Research Lab Publications
2022
| [1] | Hafed ZARZOUR (2022) Science Education in Algeria. Science Education in Countries Along the Belt & Road , Springer , ISBN : 978-981-16-6954-5 , |
| [2] | Djalel Chefrour (2022) Evolution of network time synchronization towards nanoseconds accuracy: A survey. Computer Communications , 191(1 July), 26-35, Elsevier |
| [3] | Samir Chabbi and Djalel Chefrour (2022) Vulnerability of the Dynamic Array PIN Protocol. Ingénierie des Systèmes d’Information , 27(1), 41-47, IIETA |
| [4] | 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 , |
| [5] | 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 |
2021
| [6] | 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 , |
| [7] | Sami ATAILIA (2021) Points Fixes et Géométrie des Espaces de Banach. University Of Souk Ahras |
| [8] | sarra deladji (2021) accélération of itérative méthode applied to nonlinear optimization. university of souk ahras |
| [9] | Amira HAMDI (2021) Sur quelques développements récents de la méthode du gradient conjugué. university of souk ahras |
| [10] | 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 |
| [11] | haoues (2021) Existence and stability of solutions for certain fractional diferential equations by the fi xed point technique. university of souk ahras |
| [12] | 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 |
| [13] | 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 |
2020
| [14] | 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 |
| [15] | 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 |
| [16] | 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
| [17] | Ammar LADJAILIA, Imed BOUCHRIKA, H. F. Merouani, Nouzha HARRATI and Zohra MAHFOUF (2019) Human activity recognition via optical flow: decomposing activities into basic actions. Neural Computing and Applications , In Press(), , Springer |
| [18] | Imed BOUCHRIKA, Nouzha HARRATI, Vanissa Wanick and Gary Wills (2019) Exploring the impact of gamification on student engagement and involvement with e-learning systems. Interactive Learning Environments , In Press(), , Taylor & Francis |
| [19] | 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 |
| [20] | 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
| [21] | 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 |
| [22] | Redjel Najah (2018) Cours de probabilités. Université MCM , |
| [23] | Redjel Najah (2018) Serie 5. Université MCM , |
| [24] | 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 |
| [25] | 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 |
| [26] | 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 |
| [27] | Zohra MAHFOUF, H. F. Merouani, Imed BOUCHRIKA and Nouzha HARRATI (2018) Investigating the use of motion-based features from optical flow for gait recognition. Neurocomputing , 283(), 140-149, Elsevier |
| [28] | Imed BOUCHRIKA (2018) A survey of using biometrics for smart visual surveillance: Gait recognition. Surveillance in Action Technologies for Civilian, Military and Cyber Surveillance , Springer , ISBN : 978-3-319-68532-8 , |
| [29] | Imed BOUCHRIKA, Nouzha HARRATI, Zohra MAHFOUF and Noureddine GASMALLAH (2018) Evaluating the acceptance of e-learning systems via subjective and objective data analysis. Software Data Engineering for Network eLearning Environments Analytics and Awareness Learning Services , Springer , ISBN : 978-3-319-68317-1 , |
| [30] | Ammar LADJAILIA, Imed BOUCHRIKA, Nouzha HARRATI and Zohra MAHFOUF (2018) Encoding Human Motion for Automated Activity Recognition in Surveillance Applications. Computer Vision: Concepts, Methodologies, Tools, and Applications , IGI-Global , ISBN : 978-1-522-55204-8 , |
| [31] | 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 |
| [32] | 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 |
| [33] | 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
| [34] | Badereddine SELLAMI, Mohammed BELLOUFI and Yacine CHAIB (2017) Globaly convergence of a nonlinear conjugate gradient method for unconstrained optimization. RAIRO. Operations Research , (), |
| [35] | Imed BOUCHRIKA (2017) Evidence evaluation of gait biometrics for forensic investigation. Multimedia Forensics and Security Foundations, Innovations, and Applications , Springer , ISBN : 978-3-319-44268-6 , |
| [36] | Nouzha HARRATI, Imed BOUCHRIKA and Zohra MAHFOUF (2017) Investigating the uptake of educational systems by academics using the technology to performance chain model. Library Hi Tech , 35(4), , Emerald |
| [37] | Nouzha HARRATI, Imed BOUCHRIKA, Zohra MAHFOUF and Ammar LADJAILIA (2017) Evaluation Methods for E-Learning Applications in Terms of User Satisfaction and Interface Usability. Handbook of Research on Innovative Pedagogies and Technologies for Online Learning in Higher Education , IGI-Global , ISBN : 978-1-522-51852-5 , |
| [38] | Imed BOUCHRIKA (2017) On Using Gait Biometrics for Re-Identification in Automated Visual Surveillance. Developing Next-Generation Countermeasures for Homeland Security Threat Prevention , IGI-Global , ISBN : 978-1-522-50704-8 , |
| [39] | 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
| [40] | Imed BOUCHRIKA, John N. Carter and Mark S. Nixon (2016) Towards automated visual surveillance using gait for identity recognition and tracking across multiple non-intersecting cameras. Multimedia Tools and Applications , 75(2), 1201-1221, Springer |
| [41] | 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 |
| [42] | Badereddine SELLAMI and Yacine CHAIB (2016) New conjugate gradient method for unconstrained optimization. RAIRO Operations Research , (), 1-16, EDP Sciences |
| [43] | Badereddine SELLAMI and Yacine CHAIB (2016) A new family of globally convergent conjugate gradient methods. Ann Oper Res , 241(497-513), 1-17, Springer |
| [44] | Noureddine Gasmallah, Abdelkrim Amirat and Mourad Oussalah (2016) Evolution Taxonomy for Software Architecture Evolution. ENASE 2016 , Rome, Italy |
| [45] | Nouzha HARRATI, Imed BOUCHRIKA, Abdelkamel Tari and Ammar LADJAILIA (2016) Exploring user satisfaction for e-learning systems via usage-based metrics and system usability scale analysis. Computers in Human Behavior , 61(C), 463–471, Elsevier |
| [46] | Amara BEKHOUCH, Imed BOUCHRIKA and N Doghmane (2016) Improving view random access via increasing hierarchical levels for multi-view video coding. IEEE Transactions on Consumer Electronics , 62(4), , IEEE |
| [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 (2015) New Family of Conjugate Gradient method for optimization. 5ème Workshop International sur les Mathématiques Appliquées et la Modélisation « WIMAM’2015 » , Guelma (Algérie) |
| [50] | Mohammed BELLOUFI and Benzine Rachid (2015) A new method for large-scale unconstrained optimization. 20-ème colloque de la SMT -CSMT2015- , Sousse. Tunis |
| [51] | Imed BOUCHRIKA, Ammar LADJAILIA, Nouzha HARRATI and Soufiane KHEDAIRIA (2015) Automated Clustering and Estimation of Age Groups from Face Images using the Local Binary Pattern Operator. IEEE 4th International Conference on Electrical Engineering (ICEE) , Algeria |
| [52] | 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 |
| [53] | Imed BOUCHRIKA (2015) On Evaluating the Scalability Aspect of Gait-Based Biometric Systems for Larger Population. IEEE Proc. 3rd International Conference on Control, Engineering & Information Technology (CEIT) , Algeria |
| [54] | Imed BOUCHRIKA (2015) Parametric Elliptic Fourier Descriptors for Automated Extraction of Gait Features for People Identification. 12th International Symposium on Programming and Systems (ISPS) , Algeria |
| [55] | Imed BOUCHRIKA, Nouzha HARRATI, Ammar LADJAILIA and Soufiane KHEDAIRIA (2015) Age estimation from facial images based on hierarchical feature selection. 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) , Tunisia |
| [56] | Nouzha HARRATI, Imed BOUCHRIKA, A. Tari and Ammar LADJAILIA (2015) Automating the evaluation of usability remotely for web applications via a model-based approach. First International Conference on New Technologies of Information and Communication (NTIC) , Algeria |
| [57] | Ammar LADJAILIA, Imed BOUCHRIKA, Hayet Farida Merouani and Nouzha HARRATI (2015) On the use of Local Motion Information for Human Action Recognition via Feature Selection. 4th International Conference on Electrical Engineering (ICEE) , Algeria |
| [58] | Ammar LADJAILIA, Imed BOUCHRIKA, Hayet Farida Merouani and Nouzha HARRATI (2015) Automated detection of similar human actions using motion descriptors. 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) , Tunisia |
| [59] | Nouzha HARRATI, Imed BOUCHRIKA, Abdelkamel Tari and Ammar LADJAILIA (2015) Automated classification of facial expressions using bag of visual words and texture-based features. 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) , Tunisia |
| [60] | 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
| [61] | 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 |
| [62] | 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 , |
| [63] | 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 |
| [64] | 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 |
| [65] | Mohammed BELLOUFI and Benzine Rachid (2014) Développements récents de la méthode du gradient conjugué. Université Badji Mokhtar Annaba |
| [66] | 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 |
| [67] | 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) |
| [68] | 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 |
| [69] | 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 |
| [70] | 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 |
| [71] | Imed BOUCHRIKA and A. Boukrouche (2014) Markerless Extraction of Gait Features using Haar-like Template for View-Invariant Biometrics. IEEE Proc.15th international conference on Sciences and Techniques of Automatic control and computer engineering (STA) , Tunisia |
| [72] | 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 |
| [73] | 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 |
| [74] | 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
| [75] | Imed BOUCHRIKA, L. Ait-Oubelli, A. Rabir and Nouzha HARRATI (2013) Mockup-based navigational diagram for the development of interactive web applications. Proceedings of the ACM International Conference on Information Systems and Design of Communication , Lisbon, Portugal |
| [76] | Imed BOUCHRIKA, A. Bekhouche and Abdelkrim AMIRAT (2013) Vision-based approach for people tracking using gait in distributed and automated visual surveillance. 8th International IEEE Workshop on Systems, Signal Processing and their Applications (WoSSPA) , Algeria |
| [77] | 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 |
| [78] | Mohammed BELLOUFI and Benzine Rachid (2013) Global Convergence Properties of the HS Conjugate Gradient Method. Applied Mathematical Sciences , 07(142), 7077 – 7091, HIKARI Ltd |
| [79] | 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 |
| [80] | 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 |
| [81] | 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
| [82] | Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2012) A Nomonotone Conjugate Gradient Methods for Unconstrained Optimization. Colloque International sur les Sciences Mathématiques , Tébessa, Algérie |
| [83] | Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2012) New hybrid DY and HS conjugate gradient method. Congrès des mathématiciens algériens , Université Badji Mokhtar Annaba |
| [84] | 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 |
| [85] | 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 |
| [86] | 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 |
