Team members
Said HOCEINI
Said Hoceini graduated in computer network engineering from the University Houari Boumediene, Algeria, and the University of Versailles Saint Quentin en Yvelines, and received the PhD degree in computer networks from the University of Paris-Est (UPEC), France. He is an associate professor at the Networks and Telecommunications Department and LiSSi Laboratory, UPEC. His research focuses on routing algorithms, quality of service, quality of experience, and wireless sensor networks, as well as bio-inspired artificial intelligence approaches. His work has been published in several international conferences and journals.
Book Chapters
- A. Mellouk, S. Hoceini, S. Larynouna, Improvements Probabilities in State Dependent Routing for Dynamic Irregular Traffic’s Network, in Lecture Series on Computer and Computational Sciences, Lsccs 8, VSP-Brill Ed., ISSN: 1573-4196, Vol. 8, pp. 171-184, 2007.
- A. Mellouk, S. Hoceini, A Reinforcement Learning Approach for QoS Based Routing Packets in Integrated Service Web Based Systems, in Lecture Notes in Artificial Intelligence, LNAI 3528, Springer-Heidelberg GmbH, ISSN: 0302-9743, Vol. 3528, pp. 299-305, 2005.
- A. Mellouk, S. Hoceini, QoS-Integrated Routing, in Quality of Service Control Mechanisms: Real-Time and Multimedia Applications, (Abdelhamid Mellouk Ed.), HERMES Science Publications, pp. 89-115, March 2007.
- L. Amour, S. Souihi, S. Hoceini, A. Mellouk, A Hierarchical Classification Model of QoE Influence Factors, in Springer LNCS, vol. 9071, pp. 225-238, 2015 (from IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015).
- H. A. Tran, A. Mellouk, S. Hoceini, User to User QoE Routing System, in Springer LNCS, vol. 6649, pp. 362-373, 2011 (from 9th IFIP International Conference on Wired/Wireless Internet Communications (WWIC 2011), Barcelona, Spain, June 15-17, 2011).
- H. A. Tran, A. Mellouk, S. Hoceini, QoE Model Driven for Network Services, in Springer LNCS, vol. 6074, pp. 264-277, 2010 (from IFIP 8th International Conference on Wired/Wireless Internet Communications (WWIC 2010), Sweden, June 1-3, 2010).
- S. Hoceini, A. Mellouk, Y. Amirat, K-Shortest Paths Q-Routing: A New QoS Routing Algorithm in Telecommunication Networks, in Lecture Notes in Computer Science, LNCS 3421, Springer Ed., ISSN: 0302-9743, vol. 3421, pp. 164-172, 2005.
- S. Hoceini, A. Mellouk, Y. Amirat, Neural Net Based Approach for Adaptive Routing Policy in Telecommunication Networks, in Lecture Notes in Computer Science, LNCS 3079, Springer Ed., ISSN: 0302-9743, vol. 3079, pp. 360-368, 2004.
- H. A. Tran, A. Mellouk, S. Hoceini, QoE-based Routing for Content Distribution Network Architecture, in Book “Media Networks: Architectures, Applications and Standards”, CRC Press, ISBN: 978-1-4398-7728-9, Chapter 13, pp. 256-271, 2012.
- N. Chebira, A. Mellouk, M. Kurosh, S. Hoceini, Neural Machine Learning Approaches: Q-Learning and Complexity Estimation Based Information Processing System, in “Machine Learning”, I-TECH Ed., pp. 7-44, 2009.
- S. Hoceini, A. Mellouk, QoS-Based Adaptive Approaches, in “End-to-End Quality of Service Engineering in Next Generation Heterogeneous Networks”, Wiley/ISTE Publishing Knowledge, pp. 93-114, 2008.
Books
Special issues of scientific journals :
- S.Souihi, S. Bitam, A. Mellouk, T. Abreu, S. Hoceini, S. Fowler , S. Medileh, S. De, A. Shami, Smart communications for autonomous systems in network technologies 2020. Special Issue of International Journal of Communication Systems, Wiley Ed., 33(10) (2020).
- X.Masip (Espagne), A. Mellouk (France), S. Testa, E. Marín-Tordera (Espagne), G. Ren (Portugal), S. Hoceini (France), Smart Communications in Network Technologies, Special Issue of International Journal of Parallel, Emergent and Distributed Systems (IJPEDS) (Issued from SaCoNeT 2014), Vol. 30, 2015.
Journals
Revues A (Q2, Q3 et Q4 WoS) with IF >=1 :
- H. A. Tran, S. Hoceini, A. Mellouk, J. Perez, S. Zeadally, “QoE-based Server Selection for Content Distribution Networks”, IEEE Transactions on Computers, IEEE Ed., vol. 63, n° 11, pp. 2803-2815, (2014) (Q2, IF=3.2)
- H. A. Tran, A. Mellouk, S. Hoceini, B. Augustin, S. Zeadally, “A Dynamic QoE Routing System for User-Centric Applications”, Transactions on Emerging Telecommunications Technologies, Wiley Ed., vol. 24, pp. 266–279, (2013) (Q2, IF=2.5) (CA).
Revue A+ (1er Quartile WoS) :
Revues A (Q2, Q3 et Q4 WoS) avec IF <1 :
Conferences
- A.Djeachandrane, S. Hoceini, S. Delmas, J-M. Duquerrois, A. Dubois, A. Mellouk, “Deep RL-based Abnormal Behavior Detection and Prevention in Network Video Surveillance”. IEEE GlobeCom 2022, 4–8 December 2022, Brazil, pp. 3635-3640.
- A.Djeachandrane, S. Hoceini, S. Delmas, J-M. Duquerrois, A. Mellouk, “QoE-based Situational Awareness-Centric Decision Support for Network Video Surveillance” IEEE ICC 2022, 16–20 May 2022, South Korea, pp.335-340.
- Abdelkrim Senouci, M. Reda Senouci, S. Hoceini, A. Mellouk, An Evidential Approach for Network Interface Selection in Heterogeneous Wireless Networks. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-7.
- M.A. Senouci, S. Souihi, S. Hoceini, A. Mellouk, QoE-Based Network Interface Selection for Heterogeneous Wireless Networks, IEEE Wireless Communication and Networking Conference (WCNC’16), Doha, Qatar, April 3-6, 2016, pp: 1-6.
- L.Amour, S. Souihi, M. S. Mushtaq, S. Hoceini, A. Mellouk, Perceived Video Quality Evaluation based on Interactive/Repulsive relation between the QoE IFs, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- M.A. Senouci, S. Hoceini, A. Mellouk, Utility function-Based TOPSIS for Network Interface Selection in Heterogeneous Wireless Networks, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, Building a Large Dataset for Model-based QoE Prediction in the Mobile Environment, in 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, ACM MSWiM 2015, Cancun, Mexico, November 2-6, 2015, pp. 313-317.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, An Open Source Platform for Perceived Video Quality Evaluation, Q2SWinet@MSWiM 2015, in 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Cancun, Mexico, November 2-6, 2015, pp: 139-140.
- M.Souidi, S. Souihi, S. Hoceini, A. Mellouk, An Adaptive Real Time Mechanism For IaaS Cloud Provider Selection based on QoE aspects, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), London, UK, June 10–14, 2015, pp. 1-7.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, A Hierarchical Classification Model of QoE Influence Factors. IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015, pp. 225-238
- S.Souihi, J. Perez, S. Hoceini, A. Mellouk, A robust, adaptive and hierarchical knowledge dissemination architecture, in Proc. Of the IEEE International Conference on Global Communications (GlobeCom), Atlanta, USA, December 9–13, 2013, pp. 1-6.
- S.Souihi, S. Hoceini, A. Mellouk, N. Aitsaadi, A Hierarchical and Multi-criteria Knowledge Dissemination in Autonomic Networks, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, December 3-7, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- S.Souihi, S. Hoceini and A. Mellouk, A Multi-criteria Master Nodes Selection Mechanism for Knowledge Dissemination In Autonomic Networks, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, J. Perez, User-Centric Content Distribution Network, in Proc. Of the IEEE International Conference on Ultra Modern Telecommunications and Control Theory (ICUMT), St. Petersburg, Russia, October 3-5, 2012, pp. 343-350.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-5.
- H.A. Tran, A. Mellouk, S. Hoceini, S. Souihi, User QoE-based adaptive routing system for future Internet CDN, in Proc. Of the IEEE Computing, Communications and Applications Conference (ComComAp), Hong Kong, China, January 11-13, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, “User to user adaptive routing based on QoE ”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-7.
- S.Hoceini, A. Mellouk, “QoS Bandwidth Optimization in an Inductive Routing System for Multimedia Real-Time Applications”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- S.Hoceini, A. Mellouk, B. Smail, “Average-Bandwidth Delay Q-Routing Adaptive Algorithm”, in Proc. Of the IEEE International Conference on Communications (ICC), Beijing, China, May 19-23, 2008, pp. 1840-1844.
- A.Mellouk, S. Hoceini, F. Baguenine, M. Cheurfa, “Distributed Quality-of-Service Routing of Best Constrained Shortest Paths”, in Proc. Of the IEEE Symposium on Computers and Communications (ISCC), Marrakech, Morocco, July 6-9, 2008, pp. 915-919.
- A.Mellouk, S. Hoceini, “”, In IEEE High Performance Switching and Routing (HPSR) Conference, USA, may 30-june 1er, 2007.
- A.Mellouk, S. Hoceini, “Self-Optimization of Quality of Service by Adaptive Routing in Dynamic Communication Networks” In International Conference on Self-Organization and Autnomous Systems in Computing and Communications, SOAS’06, Germany, September 19-20, 2006.
- A.Mellouk, S. Hoceini, S. larynouna, “Flow based Routing for Irregular Traffic using Probabilistic Reinforcement Learning Approach in Dynamic Networks“, In 11th IEEE Symposium on Computers and Communications, IEEE ISCC’06, IEEE Computer Society Press, Italy, June 26-29, 2006.
- S.Hoceini, A. Mellouk, Y. Amirat, “Improving Scalability and Robustness of NQOSP Algorithm in Dynamic Traffic’s Network”, In IEEE International Conference on Networking and Services, IEEE ICNS’05, IEEE Computer Society Press, France, October 23-28, 2005.
- S.Hoceini, A. Mellouk, Y. Amirat, “K-shortest Paths Q-Routing: A New QoS Routing Algorithm in Telecommunication Networks”, In 4th IEEE International Conference on Networking, IEEE ICN’2005, IEEE Computer Society Press, France, April 17-21, 2005.
- A.Mellouk, S. Hoceini: A Reinforcement Learning Approach for QoS Based Routing Packets in Integrated Service Web Based Systems. AWIC 2005: 299-305
- S.Hoceini, A. Mellouk, Y. Amirat: Neural Net Based Approach for Adaptive Routing Policy in Telecommunication Networks. HSNMC 2004: 360-368, 2004.
- H.A. Tran, A. Mellouk and S. Hoceini, QoE Content Distribution Network for Cloud Architecture, in IEEE Conference on Network Cloud and Applications, NCCA-2011, Toulouse, November 21-23, 2011.
- S.Zouaidi, A. Mellouk, M. Bourennane, S. Hoceini, Design and performance analysis of inductive QoS scheduling for dynamic network routing, In IEEE SoftCom’2008, International Conference on Software, Telecommunications and Computer Networks, Croatia, September 25-27, 2008.
Open Access Resources
- Google Scholar
- Researchgate
- Contact : hoceini@u-pec.fr