Research Lab Publications
2025
| [1] | Ouahiba Remadnia, Faiz Maazouzi and Djalel Chefrour (2025) Hybrid Book Recommendation System Using Collaborative Filtering and Embedding Based Deep Learning. Informatica , 49(8), 189-203 |
2024
| [2] | Belkis BORDJ (2024) Qualitative study of solutions for certain nonlinear delay dynamic equations on a time scale. university of souk ahras |
| [3] | Djalel Chefrour, Yasser Sedira and Samir Chabbi (2024) An Intersection Attack on the CirclePIN Smartwatch Authentication Mechanism. IEEE Internet of Things Journal , 11(7), 12485-12494 |
| [4] | Abdelhamid MEHAMDIA (2024) Usingconjugategradientmethods for regression function. university of souk ahras |
| [5] | Bachir BARROUK, Mohammed BELLOUFI, Benzine rachid and Taher BACHAOUETTE (2024) An improved PRP conjugate gradient method for optimization computation. Int. J. Nonlinear Anal. Appl , 15 (2024) 11, 139–147(ISSN: 2008-6822), 139–147, http://dx.doi.org/10.22075/ijnaa.2023.28524.3918 |
2023
| [6] | Amina Hallal, Mohammed Belloufi and Sellami Badreddine (2023) A new hybrid CG method as convex combination. Mathematical Foundations of Computing , (), |
| [7] | Amina Hallal, Mohammed Belloufi and Sellami Badreddine (2023) Using a new hybrid conjugate gradient method with descent property. Journal of Information and Optimization Sciences , (), |
| [8] | Sabrina Ben Hanachi Sellami, Badreddine Sellami and Mohammed Belloufi (2023) A new family of hybrid conjugate gradient method for unconstrained optimization and its application to regression analysis. RAIRO - Operations Research , (), |
2022
| [9] | Hafed ZARZOUR (2022) Science Education in Algeria. Science Education in Countries Along the Belt & Road , Springer , ISBN : 978-981-16-6954-5 , |
| [10] | Djalel Chefrour (2022) Evolution of network time synchronization towards nanoseconds accuracy: A survey. Computer Communications , 191(1 July), 26-35, Elsevier |
| [11] | Samir Chabbi and Djalel Chefrour (2022) Vulnerability of the Dynamic Array PIN Protocol. Ingénierie des Systèmes d’Information , 27(1), 41-47, IIETA |
| [12] | Hafed ZARZOUR, Mohammad Alsmirat and Yaser Jararweh (2022) Using Deep Learning for Positive Reviews Prediction in Explainable Recommendation Systems. IEEE 13th International Conference on Information and Communication Systems , |
| [13] | Hafed ZARZOUR, Faiz Maazouzi, Mohammad Al-Zinati, Amjad Nusayr, Mohammad Alsmirat, Mahmoud Al-Ayyoub and Yaser Jararweh (2022) Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems. IEEE International Conference on Intelligent Data Science Technologies and Applications , San Antonio, TX, USA |
| [14] | Sabrina Ben Hanachi, Badreddine Sellami and Mohammed Belloufi (2022) NEW ITERATIVE CONJUGATE GRADIENT METHOD FOR NONLINEAR UNCONSTRAINED OPTIMIZATION. RAIRO-Oper. Res. , 56(), 2315–2327 |
| [15] | Amina Hallal, Mohammed Belloufi and Badreddine Sellami (2022) AN EFFICIENT NEW HYBRID CG-METHOD AS CONVEX COMBINATION OF DY AND CD AND HS ALGORITHMS. RAIRO-Oper. Res , 56(), 4047–4056 |
2021
| [16] | Faiz Maazouzi and Hafed ZARZOUR (2021) AI-Driven Big Healthcare Analytics : Contributions and Challenges. Intelligent Analytics With Advanced Multi-Industry Applications , IGI Global , ISBN : 9781799849636 , |
| [17] | (2021) Points Fixes et Géométrie des Espaces de Banach. University Of Souk Ahras |
| [18] | (2021) accélération of itérative méthode applied to nonlinear optimization. university of souk ahras |
| [19] | Amira HAMDI (2021) Sur quelques développements récents de la méthode du gradient conjugué. university of souk ahras |
| [20] | Hafed ZARZOUR, Bashar Al shboul, Mahmoud Al-Ayyoub and Yaser Jararweh (2021) Sentiment Analysis Based on Deep Learning Methods for Explainable Recommendations with Reviews. IEEE 12th International Conference on Information and Communication Systems , Valencia, Spain |
| [21] | haoues (2021) Existence and stability of solutions for certain fractional diferential equations by the fi xed point technique. university of souk ahras |
| [22] | Djalel Chefrour (2021) One-Way Delay Measurement From Traditional Networks to SDN: A Survey. ACM Computing Surveys , 54(7), 1-35, Association for Computing Machinery |
| [23] | Hafed ZARZOUR, Faiz Maazouzi, Mohammad Al–Zinati, Yaser Jararweh and Thar Baker (2021) An Efficient Recommender System Based on Collaborative Filtering Recommendation and Cluster Ensemble. IEEE 2021 Eighth International Conference on Social Network Analysis, Management and Security (SNAMS) , Gandia, Spain |
| [24] | Chenna Nasreddine, Sellami Badreddine and Mohammed Belloufi (2021) A new hybrid conjugate gradient method of unconstrained optimization methods. Asian-European Journal of Mathematics , (), |
| [25] | Amira Hamdi, Sellami Badreddine and Mohammed Belloufi (2021) New hyrid conjugate gradient method as a convex combination of HZ and CD methods. Asian-European Journal of Mathematics , (), |
| [26] | Amira Hamdi, Sellami Badreddine and Mohammed Belloufi (2021) New hyrid conjugate gradient method as a convex combination of HZ and CD methods. Asian-European Journal of Mathematics , (), |
2020
| [27] | Hafed ZARZOUR, Yaser Jararweh and Ziad A. Al-Sharif (2020) An Effective Model-Based Trust Collaborative Filtering for Explainable Recommendations. IEEE 11th International Conference on Information and Communication Systems , Irbid -Jordan |
| [28] | Hafed ZARZOUR, Yaser Jararweh, Mahmoud M. Hammad and Mohammed Al-Smadi (2020) A long short-term memory deep learning framework for explainable recommendation. IEEE 11th International Conference on Information and Communication Systems , Irbid -Jordan |
| [29] | Hafed ZARZOUR, Bashar Al shboul, Mahmoud Al-Ayyoub and Yaser Jararweh (2020) A convolutional neural network-based reviews classification method for explainable recommendations. IEEE 2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS) , Paris, France |
2019
| [30] | Hafed ZARZOUR, Ziad A. Al-Sharif and Yaser Jararweh (2019) RecDNNing: a recommender system using deep neural network with user and item embeddings. IEEE 10th International Conference on Information and Communication Systems (ICICS) , Irbid, Jordan |
| [31] | Mohamed SOLTANI, Hafed ZARZOUR, Mohamed Chaouki Babahenini, Mahmoud Hammad, Mohammad AL-Smadi and Yaser Jararweh (2019) An Emotional Feedback Based on Facial Action Coding System for MOOCs with Computer-Based Assessment. IEEE 2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS), , Granada, Spain |
2018
| [32] | Mohamed SOLTANI, Hafed ZARZOUR and Mohamed Chaouki Babahenini (2018) Facial Emotion Detection in Massive Open Online Courses. In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham , Naples, Italy |
| [33] | Redjel Najah (2018) Serie 5. Université MCM , |
| [34] | Redjel Najah (2018) Cours de probabilités. Université MCM , |
| [35] | Hafed ZARZOUR, Mahmoud Al-Ayyoub and Yaser Jararweh (2018) Towards Social Collaborative Editing of Distributed Linked Data. IEEE 9th International Conference on Information and Communication Systems (ICICS) , Irbid, Jordan |
| [36] | Hafed ZARZOUR, Ziad Al-Sharif, Mahmoud Al-Ayyoub and Yaser Jararweh (2018) A new collaborative filtering recommendation algorithm based on dimensionality reduction and clustering techniques. IEEE 9th International Conference on Information and Communication Systems (ICICS) , Irbid, Jordan |
| [37] | Mohamed Soltani, Hafed Zarzour, Mohamed Chaouki Babahenini and Chaouki Chemam (2018) An affective tutoring system for Massive Open Online Courses. InternationalConference : SETIT'18 - Conference on Sciences of Electronic, Technologies of Information and Telecommunications, , Genoa italy & Hammamet, Tunisia. 18-20 December 2018 |
| [38] | Hafed ZARZOUR and Mokhtar Sellami (2018) An investigation into whether learning performance can be improved by CAALDT. Innovations in Education and Teaching International , 55(6), 625-632, Taylor & Francis |
| [39] | Hafed ZARZOUR and Mokhtar Sellami (2018) Effects of a linked data based annotation approach on students learning achievement and cognitive load. Interactive Learning Environments , 26(8), 1090-1099, Taylor & Francis |
| [40] | Mohamed SOLTANI, Hafed ZARZOUR, Mohamed Chaouki Babahenini and Chaouki Chemam (2018) An Affective Tutoring System for Massive Open Online Courses. Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1, Springer , Genoa , Italy & Hammamet, Tunisia |
2017
| [41] | Badereddine SELLAMI, Mohammed BELLOUFI and Yacine CHAIB (2017) Globaly convergence of a nonlinear conjugate gradient method for unconstrained optimization. RAIRO. Operations Research , (), |
| [42] | Hafed ZARZOUR and Mokhtar Sellami (2017) A linked data-based collaborative annotation system for increasing learning achievements. Educational Technology Research and Development , 65(2), 381–397, Springer US |
2016
| [43] | Abdelkrim Amirat and Ahcen MENASRIA (2016) Visual Decomposition of UML 2.0 Interactions. International Arab Journal of Information Technology (IAJIT) , Vol 13(Issue 3), 1-8, Zarqa University, Jordan |
| [44] | Badereddine SELLAMI and Yacine CHAIB (2016) New conjugate gradient method for unconstrained optimization. RAIRO Operations Research , (), 1-16, EDP Sciences |
| [45] | Badereddine SELLAMI and Yacine CHAIB (2016) A new family of globally convergent conjugate gradient methods. Ann Oper Res , 241(497-513), 1-17, Springer |
| [46] | Noureddine Gasmallah, Abdelkrim Amirat and Mourad Oussalah (2016) Evolution Taxonomy for Software Architecture Evolution. ENASE 2016 , Rome, Italy |
| [47] | Tarek ABID, Hafed ZARZOUR, Mohamed Ridda LAOUAR and Mohamed Tarek KHADIR (2016) Towards a smart city ontology. 13th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA'16 , Agadir, Morocco |
| [48] | Tarek ABID, Mohamed Ridda Laouar, Hafed ZARZOUR and Mohamed Tarek Khadir (2016) Smart Cities Based on Web Semantic Technologies. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, ACM , Heidelberg, Germany |
2015
| [49] | Mohammed BELLOUFI and Benzine Rachid (2015) A new method for large-scale unconstrained optimization. 20-ème colloque de la SMT -CSMT2015- , Sousse. Tunis |
| [50] | Mohammed BELLOUFI (2015) Global convergence of a new conjugate-direction method under the strong Wolfe-Powell line search. Journée scientifique sur l’analyse fonctionnelle, EDP et optimisation « AEO 2015 » , Université de Souk Ahras |
| [51] | Mohammed BELLOUFI (2015) New Family of Conjugate Gradient method for optimization. 5ème Workshop International sur les Mathématiques Appliquées et la Modélisation « WIMAM’2015 » , Guelma (Algérie) |
| [52] | Hafed ZARZOUR, Lamia Berrezzek, Hafda Ghomrani, Tarek ABID and Mokhtar Sellami (2015) Consistency awareness in a distributed collaborative system for semantic stores. 12th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA’ 2015 , Marrakech, Morocco |
2014
| [53] | Ouanes Aissaoui, Abdelkrim Amirat and Fadila Atil (2014) A Model-Based Framework for Building Self-Adaptive Distributed Software. Informatica , 38(3), 289-307, Slovenian research agency |
| [54] | Abdelkrim AMIRAT, Antony Hock-Koon and Mourad Oussalah (2014) Paradigmes objet, composant, agent et service dans les architectures logicielles. Architectures logicielles : Principes, techniques et outils , Hermes-Lavoisier , ISBN : 978-274624 , |
| [55] | Manel Gherari, Abdelkrim AMIRAT and Mourad Oussalah (2014) Towards Smart Cloud Gate Middleware : An approach based on Profiling Technique. Conférence francophone sur les Architectures Logicielles(CAL) , CNAM, Paris, France |
| [56] | Fouzia Anguel, Abdelkrim AMIRAT and Nora Bounour (2014) Using Weaving Models in Metamodel and Model Co-Evolution Approach. 6th International Conference on Computer Science and Information Technology (CSIT) , faculty of Information Technology at Applied Science University, Amman, Jordan |
| [57] | Mohammed BELLOUFI and Benzine Rachid (2014) Développements récents de la méthode du gradient conjugué. Université Badji Mokhtar Annaba |
| [58] | Mohammed BELLOUFI and Rachid Benzine (2014) Descent property and global convergence of a new search direction method for unconstrained optimizationMethod for Unconstrained Optimization. Numerical Functional Analysis and Optimization , 36(2), 169-180, Taylor & Francis Group |
| [59] | Mohammed BELLOUFI (2014) Modification of the Armijo line search to satisfy the convergence properties of HS method. INTERNATIONAL CONFERENCE ON ADVANCES IN APPLIED MATHEMATICS 2014 , Hammamet (Tunisie) |
| [60] | Abdelkrim AMIRAT, Anthony HOCK-KOON and Mourad Chabane OUSSALAH. (2014) Object-oriented, component-based, agentoriented and service-oriented paradigms in software architectures. Software Architecture 1 , (), 1-50, Wiley, USA |
| [61] | Manel Gherari, Abdelkrim Amirat, Mourad Oussalah and Ridda Laouar (2014) Towards a Smart Cloud Gate For Smart Devices. IEEE Innovative systems and Technolgies for the future (CIST’14) , Tetuan, Morocco |
| [62] | Abdelkrim Amirat, Afrah Djeddar and Mourad Oussalah (2014) Evolving and Versioning Software Architectures Using ATL Transformations. The International Arab Conference on Information Technology (ACIT’2014) , University of Nizwa, Oman |
| [63] | Hafed ZARZOUR and Mokhtar Sellami (2014) Achieving consistency in collaborative image annotation systems. IEEE 5th International Conference on Information and Communication Systems, ICICS’14 , Irbid, Jordan |
| [64] | Hafed ZARZOUR, Tarek ABID and Mokhtar Sellami (2014) Conflict-free collaborative decision-making over Mind-Mapping. IEEE 4th International Conference on Advanced Computing & Communication Technologies, ACCT’14 , Rohtak, India |
| [65] | Hafed ZARZOUR and Mokhtar Sellami (2014) Using commutative replicated data type for collaborative video annotation. IEEE 4th International Conference on Multimedia Computing and Systems, ICMCS’14 , Marrakesh, Morocco |
2013
| [66] | Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2013) Modification of the Armijo line search to satisfy the convergence properties of HS method. An International Journal of Optimization and Control: Theories & Applications (IJOCTA) , Vol 3, No(141), 145-152 |
| [67] | Mohammed BELLOUFI and Benzine Rachid (2013) Global Convergence Properties of the HS Conjugate Gradient Method. Applied Mathematical Sciences , 07(142), 7077 – 7091, HIKARI Ltd |
| [68] | Ouanes Aissaoui, Fadila Atil and Abdelkrim Amirat, (2013) Towards a generic Reconfigurable Framework for Self-adaptation of Distributed component-based Application. CIIA’2013 - ), Springer Proceeding (Modeling Approaches and Algorithms for Advanced Computer Applications , Saida, Algeria |
| [69] | Badereddine SELLAMI, Yamina LASKRI and Rachid BENZINE (2013) A new two-parameter family of nonlinear conjugate gradient methods. Optimization: A Journal of Mathematical Programming and Operations Research , 64(4), 993-1009, Taylor & Francis |
| [70] | Hafed ZARZOUR and Mokhtar Sellami (2013) p2pCoSU: A P2P Sparql/update for collaborative authoring of triple-stores. IEEE 11th International Symposium on Programming and Systems, ISPS’13 , Algiers, Algeria |
2012
| [71] | Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2012) A Nomonotone Conjugate Gradient Methods for Unconstrained Optimization. Colloque International sur les Sciences Mathématiques , Tébessa, Algérie |
| [72] | Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2012) New hybrid DY and HS conjugate gradient method. Congrès des mathématiciens algériens , Université Badji Mokhtar Annaba |
| [73] | Abdelkrim Amirat and Mourad Oussalah (2012) Generic Model for Software Architecture Evolution. IEEE International Conference on Advanced Computer Science Applications and Technologies (ACSAT2012) , Kuala Lumpur, Malaysia |
| [74] | Abdelkrim Amirat, Ahcen Menasria, Mouna Ait Oubelli and Nadia Younsi (2012) Automatic Generation of PROMELA Code from Sequence Diagram with Imbricate Combined Fragments. Second International Conference on Innovative Computing Technology (INTECH 2012) , Casablanca, Morocco |
| [75] | Hafed ZARZOUR and Mokhtar Sellami (2012) B-Set: a synchronization method for distributed semantic stores. IEEE International Conference on Complex Systems, ICCS'12 , Agadir, Morocco |
