Conferences
This is the list of conferences papers published by the team :
- M.Chelghoum, G. Bendiab, M. A. Labiod, M. Benmohammed, S. Shiaeles, A. Mellouk: Blockchain and AI for Collaborative Intrusion Detection in 6G-enabled IoT Networks. IEEE HPSR 2024: 179-184
- A.Dahane, R. Benameur, M. Naloufi, S. Souihi, T. Abreu, F. S. Lucas, A. Mellouk: IoT Urban River Water Quality System Using Federated Learning via Knowledge Distillation. IEEE ICC 2024: 1515-1520
- R.Benameur, A. Dahane, S. Souihi, A. Mellouk: A Novel Federated Learning Based Intrusion Detection System for IoT Networks. IEEE ICC 2024: 2402-2407
- M.D.Nguyen, V. V. Tong, S. Souihi, A. Mellouk, « Fully-Decentralized Federated Learning for QoE Estimation”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- J.Begue, M. A. Labiod, A. Mellouk, “A Multi-Task Approach for Real-Time Quality of Experience Factors Prediction from Physiological Data”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- C. Duong, T. T. Nguyen, T.N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Server and Route Selection Optimization for Knowledge-defined Distributed Network Based on Gambling Theory and LSTM Neural Networks”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Nguyen, N. V. Hoang, T. Pham, T. N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- M.Almakhour, L. Sliman, A. E. Samhat, B. A. Salem, A. Mellouk, “VNFO-DCSC: A Novel Secure End-to-End NFV Marketplace Using Dynamic Composite Smart Contracts”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Chu, M. A. Labiod, B. Augustin, A Mellouk, GADaM on the road – Smart Approach to Multi-Access Networks: Analytical and Practical Evaluation in Various Urban Mobile Environments In: IEEE WCNC 2023-IEEE Wireless Communications and Networking Conference. IEEE, 2023 Glasgow.
- A.Dahane, R. Benameur, K. Abainia, D. Benatta, S. Meneceur, C. Brakna, A. Bouamar, G. Belalem, A. Snouber, A. Mellouk: An Innovative Low-cost IoT-Based Asthma Exacerbation Prediction System Using Federated Learning. IAM 2023: 12-20
- R.Benelmir, S. Bitam, A. Mellouk, “Deep Learning-Based Beam Pair Angle Prediction for Beyond 5G Millimeter-Wave Vehicular communication”, IEEE GlobeCom 2022, 4–8 December 2022, Brazil, pp. 401-407.
- 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.
- T. Chu, M. A. Labiod, H. A. Tran, A. Mellouk: “GADaM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector for Dynamic Heterogeneous Environment”. IEEE ICC 2022, 16–20 May 2022, South Korea, pp. 4908-4913.
- B. Diakhate, T. T. Chu, M. A. Labiod, B. Augustin, H. A. Tran, A. Mellouk, “Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments”, the 11th SoICT 2022, Hanoi, Vietnam, Dec 1-3, 2022, pp. 201-207.
- Rachid Zeghlache , M.A. Labiod, A. Mellouk, “Driver vigilance estimation with Bayesian LSTM Auto-encoder and XGBoost using EEG/EOG data”, 6th IFAC Symposium on Telematics Applications (TA), Aug 2022, pp. 89-94, 2022
- V.Tong, S. Souihi, H. A. Tran, A. Mellouk, “Machine Learning based Root Cause Analysis for SDN Network”, IEEE GlobeCom 2021, 7–11 December 2021, Madrid, Spain, 2021, pp. 1-6.
- R.Benelmir, S. Bitam, A. Mellouk, “Simulated annealing-based beam management for 5G vehicular networks”. IEEE 13th HPSR 2021, 7–10 June 2021, Paris, France, 2021, pp. 1-7.
- R.Almakhour, A. Wehby, L. Sliman, A. E. Samhat, A. Mellouk, “Smart Contract Based Solution for Secure Distributed SDN”. 11th IFIP International Conference on New Technologies, Mobility & Security (NTMS), 19-21 April 2021 – Paris, France, 2021, pp. 1-6.
- H.A. Tran, T. T. Nguyen, S. Souihi, A. Mellouk, “Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks”, IFIP/IEEE IM 2021 (International Symposium on Integrated Network Management), 17-21 May 2021, Bordeaux, France, Virtual, 2021, pp: 99-106.
- H. Le, H. A. Tran, A. Mellouk, “An AI-based Traffic Matrix Prediction Solution for Software-Defined Network”, IEEE International Conference on Communications (ICC 2021), Montreal, Canada, June 14-21, Virtual, 2021, pp. 1-7
- Abdallah Ouhab, T. Abreu, H. Slimani, A. Mellouk, “Energy-efficient clustering and routing algorithm for large-scale SDN-based IoT monitoring”, IEEE International Conference on Communications (ICC 2020), Dublin, Ireland, June 7-11, 2020, pp. 1-7.
- V.Tong, S. Souihi, H. N. Tran, A. Mellouk, “Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic”. IEEE/IFIP 16th International Conference on Network and Service Management, 2-6 November 2020 // Virtual Conference, CNSM 2020 (Izmir): pp. 1-5
- K.Benaissa, S. Bitam, A. Mellouk, “In-Vehicle Computing-based BSM Reuse Model”. IEEE GLOBECOM 2020, 8–10 December 2020, (Taipei, Taiwan), 7-11 December 2020 // Virtual, 2020 : pp. 1-6
- M.Almakhour, L. Sliman, A. E. Samhat, A. Mellouk, “On the Verification of Smart Contracts: A Systematic Review”. IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2020), 2-6 May 2020 // Virtual Conference, 2020: 94-107
- R.Benelmir, S. Bitam, A. Mellouk, “An efficient autonomous vehicle navigation scheme based on LiDAR sensor in vehicular network”. The 45th Annual IEEE Conference on Local Computer Networks (LCN 2020), Sydney, Australia, Virtual Conference, 2020.
- R.Bensalem, D. E. Boubiche, F. Zhou, A. Rachedi, A. Mellouk, “Impact of Mobility Models on Energy Consumption in Unmanned Aerial Ad-Hoc Network”. The 45th Annual IEEE Conference on Local Computer Networks (LCN 2020), Sydney, Australia, Virtual Conference, 2020
- F.Bannour, S. Souihi, A. Mellouk, “Adaptive Quorum-inspired SLA-Aware Consistency for Distributed SDN Controllers”. IEEE/IFIP 15th International Conference on Network and Service Management (CNSM 2019), 21-25 October, 2019, Halifax, Canada, pp. 1-7
- LAmour, V. Tang, S. Souihi, H. A. Tran, A. Mellouk, “Secure Routing in Cluster-Based Wireless Sensor Networks”. IEEE International Conference on Global Communications (GlobeCom), Hawaii, USA, December 9–13, 2019, pp: 1-6,
- M.A.Abdelkrim Senouci, A. Mellouk, “Flow/Interface Association for Multi-interface Mobile Terminals: e-Health case proposal”. IFIP/IEEE Integrated Network Management (IM 2019). Washington DC, USA, 8-12 April 2019, pp: 1-7.
- K. BenBraika, S. Bitam, A. Mellouk, “Joint resource allocation and power control based on Bee Life Algorithm for D2D Communication”. IEEE Wireless Communication and Networking Conference (WCNC’19), Marrakech, Morroco, April 15-18, 2019, pp: 1-6.
- S.Nita, Salim Bitam, A. Mellouk, “A Body Area Network for Ubiquitous Driver Stress Monitoring based on ECG Signal”, IEEE International Conference on Wireless and Mobile Computing (WiMOB 2019), Barcelona, Spain, October 21-23, 2019, pp: 1-6.
- F.Mezrag, S. Bitam, A. Mellouk, “IDSP: A New Identity-Based Security Protocol for Cluster-Based Wireless Sensor Networks”. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2019), Istanbul, Turkey, September 8-11, 2019, pp: 1-6
- T.Chu, V. Tong, H. A. Tran, S. Souihi, D. Q. Tran, A. Mellouk, “NextLab: A new hybrid testbed and development platform for Software-defined Networking”. 10th International Symposium on Information and Communication technology (SoICT 2019), Ha Noi, Vietnam, Dec 4-6, 2019, pp: 186-190.
- K.Benchaira, S. Bitam, A. Mellouk, A. Tahri, R. Okbi, AfibPred: “A Novel Atrial Fibrillation Prediction Approach based on Short Single-Lead ECG Using Deep Transfer Knowledge”. BDIoT 2019: 26:1-26:6
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “Empirical Study for Dynamic Adaptive Video Streaming Service Based on Google Transport QUIC Protocol”, 43rd Annual IEEE Conference on Local Computer Networks (LCN’18), Chicago, October 1-4, 2018, pp: 1-6.
- K.Benaissa, S. Bitam, A. Mellouk, “Context-based BSM Aggregation for Broad-Scale Applications in Vehicular Networks”, 43rd Annual IEEE Conference on Local Computer Networks (LCN’18), Chicago, October 1-4, 2018, pp: 1-6.
- S.Nita, Salim Bitam, A. Mellouk, “An Enhanced Random Forest for Cardiac Diseases Identification based on ECG signal”, IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2018), Limassol, Greece, June 25-29, 2018, pp: 1-8.
- T.T.M.Nguyen, D. Son, V. Tong, D. Tran, H. A. Tran, A. Mellouk, “Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android”, IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2018), Bologne, Italy, September 9-12 2018, pp: 1-7.
- F.Bannour, S. Souihi, A. Mellouk, “Adaptive State Consistency for Distributed ONOS Controllers”, IEEE International Conference on Global Communications (GlobeCom 2018), Abu Dhabi, December 9–13, 2018, pp: 1-6.
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “A novel QUIC traffic Classifier based on Convolutional Neural Networks”, IEEE International Conference on Global Communications (GlobeCom 2018), Abu Dhabi, December 9–13, 2018, pp: 1-6.
- L.Amour, M. I. Boulabiar, S. Souihi, A. Mellouk, An improved QoE estimation method based on QoS and affective computing, IEEE International Symposium on Programming and Systems (ISPS 2018), Algiers, Algeria, April 24-26, 2018, pp:1-6.
- L.Amour, S. Mushtaq, S. Souihi, A. Mellouk, QoE-based Framework to Optimize User Perceived Video Quality, 42nd Annual IEEE Conference on Local Computer Networks (LCN 2017), Singapore, October 9-12, 2017, pp: 1-6.
- K.Benaissa, S. Bitam, A. Mellouk, Efficient Messages Broadcasting Within Vehicular Safety Applications, IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2017), Montreal, Canada, 08-13 October, 2017, pp: 1-6.
- J.Bennaceur, S. Souihi, H. Idoudi, L. A. Saidani, A. Mellouk, Game-based Secure Sensing for the Mobile Cognitive Radio Network, IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2017), Montreal, Canada, 08-13 October, 2017, pp: 1-6
- F.Bannour, S. Souihi, A. Mellouk, Scalability and Reliability Aware SDN Controller Placement Strategies, 13th International Conf. on Network and Service Management (CNSM), MANSDNNFV2017, Tokyo, Japan, 26-30 Nov, 2017.
- S. Mushtaq, S. Fowler, A. Mellouk, Power Saving Model for Mobile Device and Virtual Base Station in the 5G Era, IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- A.Kerrouche, M. Reda Senouci, T. Abreu, A. Mellouk, AC-QoS-FS: Ant colony based QoS-aware forwarding strategy for routing in Named Data Networking, in IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- S.Zaidi, S. Bitam, A. Mellouk, Enhanced User Datagram Protocol for Video Streaming in VANET, in IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- B.Djamaa, M. Réda Senouci, A. Mellouk, Trickle++: A Context-Aware Trickle Algorithm. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- Y.Mordjana, M. Réda Senouci, A. Mellouk, Performance Analysis of Caching and Forwarding Strategies in Content Centric Networking. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- F.Mezrag, S. Bitam, A. Mellouk, Secure Routing in Cluster-Based Wireless Sensor Networks. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- H.A. Tran, Q. D. Tran, L. G. Nguyen, A. Mellouk, H. Mac and V. Tong, A novel SDN controller based on Ontology and Global Optimization for heterogeneous IoT architecture, ACM SoICT 2017, Nha Trang, Vietnam, December 7-8, 2017.
- 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.
- Y.Ben Youssef, A. Mellouk, A. Meriem, S. Tabbane, Video Quality assessment based on statistical selection approach for QoE factors dependency. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-6.
- S.Zaidi, S. Bitam, A. Mellouk, Enhanced Adaptive Sub-Packet Forward Error Correction mechanism for Video Streaming in VANET. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-6.
- M.S. Mushtaq, S. Fowler, B. Augustin, A. Mellouk, QoE in 5G Cloud Networks using Multimedia Services. IEEE Wireless Communication and Networking Conference (WCNC’16), Doha, Qatar, April 3-6, 2016, pp: 1-6.
- 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.
- A.Abdelali, M. R. Senouci, A. Mellouk, QoS-FS: a new forwarding strategy with QoS for routing in Named Data Networking, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- A.Mellouk, New provider services for convergence technologies based on quality of experience and quality of service paradigms. Seventh Symposium on Information and Communication Technology, ACM SoICT 2016, Ho Chi Minh City, Vietnam, December 8-9, 2016.
- S.Aroussi, A. Mellouk, Statistical evaluation for quality of experience prediction based on quality of service parameters. 23rd International Conference on Telecommunication, (ICT 2016), Thessaloniki, Greece, May 16-18, 2016.
- B.Dab, I.Fajjari, N. Aitsaadi, A.Mellouk, ‘A Novel Wireless Resource Allocation Algorithm in Hybrid Data Center Networks, in 12th IEEE International Conference on Mobile Ad hoc and Sensor Systems – IEEE MASS 2015, Dallas, Texas, USA, October 19–22, 2015.
- 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.S.Mushtaq, B. Augustin, A. Mellouk, Regulating QoE for Adaptive Video Streaming using BBF Method, in Proc. Of the IEEE International Conference on Communications (ICC), London, UK, June 10–14, 2015, pp. 1-6.
- 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.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, A Batch Approach for Survivable Virtual Network Embedding based on Monte-Carlo Tree Search, in Proc. Of the IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, May 11-15, 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.Bitam, A. Mellouk, Cloud Computing-based Message Dissemination Protocol for Vehicular Ad Hoc Networks, IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015, pp. 32-45.
- S.Souihi, M. Souidi, A. Mellouk, An Adaptive QoE-Based Network Interface Selection for Multi-homed eHealth Devices. Internet of Things. IoT Infrastructures. (IoT360), Roma, Italy, October 27-29, 2015.
- M.S.Mushtaq, B. Augustin, A. Mellouk, HTTP Rate Adaptive Algorithm with High Bandwidth Utilization, in Proc. Of the IFIP/IEEE IEEE International Conference on Network and Service Management (CNSM), Rio, Brazil, November 17-21, 2014.
- M.S.Mushtaq, B. Augustin, A. Mellouk, Crowdsourcing Framework to Assess QoE, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- M.S.Mushtaq, B. Augustin, A. Mellouk, QoE: User Profile Analysis for Multimedia Services, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- S.Fowler, C. Haan, D. Yuan, G. Baradish, A. Mellouk, Analysis of Vehicular Wireless Channel Communication via Queueing Theory Model, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- Y.Douga, M. Bourenane, A. Mellouk, Adaptive video streaming using TCP factors control with user parameters, in Proc. Of the The 9th International Conference on Future Networks and Communications (FNC 2014), Ontario, Canada, August 17 – 20, 2014, pp. 1-6.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, A Reliable Virtual Network Embedding Algorithm based on Game Theory within Cloud’s backbone, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-7.
- N.Sghaier, B. Augustin, A. Mellouk, On Enhancing Network-Lifetime in Opportunistic Wireless Sensor Networks, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014, pp. 1-8. BEST PAPER AWARD.
- M.S.Mushtaq, B. Augustin, A. Mellouk, QoE-Based LTE Downlink Scheduler for VoIP, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014, pp. 1-8.
- S.Aroussi, A. Mellouk, Survey on Machine Learning-based QoE-QoS Correlation Models, in Proc. Of the IEEE 2nd International Conference on Computing, Management and Telecommunications (ComManTel 2014), Da Nang, Vietnam, April 27 – 29, 2014, pp. 1-7.
- M.R. Senouci, M. Y. Boudaren, M. A. Senouci, A. Mellouk, A Smart Methodology for Deterministic Deployment of Wireless Sensor Networks, in Proc. Of the IEEE Conference on Smart Communications in Network Technologies (SaCoNeT’2014), Barcelona, Spain, June 18-20, 2014, pp. 1-8.
- M.E.Y. Boudaren, M.R. Senouci, M. A. Senouci, A. Mellouk, New Trends in Sensor Coverage Modeling and Related Techniques: a Brief Synthesis, in Proc. Of the IEEE Conference on Smart Communications in Network Technologies (SaCoNeT’2014), Barcelona, Spain, June 18-20, 2014, pp. 1-8.
- S.Bitam, A. Mellouk, Markov-History Based Modeling for Realistic Mobility of Vehicles in VANETs, in Proc. Of the IEEE Vehicular Technology Conference (VTC), Dresden, Germany, June 2-5, 2013, pp. 1-6.
- 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.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, PR-VNE: Preventive Reliable Virtual Network Embedding Algorithm in Cloud’s Network, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Atlanta, USA, December 9–13, 2013, pp. 1-7.
- R.S. Bhamber, S. Fowler, C. Braimiotis, A. Mellouk, Analytic Analysis of LTE/LTE-Advanced Power Saving and Delay with Bursty Traffic, in Proc. Of the IEEE International Conference on Communications (ICC), Budapest, Hungary, June 9-13, 2013, pp. 1-6.
- L.Bennacer, L. Ciavaglia, S. Ghamri-Doudane, A. Chibani, Y. Amirat, A. Mellouk, Scalable and Fast Root Cause Analysis Using Inter Cluster Inference, in Proc. Of the IEEE International Conference on Communications (ICC), Budapest, Hungary, June 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.
- S.Bitam, A. Mellouk, ITS-Cloud: Cloud Computing for Intelligent Transportation System, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, December 3-7, 2012, pp. 1-6.
- M.R. Senouci, A. Mellouk, A. Aissani, An analysis of intrinsic properties of stochastic node placement in sensor networks, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, December 3-7, 2012, pp. 1-6.
- S.Aroussi, T. B. Tebibel, A. Mellouk, Empirical QoE/QoS Correlation Model based on Multiple Parameters for VoD Flows, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, 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.
- S.Bitam, A. Mellouk, MQBM: an autonomic QoS multicast routing protocol for mobile ad hoc networks, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- S.Fowler, R. S. Bhambe, A. Mellouk, Analysis of Adjustable and Fixed DRX Mechanism for Power Saving in LTE/LTE-Advanced, 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.
- M.R.Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Using the Belief Functions Theory to Deploy Static Wireless Sensor Networks, in Proc. Of the Belief Functions Conference, Compiègne, France, May 9-11, 2012, pp. 425-432.
- 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.
- R. Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Efficient uncertainty-aware deployment algorithms for wireless sensor networks, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Paris, France, April 10-14, 2012, pp. 2163-2167.
- L.Bennacer, L. Ciavaglia, A. Chibani, Y. Amirat, A. Mellouk, Optimization of fault diagnosis based on the combination of Bayesian Networks and case Based Reasoning, in Proc. Of the IEEE/IFIP Network Operations and Management Symposium (NOMS), Hawaii, USA, April 16-20, 2012, pp. 619-622.
- 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.
- M.R.Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Uncertainty-Aware Sensor Network Deployment, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Houston, USA, December 5–9, 2011, pp. 1-5.
- B.Augustin, A. Mellouk, On Traffic Patterns of HTTP Applications, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Houston, USA, December 5–9, 2011, pp. 1-5.
- N.Sghaier, A. Mellouk, B. Augustin, Y. Amirat, J. Marty, M-E-A. Khoussa, A. Abid, R. Zitouni, Wireless Sensor Networks for medical care services, in Proc. Of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, Turkey, July 4-8, 2011, pp. 571-576.
- S.Souihi, A. Mellouk, “Knowledge Dissemination for Autonomic Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Kyoto, Japan, June 5–9, 2011, pp. 1-6.
- S.Bitam, A. Mellouk, “QoS Swarm Bee Routing Protocol forVehicular Ad Hoc Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Kyoto, Japan, June 5–9, 2011, pp. 1-6.
- M.R.Senouci, A. Mellouk, A. Aissani, H. Senouci, “Performance Evaluation of the Network Lifetime for Routing Protocols in WSN”, in Proc. Of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, Turkya, July 5-8, 2011, 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.
- H.Rifai, S. Mohammed, A. Mellouk, “A brief synthesis of QoS-QoE methodologies”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-8.
- S.Bitam, A. Mellouk, “A Swarm routing protocol for Wireless Sensor Networks”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-8. BEST PAPER AWARD.
- N.Ouferhat, A. Mellouk, B. Augustin, “Adaptive Parametric Routing based on Dynamic Metrics for Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- S.Ziane, A. Mellouk, “Inductive Routing based on Dynamic End-to-End Delay for Mobile Networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- 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.Bitam, A. Mellouk, “QoSBeeManet: a new QoS multipath routing protocol for mobile ad-hoc networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- A.Kurien, G. Noel, A. Mellouk, B. J. Wyk, K. Djouani, “Efficient Classification based on Multi-Scale Traffic Data Extraction Patterns of Cellular Network”, in Proc. Of the International Wireless Communications and Mobile Computing (IWCMC), Caen, France, June 28-July 2, 2010, pp. 361-365.
- K.Tari, Y. Amirat, A. Chibani, A. Yachir, A. Mellouk, “Context-aware Dynamic Service Composition in Ubiquitous Environment”, in Proc. Of the IEEE International Conference on Communications (ICC), Cape Town, South Africa, May 23–27, 2010, pp. 1-5.
- S.Bitam, A. Mellouk, QoSBeeManet: a new QoS multipath routing protocol for mobile ad-hoc networks, IEEE SaCoNaS 2010, International Smart Communications on Networked Autonomous Systems, USA, 6 December, 2010, TC BEST PAPER AWARD.
- N.Ouferhat, A. Mellouk, “Inductive routing based on energy and delay metrics in wireless sensor networks”, in Proc. Of the International Wireless Communications and Mobile Computing (IWCMC), Caen, France, June 28-July 2, 2010, pp. 1121-1125.
- S.Ziane, A. Mellouk, “Dynamic Routing Optimization based on Real Time Adaptive Delay Estimation”, in Proc. Of the IEEE International Conference on Computers and Communications (ISCC), Riccione, Italy, June 22-24, 2010, pp. 381-386.
- M.Aissani, A. Mellouk, N. Badache and M. Djebbar, “A Preventive Rerouting Scheme for Avoiding Voids in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), Honolulu, USA, November 30-December 4, 2009, pp. 1-5. TC BEST PAPER AWARD.
- O.Demigha N. Badache, M. Aissani, A. Mellouk, “Fault-Tolerant Prediction-Based Scheme for Target Tracking in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), Honolulu, USA, November 30-December 4, 2009, pp. 1-5.
- F.Baguenine, A. Mellouk, “QoS Swarm State Dependent Routing For Irregular Traffic in Communication Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Dresden, Germany, June 14–18, 2009, pp. 1-5.
- M.Bourennane, A. Mellouk, D. Benhamamouche, “A Coordination Mechanism Based on a Combined technique Applied to Dynamic Packet Scheduling in Routers”, in Proc. Of the IEEE International Conference on Computers and Communications (ISCC), Sousse, Tunisia, July 5-8, 2009, pp. 963-969.
- N.Ouferhat, A. Mellouk, “Energy and delay efficient state dependent routing algorithm in wireless sensor networks”, in Proc. Of the IEEE Local Computer Networks (LCN), Zurich, Switzerland, Oct. 20-23, 2009, pp. 1069-1076.
- N.Ouferhat, A. Mellouk, “Adaptive Multi Constrained Routing in WSN: Case Study of Energy and Delay Metrics”, in Proc. Of the International Conference on Cognitive Systems with Interactive Sensors (COGIS), Paris, France, November 16-18, 2009, pp. 1-5.
- M.Aissani, A. Mellouk, N. Badache, “Void Avoiding in Advance Real-Time Routing in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), New Orleans, USA, November 30 – December 4, 2008, pp. 1-5.
- M.Aissani, A. Mellouk, N. Badache, “Oriented Void Avoidance Scheme for Real-Time Routing Protocols in WSN”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), New Orleans, USA, November 30 – December 4, 2008, pp. 1-5.
- S.Ziane, A. Mellouk, “Performance Evaluation of an Adaptive State Dependent Mean Delay Routing Algorithm for MANET”, in Proc. Of the ACM International Wireless Communications and Mobile Computing Conference (IWCMC), Crete Island, Greece, August 6-8, 2008, pp. 348-353.
- 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.
- M.Bourennane, A. Mellouk, D. Benhamamouche, “Inductive QoS Packet Scheduling for Adaptive Dynamic Network”, in Proc. Of the IEEE International Conference on Communications (ICC), Beijing, China, May 19-23, 2008, pp. 3090-3094.
- 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.
- S.Ziane, A. Mellouk, ”AMDR: A Reinforcement Adaptive Mean Delay Routing Algorithm for MANET”, In 50th IEEE GlobeCom’07, USA, December 13-16, 2007.
- F.Baguennine, A. Mellouk, ” N-Best Optimal Path Ant Routing Algorithm for State-Dependent N Best Quality of service Routes in IP Networks”, In 32nd IEEE Conference on Local Computer Networks LCN’07, P2MNet, Ireland, October 15-18, 2007.
- M.Bourennane, A. Mellouk, D. Benhamamouche, ”Reinforcement Learning in Multi-Agent Environment and Ant Colony for Packet Scheduling in Routers”, In IEEE/ACM MSWIM’07, International Symposium on Modelling, Analysis and Simulation of Wireless and Mobile Systems, MobiWac, Greece, October 22-26, 2007.
- A.Mellouk, S. Hoceini, “”, In IEEE High Performance Switching and Routing (HPSR) Conference, USA, may 30-june 1er, 2007.
- N.Ouferhat, A. Mellouk, ”A QoS Scheduler Packets for Wireless Sensor Networks”, In 5th IEEE/ACS International Conference on Computer Systems and Applications, IEEE/ACS AICCSA’07, Jordan, may 13-16, 2007.
- S.Ziane, A. Mellouk, ”A QoS Adaptive Multi-path Reinforcement Learning Routing Algorithm for MANET”, In 5th IEEE/ACS International Conference on Computer Systems and Applications, IEEE/ACS AICCSA’07, Jordan, may 13-16, 2007.
- M.Aissani, M. Fenouche, H. Sadour, A. Mellouk, ”Ant-DSR: Cache Maintenance Based Routing Protocol for Mobile Ad-Hoc Networks”, In 3rd IEEE Advanced International Conference on Telecommunications (AICT’07), Mauritius, May 17-19, 2007.
- M.Aissani, M. Senouci, W. demigha, A. Mellouk, ”Optimizations and Performance Study of the Dynamic Source Routing Protocol”, In 3rd IEEE International Conference on Networking and Services (ICNS’07), Greece, June 19-25, 2007.
- N.Ouferhat, A. Mellouk, ”QoS Dynamic Routing for Wireless Sensor Networks”, In The 9-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Q2SWinet, Spain, October 2-6, 2006.
- 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.
- S.Larynouna, A. Mellouk, “Fault Tolerance Multi-Path Routing for Irregular Traffic Networks”, In IEEE International Conference on telecommunication, IEEE ICDT’06, IEEE Computer Society Press, France, Aug 29-31, 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.
- N.Ouferhat, A. Mellouk, ”Optimal QoS and Adaptive Routing in Wireless Sensor Networks”, In 2ndIEEE International Conference on Information & Communication Technologies: From Theory to Applications, IEEE ICTTA’06, Syria, April 24-28, 2006.
- M.Guezzouri, A. Mellouk, ”A new methodology to adapt SIP Protocol for voice traffic transported over IP Network”, In IEEE International Conference on Internet and Web Applications and Services, IEEE ICIW’06, IEEE Computer Society Press, France, Feb 23-25, 2006.
- S.Ziane, A. Mellouk, ”A Swarm Intelligent Multi-path Routing for Multimedia Traffic over Mobile Ad hoc Networks”, In the 8-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Q2SWinet, Canada, October 10-13, 2005.
- 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.Ziane, A. Mellouk, “A Swarm Intelligence Scheme for Routing in Mobile Ad hoc Networks”, In IEEE International Advanced Industrial Conference on Wireless Technologies, IEEE AICWT’05, IEEE Computer Society Press, Canada, Aug 14-17, 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.
- A.Mellouk, P. Gallinari, Global discrimination for neural predictive systems based on N-best algorithm. ICASSP 1995: 465-468.
- S.Garcia-Salicetti, P. Gallinari, B. Dorizzi, A. Mellouk, D. Fanchon: A neural predictive approach for on-line cursive script recognition. ICASSP 1995: 3463-3466.
- S.Garcia-Salicetti, B. Dorizzi, P. Gallinari, A. Mellouk, D. Fanchon: A hidden Markov model extension of a neural predictive system for on-line character recognition. ICDAR 1995: 50-53.
- A.Mellouk, P. Gallinari: Discriminative training for improved neural prediction systems. ICASSP 1994: 233-236.
- A.Mellouk, P. Gallinari: A discriminative neural prediction system for speech recognition. ICASSP 1993: 533-536
- A.Mellouk, P. Gallinari: Continuous Speech Recognition by neural spectrum prediction systems. WCNN 1993: 28-31
- A.Mellouk, P. Gallinari, F. Rauscher: Prediction and discrimination in neural networks for continuous speech recognition. EUROSPEECH 1993: 1603-1606
- Y.Bennani, N. Chaourar, P. Gallinari, A. Mellouk: Validation of neural net architectures on speech recognition tasks. ICASSP 1991: 97-100