The Faculty of Sciences and Technology organized a series of cultural and scientific activities to commemorate the events of May 8, 1945, a pivotal historical milestone in Algerian memory, particularly due to the horrific massacres that marked the Algerian people’s struggle for freedom and dignity. These events aimed to honor the victims, strengthen historical awareness among students and new generations, and emphasize the importance of preserving collective memory. Highlighted Activities of the Commemoration Documentary Exhibitions: Rare archival photos and documents were displayed, reflecting the atrocities of the massacres and testimonies of survivors. Documentary Screenings: Films showcased firsthand accounts and analyses of the role of memory in shaping national identity. Memorial Ceremonies: Moments of silence and symbolic wreath-laying to honor the victims. Symbolic and Educational Objectives: Connecting Past to Present: By highlighting lessons learned from history. Promoting Peace Values: Through dialogues on the importance of tolerance in building societies. Engaging Students: By involving them in educational and artistic activities that strengthen national belonging. These initiatives underscore the role of universities as vital spaces for preserving historical identity and fostering a generation conscious of justice and freedom....اقرأ أكثر

saloua bourmadaكلية العلوم والتكنولوجيا
The Cultural and Scientific Activities Department at the Faculty of Sciences and Technology organized a series of events to commemorate the massacres of May 8, 1945, a painful historical event etched in both Algerian and global collective memory. These activities aimed to honor the memory of the victims, raise historical awareness, and promote the values of peace and tolerance among new generations. Key events included:         1.Photo and Document Exhibitions: Displaying rare archival materials reflecting the atrocities and testimonies of survivors. Documentary Screenings: Showcasing films documenting firsthand accounts and analyzing the role of collective memory in shaping identity. Art Workshops: Students created artworks rejecting violence and celebrating human values. Memorial Ceremonies: Observing moments of silence and laying symbolic wreaths to honor the victims. These initiatives highlight the role of academic institutions in preserving historical memory and connecting it to the present, while emphasizing the importance of education and the arts in fostering dialogue and understanding among nations. Such events undoubtedly contribute to immortalizing the victims’ legacy and building a future rooted in justice and human dignity....اقرأ أكثر
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Opening of the Faculty’s Discussion Hall

كلية العلوم الاقتصادية, التجارية و علوم التسييركلية العلوم الاقتصادية, التجارية و علوم التسيير
Yesterday, May 7, 2025, Professor Abdelouahed Chellah, Rector of Abbas Laghrour University Khenchela, presided over the opening ceremony of the new discussion hall at the Faculty of Economics, Business, and Management Sciences. The ceremony was attended by the university’s administrative staff, including the Vice-Rector, the Secretary-General, deans of faculties, professors, and staff. This achievement is a part of the university’s ongoing efforts to improve pedagogical conditions and provide modern spaces that keep pace with technological developments and digitization requirements, ensuring the discussion of academic theses in a comfortable and effective academic environment. The opening ceremony included symbolic honors, supervised by the Dean of the Faculty, Prof. Abdeljalil Djebbari, in recognition of the tremendous efforts and continuous contributions of the University President, the Secretary-General, and Professor Dr. Darbouch Mohamed Taher, in an atmosphere pervaded by gratitude, appreciation, and respect....اقرأ أكثر

Announcement for Third-Year Media Students

قسم العلوم الإنسانية
Announcement for Third-Year Media StudentsProfessor Zakia Menasra announces the scheduling of a practical examfor third-year Media studentsin the course Methodology Workshop,to be held on Sunday, May 4, 2025, and Monday, May 5, 2025,during the regular class sessions for each group, at the usual time and in the usual room. 📌 Note: Students must bring double-sided sheets and all technical cards related to the course.Attendance is mandatoryDepartment Administration...اقرأ أكثر

Announcement – Practical Examination for First-Year Master’s Students in Audiovisual Studies

قسم العلوم الإنسانية
Announcement – Practical Examination Professor Abdelhalim Amara announces the scheduling of a practical examinationfor first-year Master’s students in Audiovisual Studiesin the course Audiovisual Laboratory, as follows: 🔸 Assignment:Produce an audiovisual content (e.g., a Video Podcast)on a topic relevant to university youth such as: entrepreneurship, employment, mental health, migration, unemployment, etc. 🔹 The project must include: Selection of the podcast topic, defining its objective and target audience. A description of how one episode will be prepared. Explanation of how audio and music elements will be integrated. A short voice-over/opening paragraph (3 to 5 lines). Key editing steps that will be applied to the recorded episode. 🔸 Final work submission date:Tuesday, May 6 and Wednesday, May 7, 2025 during practical sessions.Department Administration...اقرأ أكثر

Pedagogical meeting

saloua bourmadaكلية العلوم والتكنولوجيا
My colleagues, greetings. According to the recommendations of the administration, we inform you that the pedagogical meeting has been scheduled for the months of April and May as the last pedagogical meeting for the academic year 2024/2025  Monday 12 May 2025 at 13.00 – Professors’ Hall – Greetings  Department Management...اقرأ أكثر

Supervision-Research laboratory “knowledge engineering and it security”

الإدارةالإدارة
  Doctoral thesis defended 01 Study of some nonlinear boundary problems of fractional order (Laadjal Zaid). 02 Approximation of certain Classes of Evolution Problems by a pseudo-Spectral method (Chettouh Abdeldjali). 03 Dynamics of the Legyel-Epstein Reaction-Diffusion System and its Generalizations (Mansouri Djamel). 04 A New Energy-Efficient Approach to Resource Allocation in Coud Computing Systems. (Saidi Karima) 05 An approach to interoperability between interconnected objects in the context of the Internet of Things. (Benkhaled Sihem). 06 AI approach for the composition of services in the Internet of Things (Internet of Things IoT) by analyzing user needs. (Boucetti Rabeh). 07 Learning Methods Based Approach for Dynamic Load Balancing in CloudIoT. (Benabbes Sofiane) 08 A Deep learning approach for 3D reconstruction. (Mehdi Mellah) 09 Swarm intelligence-based approaches for interpretable sentiment analysis. (Bakhouche Maamar). 10 Communications security in an Internet of Things context. (Bettayeb Sami) 11 On the properties of the solutions of certain functional equations coming from dynamic programming. (Derouiche Djamila) 12 Variational analysis of some boundary problems in electroelasticity and electroviscoelasticity with damage. (Gossa Mohamed Elaid)                           Doctoral thesis in progress-Computer science 01 Proposal of a coalition formation algorithm for multi-agent systems. Sid Nabila 02 Design of a neural model for natural language translation Messaoudi Diaa Eddine 03 Descriptive modeling of collaborative practices in a human learning computing environment Ghaoui Sara 04 Learning a multi-criteria decision model for cost and performance optimization in the Cloud Bezza Youcef 05 Skeletal joint-based approach for human action recognition Bouguerra Adil 06 Reasoning based on cases for the pooling of semantic web knowledge: discovery of web services Bouzennada Abderaouf 07 Securing the Internet of Things   Benamor Zahia 08 An organizational multi-agent approach for the design of ambient intelligence systems Safir Samir 09 Semantic interoperability in an IoT system Chemini Naoual 10 Formal models for the design of multi-agent systems. Sabeg Samra 11 A novel SMA-based approach for prediction, detection and fault tolerance in IoT systems Sekkiou Amel 12 Knowledge Representation in IoT: Semantic Modeling and Reasoning Amara Fatima Zohra 13 Swarm Intelligence Approaches for Performance Optimization of Internet of Things Applications in Fog Infrastructure Maarouk Chouaib 14 Knowledge representation of interoperable cyber physical systems based on deep reinforcement learning Hafidi Mohamed Elmadani 15 Semantic modeling of individual and global objectives for dynamic planning in multi-agents under high uncertainty Guerroudj Bochra 16 A Machine Learning-based approach for managing cyber-physical systems Azeri Nabila 17 Contribution to the specification and formal analysis of cyber-physical systems: Application to Industry 4.0 Bouheroum Ayoub 18 Formal approach to the design of coordination mechanisms. Foughali Youcef 19 Authentication protocols in the Internet of Things Zerraza Imane                             Doctoral thesis in progress-Mathematics 01 Inverse problems for some strongly coupled parabolic systems Boussaada Mourad 02 On inverse problems for degenerate parabolic equations Nouar Maroua 03 Carleman inequalities for singular parabolic equations and applications Nedjma Mahdi 04 Controllability of Stochastic Partial Differential Equations Hamdi Noudjoud 05 On fractional evolution problems with integral conditions Ouled Khaled Oualid 06 Nonexistence of weak solutions to fractional differential evolution equations and systems Khirani Mostafa 07 On optimizing EDP problems Soudani Abdelkader 08 Methods of nonlinear analysis applied to certain functional differential equations of fractional order Bouzriba Houssam 09 Solving Fractional Differential Equations by the fractional analysis method Time-discretization method… Bekakra Youcef 10 Carleman inequalities for singular parabolic equations and applications Nedjma Mahdi 11 On inverse problems for degenerate parabolic equations Nouar Marwa 12 Study of a class of nonlinear boundary problems of fractional order Khaldi Soumia  ...اقرأ أكثر

Events And Manifestation -Research laboratory “knowledge engineering and it security”

الإدارةالإدارة
Communications International communications 01 Agaba, R.,Malah, M.,Abbas, F.,Babahenini, MC3D Facial Reconstruction Based on a Single Image Using CNN. Communications in Computer and Information Science, 2024, 1940 CCIS, pp. 15–26   02 Belkebir, M.,Maarouk, TM,Nini, B.,Belkebir, D.Semantic-Layer: A High-Level Semantic Ontology For Data-Driven Approaches. International Conference on Decision Aid Sciences and Applications, DASA 2023, 2023, pp. 213–217 03 Belkebir, M.,Maarouk, TM,Nini, B.Integrating Ontology with Imaging and Artificial Vision for a High-Level Semantic: A Review. Lecture Notes in Networks and Systems, 2023, 573 LNNS, pp. 32–41 04 Amara, FZ,Djezzar, M.,Hemam, M.,Tiwari, S.,Hafidi, MM Unlocking the Power of Semantic Interoperability in Industry 4.0: A Comprehensive Overview. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023, 14382 LNCS, pp. 82–96 05 N. Chemini, O. Hioual and SM Hemam, “Semantic Interoperability in Electronic Health Record System Based on Blockchain Technology: a Survey,” 2023 5th International Conference on Pattern Analysis and Intelligent Systems (PAIS), Sétif, Algeria, 2023, pp. 1-8, doi: 10.1109/PAIS60821.2023.10321985. 06 Sabeg, S.,Maarouk, TM,El Habib Souidi, Mr.Formal Specification and Verification for Organization-based systems: A Survey. 4th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2022 – Proceedings, 2022 07 A. Bouheroum, D. Benmerzoug, SM Hemam, F. Belala, A. Lehamdi and R. Aouissate, “A Formal Integrated Approach for Cyber Physical Systems,” 2022 4th International Conference on Pattern Analysis and Intelligent Systems (PAIS), Oum El Bouaghi, Algeria, 2022, pp. 1-7, doi: 10.1109/PAIS56586.2022.9946900. 08 Madani, H.M.,Djezzar, M.,Mounir, H.,Zianou, AS,Maimour, M. Semantic Models and Machine Learning Approach in CPS:A Survey. CEUR Workshop Proceedings, 2022, 3335, pp. 130–149. 09 Amara, FZ,Hemam, M.,Amara, T.,Djezzar, M.Ontological Modeling of ERP for Industry 4.0 CEUR Workshop Proceedings, 2022, 3335, pp. 161–170 10 Abbas, F.,Malah, M.,Babahenini, MCAttentional Conditional Generative Adversarial Network for Ambient Occlusion Approximation. Communications in Computer and Information Science, 2022, 1589 CCIS, pp. 349–361 11 Amine, D.,Hichem, H.,Soumia, Z.Binary Archimedes Optimization Algorithm based Feature Selection for Regression Problem. 4th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2022 – Proceedings, 2022 12 N. Azeri, O. Hioual and O. Hioual, “Towards an Approach for Modeling and Architecting of Self-Adaptive Cyber-Physical Systems,” 2022 4th International Conference on Pattern Analysis and Intelligent Systems (PAIS), Oum El Bouaghi, Algeria, 2022, p. 1-7, doi: 10.1109/PAIS56586.2022.9946921. 13 Azeri, N.,Zouikri, Z.,Rezgui, M.,Hioual, O.,Hioual, O.Fault Prediction Using Supervised and Unsupervised Learning Algorithms in Cyber Physical Systems. 2nd IEEE International Conference on New Technologies of Information and Communication, NTIC 2022 – Proceeding, 2022 14 Ledmi, A.,Ledmi, M.,El Habib Souidi, Mr.Fault Tolerance in Cloud Computing: A Survey . Proceedings – 2021 IEEE International Conference on Recent Advances in Mathematics and Informatics, ICRAMI 2021, 2021 15 LEDMI, Makhlouf, LEDMI, Abdeldjalil, and SOUIDI, Mohammed El Habib. Classification of XML Documents Using Semantic Resources. In: 2021 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI). IEEE, 2021. p. 1-5. 16 LEDMI, Abdeldjalil, LEDMI, Makhlouf, and SOUIDI, Mohammed El Habib. Fault Tolerance in Cloud Computing: A Survey. In: 2021 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI). IEEE, 2021. p. 1-6. 17 AMARA, Fatima Zahra, HEMAM, Mounir, DJEZZAR, Meriem, et al. Semantic Web Technologies for Internet of Things Semantic Interoperability. In: The International Conference on Information, Communication & Cybersecurity. Springer, Cham, 2021. p. 133-143. 18 RAHAB, Hichem, ZITOUNI, Abdelhafid, and DJOUDI, Mahieddine. Arabic Fake News and Spam Handling: Methods, Resources and Opportunities. In: 2021 International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP). IEEE, 2021. p. 1-7. 19 SOUIDI, Mohammed El Habib, MAAROUK, Toufik Messaoud, and LEDMI, Abdeldjalil. Multi-agent Ludo Game Collaborative Path Planning based on Markov Decision Process. In: Inventive Systems and Control. Springer, Singapore, 2021. p. 37-51. 20 ZEGGARI, Ahmed, SEGHIR, Zianou Ahmed, and HACHOUF, Fella. Re-weighting features selection based on wrapper filter and genetic algorithms for figurative images recognition. In: 2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA). IEEE, 2021. p. 1-6. 21 ESHKUVATOV, Zainidin, LAADJAL, Zaid, and ISMAIL, Shahrina. Numerical treatment of nonlinear mixed Volterra-Fredholm integro-differential equations of fractional order. In: AIP Conference Proceedings. AIP Publishing LLC, 2021. p. 020006. 22 MESSAI, Oussama, CHETOUANI, Aladine, HACHOUF, Fella, et al. No-reference stereoscopic image quality predictor using deep features from cyclopean image. 2021. 23 MESSAI, Oussama, CHETOUANI, Aladine, HACHOUF, Fella, et al. Deep Quality evaluator guided by 3D Saliency for Stereoscopic Images. 2021. 24 RAHAB, Hichem, DJOUDI, Mahieddine, and ZITOUNI, Abdelhafid. Sentiment Analysis of Arabic Documents: Main Challenges and Recent Advances. In: Natural Language Processing for Global and Local Business. IGI Global, 2021. p. 307-331. 25 Bouheroum, A.,Benmerzoug, D.,Hemam, SM,Belala, F.From CA-BRS to BPMN: Formal Approach for Modeling Adaptive Security in Cyber-Physical Systems. CEUR Workshop ProceedingsThis link is disabled., 2021, 3067, pp. 149–163 26 Messaoudi, DE,Nessah, D.,Siam, A.Intelligent System for Part-of-Speech Tagging Using Convolutional Neural Network on Arabic Language. IET Conference ProceedingsThis link is disabled., 2021, 2021(8), pp. 207–219 27 BEZZA, Asma, MERAH, Elkamel, AMEUR-BOULIFA, Rabea, et al. Formalization and Refinement Proof for Embedded Systems. In: 2020 4th International Symposium on Informatics and its Applications (ISIA). IEEE, 2020. p. 1-6. 28 SAIDI, Karima and HIOUAL, Ouassila. Task Scheduling-Energy Efficient in Cloud Computing. In: International Conference in Artificial Intelligence in Renewable Energetic Systems. Springer, Cham, 2020. p. 533-540. 29 MEHALAINE, Ridha and BOUTEKKOUK, Fateh. Energy Consumption Reduction in Real Time Multiprocessor Embedded Systems with Uncertain Data. In: Computer Science On-line Conference. Springer, Cham, 2020. p. 46-55. 30 BENKHALED, Sihem, HOUASSI, Hichem, and HEMAM, Mounir. A Quantum Particle Swarm Optimization Approach for Feature Selection in the Data Classification. The 8th International Seminary on Computer Science Research at Feminine (RIF2019)At: Constantine 2 University Abdelhamid Mehri. 31 BOUCETTI, Rabah, HEMAM, Sofiane Mounine, and HIOUAL, Ouassila. Multicriteria Approach for Discovering IoT Services. In: International Conference on Computing Systems and Applications. Springer, Cham, 2020. p. 208-219. 32 BENABBES, S. and HEMAM, SM An Approach Based on (Tasks-VMs) Classification and MCDA for Dynamic Load Balancing in the CloudIoT. In: International Conference in Artificial Intelligence in Renewable Energetic Systems. Springer, Cham, 2019. p. 387-396. 33 SAIDI, Karima, HIOUAL, Ouassila, and SIAM, Abderrahim. A DSL-MCDA Model for Energy Consumption-Aware in Cloud Computing. In: 2019 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC). IEEE, 2019. p....اقرأ أكثر

Publications -Research laboratory “knowledge engineering and it security”

مخبر بحث "هندسة المعارف و الأمن المعلوماتي"
  International  Publications 01 Souidi, M. E. H., Ledmi, M., Maarouk, T. M., Siam, A., & Ledmi, A. Multi-Agent Dynamic Leader-Follower Path Planning Applied to the Multi-Pursuer Multi-Evader Game. COMPUTING AND INFORMATICS, 2024, 42(5), 1158–1183. https://doi.org/10.31577/cai_2023_5_1158 02 Amara, F.Z., Djezzar, M., Hemam, M., Tiwari, S. A real-time semantic based approach for modeling and reasoning in Industry 4.0. International Journal of Information Technology , 2024, 16(1), pp. 507–515   03 Laishui Lv, Ting Zhang, Peng Hu, Dalal Bardou, Shanzhou Niu, Zijun Zheng, Gaohang Yu, Heng Wu. An improved gravity centrality for finding important nodes in multi-layer networks based on multi-PageRank. Expert Systems with Applications, Volume 238, Part D, 2024, 122171, https://doi.org/10.1016/j.eswa.2023.122171. 04 Souidi, M.E.H., Maarouk, T.M., Ledmi, M., Ledmi, A., Rahab, H. Multi-Pursuer Multi-Evader Games Based on Dynamic Elimination Priorities of the Dominated Strategies. Journal of Computer and Systems Sciences International, 2023, 62(2), pp. 398–411   05 Messaoudi, N., Hicham, H., Messaoud, M.T., Elkamel, H.M.  Multi-Layer Consistency Validation of IoT Systems with UML Inheritance Dynamic Diagrams via SPIN Model Checking. Ingenierie des Systemes d’Information, 2023, 28(6), pp. 1533–1547 06 Maarouk, T.M., Souidi, M.E.H., Ledmi, M., Sabeg, S. Formalization of BPMN Gateways using the DD-LOTOS Formal Language. Journal of Communications Software and Systems, 2023, 19(4), pp. 254–263   07 Othmane, M.B., Siam, A., Moumen, H. Minimal synchrony for implementing Timely Provable Reliable Send primitive with Byzantine failures. International Journal of Parallel, Emergent and Distributed Systems, 2023, 38(4), pp. 280–287 08 Sid, N., Djezzar, M., El Habib Souidi, M., Hemam, M. NEW GAME-THEORETIC CONVOLUTIONAL NEURAL NETWORK APPLIED for the MULTI-PURSUER MULTI-EVADER GAME. Computing and Informatics, 2023, 42(3), pp. 546–567   09 Laishui Lv, Dalal Bardou, Yanqiu Liu, Peng Hu. Deep Autoencoder-like non-negative matrix factorization with graph regularized for link prediction in dynamic networks. Applied Soft Computing, Volume 148, 2023, 110832, https://doi.org/10.1016/j.asoc.2023.110832. 10 Hamida Bouaziz, Dalal Bardou, Meryem Berghida, Samir Chouali, Ali Lemouari. A novel hybrid multi-objective algorithm to solve the generalized cubic cell formation problem. Computers & Operations Research, Volume 150, 2023, 106069, https://doi.org/10.1016/j.cor.2022.106069. 11 Ahmed Seghir, Z., Djezzar, M., Hemam, M., Zeggari, A., Hachouf, F. Stereo image quality assessment using deformed pixels and Sobel magnitude. Journal of Intelligent and Fuzzy Systems, 2023, 44(5), pp. 7599–7611   12 Hafidi, M.M., Djezzar, M., Hemam, M., Amara, F.Z., Maimour, M. Semantic web and machine learning techniques addressing semantic interoperability in Industry 4.0. International Journal of Web Information Systems, 2023, 19(3-4), pp. 157–172   13 Gherbi, T., Zeggari, A., Seghir, Z.A., Hachouf, F. Entropy-Guided Assessment of Image Retrieval Systems: Advancing Grouped Precision as an Evaluation Measure for Relevant Retrievals. Informatica (Slovenia), 2023, 47(7), pp. 1–10 14 Messai, O., Chetouani, A., Hachouf, F., Ahmed Seghir, Z. 3D saliency guided deep quality predictor for no-reference stereoscopic images. Neurocomputing, 2022, 478, pp. 22–36   15 Ledmi, M., El Habib Souidi, M., Hahsler, M., Ledmi, A., Kara-Mohamed, C. Mining association rules for classification using frequent generator itemsets in arules package. International Journal of Data Mining, Modelling and ManagementThis link is disabled., 2023, 15(2), pp. 203–221   16 Benamor, Z., Seghir, Z.A., Djezzar, M., Hemam, M. A comparative study of machine learning algorithms for intrusion detection in IoT networks. Revue d’Intelligence Artificielle, 2023, 37(3), pp. 567–576   17 Bezza, Y., Hioual, O., Hioual, O., Yiltas-Kaplan, D., Gürkaş-Aydin, Z. MOOA-CSF: A MULTI-OBJECTIVE OPTIMIZATION APPROACH FOR CLOUD SERVICES FINDING Computing and Informatics, 2023, 42(4), pp. 896–922 18 Malah, M., Hemam, M., Abbas, F. 3D face reconstruction from single image with generative adversarial networks.  Journal of King Saud University – Computer and Information Sciences, 2023, 35(1), pp. 250–256   19 Gherbi, T., Zeggari, A., Ahmed Seghir, Z., Hachouf, F. An evaluation metric for image retrieval systems, using entropy for grouped precision of relevant retrievals.  Journal of Intelligent and Fuzzy Systems, 2023, 45(3), pp. 3665–3677   20 Bettayeb, S., Messai, M.-L., Hemam, S.M. A robust and efficient vector-based key management scheme for IoT networks.  Ad Hoc Networks, 2023, 149, 103250 21 Benabbes, S., Hemam, S.M. AN APPROACH BASED ON GENETIC AND GRASSHOPPER OPTIMIZATION ALGORITHMS FOR DYNAMIC LOAD BALANCING IN CLOUDIOT.  Computing and Informatics, 2023, 42(2), pp. 364–391   22 Rahab, H., Haouassi, H., Souidi, M.E.H., …Mahdaoui, R., Bekhouche, M. A Modified Binary Rat Swarm Optimization Algorithm for Feature Selection in Arabic Sentiment Analysis. Arabian Journal for Science and Engineering, 2023, 48(8), pp. 10125–10152   23 Rahab, H., Haouassi, H., Laouid, A. Rule-Based Arabic Sentiment Analysis using Binary Equilibrium Optimization Algorithm. Arabian Journal for Science and Engineering, 2023, 48(2), pp. 2359–2374.  24 Boussalem, M., Aitouche, S., Hamouma, M., Rahab, H., Bekhouche, A. BBMA-MDS: Binary Biology Migration Algorithm for Multi-Document Text Summarization. Revue d’Intelligence Artificielle, 2023, 37(5), pp. 1147–1158.   25 Haouassi, H., Mahdaoui, R., Chouhal, O.A discrete equilibrium optimization algorithm for breast cancer diagnosis.  Intelligent Data Analysis, 2023, 27(4), pp. 1185–1204   26 Bekhouche, M., Haouassi, H., Bakhouche, A., Rahab, H., Mahdaoui, R. Improved binary crocodiles hunting strategy optimization for feature selection in sentiment analysis.  Journal of Intelligent and Fuzzy Systems, 2023, 45(1), pp. 369–389 27 Haouassi, H., Bekhouche, A., Rahab, H., Mahdaoui, R., Chouhal, O. Discrete Student Psychology Optimization Algorithm for the Word Sense Disambiguation Problem.  Arabian Journal for Science and EngineeringThis link is disabled., 2023. 28 Souidi, M.E.H., Haouassi, H., Ledmi, M., Maarouk, T.M., Ledmi, A. A discrete particle swarm optimization coalition formation algorithm for multi-pursuer multi-evader game.  Journal of Intelligent and Fuzzy Systems, 2023, 44(1), pp. 757–773   29 Abbas, F., Malah, M., Babahenini, M.C. Approximating global illumination with ambient occlusion and environment light via generative adversarial networks. Pattern Recognition Letters, 2023, 166, pp. 209–217   30 Abdelaali, B., Hichem, H., Mahdaoui, R., Hichem, R., Makhlouf, L. ADCSA-WSD: Adapted Discrete Crow Search Algorithm for Word Sense Disambiguation.  Revue d’Intelligence Artificielle, 2022, 36(1), pp. 131–138   31 Haouassi, H., Mahdaoui, R., Chouhal, O., Bekhouche, A. An efficient classification rule generation for coronary artery disease diagnosis using a novel discrete equilibrium optimizer algorithm.  Journal of Intelligent and Fuzzy Systems, 2022, 43(3), pp. 2315–2331   32 Hichem, H., Elkamel, M., Rafik, M., Mesaaoud, M.T., Ouahiba, C. A new binary grasshopper optimization algorithm for feature selection problem.  Journal of King Saud University – Computer and Information Sciences, 2022, 34(2), pp. 316–328   33 Amara, F.Z., Hemam, M., Djezzar, M., Maimor, M. Semantic Web and Internet of Things: Challenges, Applications and Perspectives. Journal of ICT Standardization, 2022, 10(2), pp. 261–292   34 BOUCETTI, Rabah, HEMAM, Sofiane Mounine, et HIOUAL, Ouassila. An approach based on genetic algorithms and neural networks for QoS-aware IoT services composition. Journal of King Saud University-Computer and Information Sciences, 2022. 35 MESSAI, Oussama, CHETOUANI, Aladine, HACHOUF, Fella, et al. 3D Saliency guided Deep Quality predictor for No-Reference Stereoscopic Images. Neurocomputing, 2022. 36 HICHEM, Haouassi, RAFIK, MEHDAOUI, et OUAHIBA, Chouhal. New Discrete Crow Search Algorithm for Class Association Rule Mining. International Journal of Swarm Intelligence Research (IJSIR), 2022, vol. 13, no 1, p. 1-21. 37 Laishui Lv, Dalal Bardou, Peng Hu, Yanqiu Liu, Gaohang Yu. Graph regularized nonnegative matrix factorization for link prediction in directed temporal networks using PageRank centrality, Chaos, Solitons & Fractals, Volume 159, 2022, 112107, https://doi.org/10.1016/j.chaos.2022.112107. 38 Zahi, O., Ramoul, H. Fixed...اقرأ أكثر