Soumaya Cherkaoui

245 papers A 1B 60C 2Misc 1Journal 124Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DRL-Driven Edge-Aware Utility Optimization for Multi-Slice 6G Networks. IEEE Netw. Lett. Khaled M. Naguib, Soumaya Cherkaoui, Mahmoud M. Elmessalawy, Ahmed M. Abd El-Haleem, Ibrahim I. Ibrahim
2026	J	`jnl`	Edge AI for Internet of Robotic Things. IEEE Internet Things Mag. Zhenhui Yuan, Qing Li, Xingqin Lin, Tor-Morten Grønli, Soumaya Cherkaoui
2026	J	`jnl`	ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities. IEEE Commun. Surv. Tutorials Mira Chandra Kirana, Patatchona Keyela, Fatemeh Rostamian, Deemah H. Tashman, Soumaya Cherkaoui
2026	J	`jnl`	Network Slicing Resource Management in Uplink User-Centric Cell-Free Massive MIMO Systems. CoRR Manobendu Sarker, Soumaya Cherkaoui
2026	J	`jnl`	Priority-Based Bandwidth Allocation in Network Slicing-Enabled Cell-Free Massive MIMO Systems. CoRR Manobendu Sarker, Soumaya Cherkaoui
2026	J	`jnl`	QFed: Parameter-Compact Quantum-Classical Federated Learning. CoRR Samar Abdelghani, Soumaya Cherkaoui
2026	J	`jnl`	QuaRK: A Quantum Reservoir Kernel for Time Series Learning. CoRR Abdallah Aaraba, Soumaya Cherkaoui, Ola Ahmad, Shengrui Wang
2025	B	`conf`	Dynamic Grover Search Optimization with Deep Q-Networks for Active User Detection. GLOBECOM Deemah H. Tashman, Soumaya Cherkaoui
2025	—	`conf`	Dynamic Synergy: Leveraging RIS and Reinforcement Learning for Secure, Adaptive Underlay Cognitive Radio Networks. GIIS Deemah H. Tashman, Soumaya Cherkaoui
2025	B	`conf`	Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series. IWCMC Wajdi Hammami, Soumaya Cherkaoui, Shengrui Wang
2025	J	`jnl`	Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series. CoRR Wajdi Hammami, Soumaya Cherkaoui, Shengrui Wang
2025	J	`jnl`	Federated Learning-based MARL for Strengthening Physical-Layer Security in B5G Networks. CoRR Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2025	J	`jnl`	Maximizing Reliability in Overlay Radio Networks with Time Switching and Power Splitting Energy Harvesting. CoRR Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2025	J	`jnl`	Multivariate Time Series Forecasting with Gate-Based Quantum Reservoir Computing on NISQ Hardware. CoRR Wissal Hamhoum, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmed, Shengrui Wang
2025	—	`conf`	Open RAN Slicing with Quantum Optimization. GIIS Patatchona Keyela, Soumaya Cherkaoui
2025	J	`jnl`	Open RAN Slicing with Quantum Optimization. CoRR Patatchona Keyela, Soumaya Cherkaoui
2025	J	`jnl`	Optimizing Cognitive Networks: Reinforcement Learning Meets Energy Harvesting Over Cascaded Channels. CoRR Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2025	J	`jnl`	Performance Optimization of Energy-Harvesting Underlay Cognitive Radio Networks Using Reinforcement Learning. CoRR Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2025	J	`jnl`	Quantum Gated Recurrent GAN with Gaussian Uncertainty for Network Anomaly Detection. CoRR Wajdi Hammami, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmad, Shengrui Wang
2025	B	`conf`	Quantum-Aided Active User Detection for Energy-Efficient CD-NOMA in Cognitive Radio Networks. IWCMC Deemah H. Tashman, Soumaya Cherkaoui
2025	B	`conf`	Robust Ensemble Model for Attack Detection in Open RAN. GLOBECOM Mira Chandra Kirana, Soumaya Cherkaoui
2024	B	`conf`	A Network-based Compute Reuse Architecture for IoT Applications. GLOBECOM Boubakr Nour, Soumaya Cherkaoui
2024	J	`jnl`	FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles. CoRR Cyprien Quéméneur, Soumaya Cherkaoui
2024	—	`conf`	Federated Learning-based MARL for Strengthening Physical-Layer Security in B5G Networks. ICC Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2024	—	`conf`	Fortifying Open RAN Security with Zero Trust Architecture and Transformers. ICC Wissal Hamhoum, Hatim Lakhdar, Soumaya Cherkaoui
2024	—	`conf`	LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder. WF-IoT Alexis Vieloszynski, Soumaya Cherkaoui, Ola Ahmad, Jean Frédéric Laprade, Olivier Nahman-Lévesque, Abdallah Aaraba, Shengrui Wang
2024	J	`jnl`	LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder. CoRR Alexis Vieloszynski, Soumaya Cherkaoui, Jean Frédéric Laprade, Olivier Nahman-Lévesque, Abdallah Aaraba, Shengrui Wang
2024	B	`conf`	Matching-based Service Offloading for Compute-less Driven IoT Networks. GLOBECOM Boubakr Nour, Soumaya Cherkaoui
2024	J	`jnl`	Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting. IEEE Trans. Cogn. Commun. Netw. Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2024	J	`jnl`	MistralBSM: Leveraging Mistral-7B for Vehicular Networks Misbehavior Detection. CoRR Wissal Hamhoum, Soumaya Cherkaoui
2024	J	`jnl`	Open RAN Slicing for MVNOs With Deep Reinforcement Learning. IEEE Internet Things J. Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui
2024	J	`jnl`	Optimizing Cognitive Networks: Reinforcement Learning Meets Energy Harvesting Over Cascaded Channels. IEEE Syst. J. Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2024	Misc	`conf`	QuaCK-TSF: Quantum-Classical Kernelized Time Series Forecasting. QCE Abdallah Aaraba, Soumaya Cherkaoui, Ola Ahmad, Jean Frédéric Laprade, Olivier Nahman-Lévesque, Alexis Vieloszynski, Shengrui Wang
2024	J	`jnl`	QuaCK-TSF: Quantum-Classical Kernelized Time Series Forecasting. CoRR Abdallah Aaraba, Soumaya Cherkaoui, Ola Ahmad, Jean Frédéric Laprade, Olivier Nahman-Lévesque, Alexis Vieloszynski, Shengrui Wang
2024	—	`conf`	Securing Cognitive IoT Networks: Reinforcement Learning for Adaptive Physical Layer Defense. ICCSPA Deemah H. Tashman, Soumaya Cherkaoui
2024	B	`conf`	Securing Next-Generation Networks against Eavesdroppers: FL-Enabled DRL Approach. IWCMC Deemah H. Tashman, Soumaya Cherkaoui
2024	J	`jnl`	Statistical privacy protection for secure data access control in cloud. J. Inf. Secur. Appl. Yaser Baseri, Abdelhakim Hafid, Mahdi Daghmehchi Firoozjaei, Soumaya Cherkaoui, Indrakshi Ray
2024	J	`jnl`	Successive data injection in conditional quantum GAN applied to time series anomaly detection. IET Quantum Commun. Benjamin Kalfon, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmad, Shengrui Wang
2023	J	`jnl`	Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning. IEEE Commun. Stand. Mag. Abderrahime Filali, Boubakr Nour, Soumaya Cherkaoui, Abdellatif Kobbane
2023	B	`conf`	Digital Twin and DRL-Driven Semantic Dissemination for 6G Autonomous Driving Service. GLOBECOM Yihang Tao, Jun Wu, Xi Lin, Shahid Mumtaz, Soumaya Cherkaoui
2023	J	`jnl`	Empowering Security and Trust in 5G and Beyond: A Deep Reinforcement Learning Approach. IEEE Open J. Commun. Soc. Hajar Moudoud, Soumaya Cherkaoui
2023	B	`conf`	Enhancing Open RAN Security with Zero Trust and Machine Learning. GLOBECOM Hajar Moudoud, Soumaya Cherkaoui
2023	J	`jnl`	Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks. IEEE Commun. Mag. Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
2023	B	`conf`	Federated Learning Meets Blockchain to Secure the Metaverse. IWCMC Hajar Moudoud, Soumaya Cherkaoui
2023	J	`jnl`	Guest Editorial Digital Twins for Mobile Networks - Part I. IEEE J. Sel. Areas Commun. Shahid Mumtaz, Soumaya Cherkaoui, Mohsen Guizani, Joel J. P. C. Rodrigues, Abdulmotaleb El Saddik, Sabita Maharjan, Yang Xiao, Ikram Ashraf
2023	J	`jnl`	Guest Editorial Digital Twins for Mobile Networks - Part II. IEEE J. Sel. Areas Commun. Shahid Mumtaz, Soumaya Cherkaoui, Mohsen Guizani, Joel J. P. C. Rodrigues, Abdulmotaleb El Saddik, Sabita Maharjan, Yang Xiao, Ikram Ashraf
2023	B	`conf`	Leveraging Graph Theory for Efficient Cache Policy Design in $360^{\circ}$ Video Streaming. GLOBECOM Ahmed Saadallah, Philippe Brunet, Inès El Korbi, Sidi-Mohammed Senouci, Soumaya Cherkaoui
2023	J	`jnl`	Multi-tasking Federated Learning meets Blockchain to Foster Trust and Security in the Metaverse. Ad Hoc Networks Hajar Moudoud, Soumaya Cherkaoui
2023	B	`conf`	Performance Optimization of Energy-Harvesting Underlay Cognitive Radio Networks Using Reinforcement Learning. IWCMC Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
2023	A	`conf`	Quantum Leap: Exploring the Potential of Quantum Machine Learning for Communication Networks. MSWiM Soumaya Cherkaoui
2023	B	`conf`	RL-Based Adaptive Duty Cycle Scheduling in WSN-Based IoT Nets. GLOBECOM Nadia Charef, Maroua Abdelhafidh, Adel Ben Mnaouer, Karl Andersson, Soumaya Cherkaoui
2023	—	`conf`	Securing Overlay Cognitive Radio Networks Over Cascaded Channels with Energy Harvesting. GLOBECOM (Workshops) Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda, Sidi Mohammed Senouci
2023	J	`jnl`	Simulation and Performance Evaluation of a Bio-Inspired Nanogenerator for Medical Applications. IEEE Trans. Biomed. Eng. Arash Azarnoush, Oussama Abderrahmane Dambri, Eslin Üstün Karatop, Dimitrios Makrakis, Soumaya Cherkaoui
2023	J	`jnl`	SoftCaching: A framework for caching node selection and routing in Software-Defined Information Centric Internet of Things. Comput. Networks Wajid Rafique, Abdelhakim Senhaji Hafid, Soumaya Cherkaoui
2023	B	`conf`	Strengthening Open Radio Access Networks: Advancing Safeguards Through ZTA and Deep Learning. GLOBECOM Hajar Moudoud, Wissal Hamhoum, Soumaya Cherkaoui
2023	J	`jnl`	Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection. CoRR Benjamin Kalfon, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmad, Shengrui Wang
2023	J	`jnl`	User Trajectory Prediction in Mobile Wireless Networks Using Quantum Reservoir Computing. CoRR Zoubeir Mlika, Soumaya Cherkaoui, Jean Frédéric Laprade, Simon Corbeil-Letourneau
2023	J	`jnl`	User trajectory prediction in mobile wireless networks using quantum reservoir computing. IET Quantum Commun. Zoubeir Mlika, Soumaya Cherkaoui, Jean Frédéric Laprade, Simon Corbeil-Letourneau
2022	J	`jnl`	A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks. CoRR Amine Abouaomar, Zoubeir Mlika, Abderrahime Filali, Soumaya Cherkaoui, Abdellatif Kobbane
2022	J	`jnl`	A Resources Representation For Resource Allocation In Fog Computing Networks. CoRR Amine Abouaomar, Soumaya Cherkaoui, Abdellatif Kobbane, Oussama Abderrahmane Dambri
2022	J	`jnl`	An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. CoRR Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2022	J	`jnl`	An Overview of Blockchain and 5G Networks. CoRR Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2022	J	`jnl`	Clustered Vehicular Federated Learning: Process and Optimization. CoRR Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022	J	`jnl`	Clustered Vehicular Federated Learning: Process and Optimization. IEEE Trans. Intell. Transp. Syst. Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022	B	`conf`	Collaborative Computation Offloading and Resource Allocation in Satellite Edge Computing. GLOBECOM Ruisong Wang, Weichen Zhu, Gongliang Liu, Ruofei Ma, Di Zhang, Shahid Mumtaz, Soumaya Cherkaoui
2022	J	`jnl`	Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning. CoRR Abderrahime Filali, Boubakr Nour, Soumaya Cherkaoui, Abdellatif Kobbane
2022	J	`jnl`	Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks. CoRR Zoubeir Mlika, Soumaya Cherkaoui
2022	J	`jnl`	Complementing IoT Services Using Software-Defined Information Centric Networks: A Comprehensive Survey. IEEE Internet Things J. Wajid Rafique, Abdelhakim Senhaji Hafid, Soumaya Cherkaoui
2022	J	`jnl`	Data-Aware Device Scheduling for Federated Edge Learning. IEEE Trans. Cogn. Commun. Netw. Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022	J	`jnl`	Data-Quality Based Scheduling for Federated Edge Learning. CoRR Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
2022	J	`jnl`	Deep Deterministic Policy Gradient to Minimize the Age of Information in Cellular V2X Communications. CoRR Zoubeir Mlika, Soumaya Cherkaoui
2022	J	`jnl`	Deep Deterministic Policy Gradient to Minimize the Age of Information in Cellular V2X Communications. IEEE Trans. Intell. Transp. Syst. Zoubeir Mlika, Soumaya Cherkaoui
2022	—	`conf`	Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X. UNet Andy Triwinarko, Zoubeir Mlika, Soumaya Cherkaoui, Iyad Dayoub
2022	J	`jnl`	Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model. IEEE Trans. Netw. Sci. Eng. Hajar Moudoud, Zoubeir Mlika, Lyes Khoukhi, Soumaya Cherkaoui
2022	J	`jnl`	Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services. IEEE Trans. Netw. Sci. Eng. Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
2022	J	`jnl`	Dynamic SDN-based Radio Access Network Slicing with Deep Reinforcement Learning for URLLC and eMBB Services. CoRR Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
2022	J	`jnl`	Electrical Load Forecasting Using Edge Computing and Federated Learning. CoRR Afaf Taïk, Soumaya Cherkaoui
2022	J	`jnl`	Federated Learning and Proactive Computation Reuse at the Edge of Smart Homes. IEEE Trans. Netw. Sci. Eng. Boubakr Nour, Soumaya Cherkaoui, Zoubeir Mlika
2022	J	`jnl`	Federated Learning for RAN Slicing in Beyond 5G Networks. CoRR Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
2022	J	`jnl`	How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy. IEEE Netw. Boubakr Nour, Soumaya Cherkaoui
2022	J	`jnl`	Matching-Game for User-Fog Assignment. CoRR Amine Abouaomar, Abdellatif Kobbane, Soumaya Cherkaoui
2022	J	`jnl`	Matching-based Service Offloading for Compute-less Driven IoT Networks. CoRR Boubakr Nour, Soumaya Cherkaoui
2022	J	`jnl`	Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC. CoRR Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2022	J	`jnl`	Modeling Self-Assembly of Polymer-Based Wired Nano-Communication Channel. IEEE Trans. Mol. Biol. Multi Scale Commun. Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2022	J	`jnl`	Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. CoRR Zoubeir Mlika, Soumaya Cherkaoui
2022	J	`jnl`	Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach. CoRR Zoubeir Mlika, Soumaya Cherkaoui
2022	—	`conf`	Performance of PHY/MAC Cross-Layer Design for Next-Generation V2X Applications. IoTaIS Andy Triwinarko, Soumaya Cherkaoui, Iyad Dayoub
2022	—	`conf`	Performance of Radio Access Technologies for Next Generation V2VRU Networks. ICC Andy Triwinarko, Soumaya Cherkaoui, Iyad Dayoub
2022	J	`jnl`	Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. CoRR Hajar Moudoud, Lyes Khoukhi, Soumaya Cherkaoui
2022	J	`jnl`	Resource Provisioning in Edge Computing for Latency Sensitive Applications. CoRR Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2022	J	`jnl`	Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach. IEEE Syst. J. Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2022	B	`conf`	Toward Secure and Private Federated Learning for IoT using Blockchain. GLOBECOM Hajar Moudoud, Soumaya Cherkaoui
2022	J	`jnl`	Towards a Scalable and Trustworthy Blockchain: IoT Use Case. CoRR Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2022	J	`jnl`	Towards a Secure and Reliable Federated Learning using Blockchain. CoRR Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2022	J	`jnl`	Unsupervised Data Splitting Scheme for Federated Edge Learning in IoT Networks. CoRR Boubakr Nour, Soumaya Cherkaoui
2021	J	`jnl`	"Chatty Devices" and edge-based activity classification. Discov. Internet Things Mike Lakoju, Amir Javed, Omer F. Rana, Pete Burnap, Samuelson Tijesunimi Atiba, Soumaya Cherkaoui
2021	B	`conf`	A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks. LCN Amine Abouaomar, Zoubeir Mlika, Abderrahime Filali, Soumaya Cherkaoui, Abdellatif Kobbane
2021	J	`jnl`	A Network-based Compute Reuse Architecture for IoT Applications. CoRR Boubakr Nour, Soumaya Cherkaoui
2021	—	`conf`	Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks. ICC Zoubeir Mlika, Soumaya Cherkaoui
2021	J	`jnl`	Data-Aware Device Scheduling for Federated Edge Learning. CoRR Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2021	B	`conf`	Data-Quality Based Scheduling for Federated Edge Learning. LCN Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
2021	J	`jnl`	Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. CoRR Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
2021	J	`jnl`	Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. IEEE Wirel. Commun. Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
2021	J	`jnl`	Federated Edge Learning: Design Issues and Challenges. IEEE Netw. Afaf Taïk, Soumaya Cherkaoui
2021	J	`jnl`	How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy. CoRR Boubakr Nour, Soumaya Cherkaoui
2021	J	`jnl`	IEEE Access Special Section Editorial: Flying Ad Hoc Networks: Challenges, Potentials, Future Applications, and Way Forward. IEEE Access Omer Chughtai, Mubashir Husain Rehmani, Leila Musavian, Sidi-Mohammed Senouci, Soumaya Cherkaoui, Shiwen Mao
2021	J	`jnl`	Massive IoT Access With NOMA in 5G Networks and Beyond Using Online Competitiveness and Learning. IEEE Internet Things J. Zoubeir Mlika, Soumaya Cherkaoui
2021	B	`conf`	Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC. GLOBECOM Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2021	J	`jnl`	Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. IEEE Netw. Zoubeir Mlika, Soumaya Cherkaoui
2021	J	`jnl`	Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach. Ann. des Télécommunications Zoubeir Mlika, Soumaya Cherkaoui
2021	J	`jnl`	On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey. IEEE Access Ahmad Alalewi, Iyad Dayoub, Soumaya Cherkaoui
2021	J	`jnl`	PHY layer enhancements for next generation V2X communication. Veh. Commun. Andy Triwinarko, Iyad Dayoub, Soumaya Cherkaoui
2021	J	`jnl`	Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. IEEE Netw. Hajar Moudoud, Lyes Khoukhi, Soumaya Cherkaoui
2021	J	`jnl`	Research Landscape - 6G Networks Research in Europe. IEEE Netw. Soumaya Cherkaoui
2021	J	`jnl`	Resource Provisioning in Edge Computing for Latency-Sensitive Applications. IEEE Internet Things J. Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2021	J	`jnl`	Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach. CoRR Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
2021	—	`conf`	Towards a Scalable and Trustworthy Blockchain: IoT Use Case. ICC Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2021	B	`conf`	Towards a Secure and Reliable Federated Learning using Blockchain. GLOBECOM Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2020	J	`jnl`	A Physical Channel Model for Wired Nano-Communication Networks. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2020	J	`jnl`	Context-Aware Adaptive Remote Access for IoT Applications. IEEE Internet Things J. Amel Arfaoui, Soumaya Cherkaoui, Ali Kribeche, Sidi Mohammed Senouci
2020	J	`jnl`	Design and Evaluation of a Receiver for Wired Nano-Communication Networks. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2020	—	`conf`	Electrical Load Forecasting Using Edge Computing and Federated Learning. ICC Afaf Taïk, Soumaya Cherkaoui
2020	J	`jnl`	Federated Edge Learning : Design Issues and Challenges. CoRR Afaf Taïk, Soumaya Cherkaoui
2020	J	`jnl`	Massive Access in Beyond 5G IoT Networks with NOMA: NP-hardness, Competitiveness and Learning. CoRR Zoubeir Mlika, Soumaya Cherkaoui
2020	J	`jnl`	Multi-Access Edge Computing: A Survey. IEEE Access Abderrahime Filali, Amine Abouaomar, Soumaya Cherkaoui, Abdellatif Kobbane, Mohsen Guizani
2020	—	`conf`	Open Source Platform for Extended Perception Using Communications and Machine Learning on a Small-Scale Vehicular Testbed. GIIS Jihene Rezgui, Émile Gagné, Guillaume Blain, Maximilien Harvey, Olivier St-Pierre, Soumaya Cherkaoui
2020	J	`jnl`	Preemptive SDN Load Balancing With Machine Learning for Delay Sensitive Applications. IEEE Trans. Veh. Technol. Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
2020	—	`conf`	Toward a Wired Ad Hoc Nanonetwork. ICC Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2019	—	`ed.`	2019 IEEE 44th LCN Symposium on Emerging Topics in Networking (LCN Symposium), Osnabrück, Germany, October 14-17, 2019 LCN Symposium Soumaya Cherkaoui, Lyes Khoukhi
2019	J	`jnl`	A Game Theory Based Efficient Computation Offloading in an UAV Network. IEEE Trans. Veh. Technol. Mohamed Ayoub Messous, Sidi-Mohammed Senouci, Hichem Sedjelmaci, Soumaya Cherkaoui
2019	B	`conf`	A Resources Representation for Resource Allocation in Fog Computing Networks. GLOBECOM Amine Abouaomar, Soumaya Cherkaoui, Abdellatif Kobbane, Oussama Abderrahmane Dambri
2019	B	`conf`	An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. PIMRC Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
2019	—	`conf`	Context-Aware Adaptive Authentication and Authorization in Internet of Things. ICC Amel Arfaoui, Soumaya Cherkaoui, Ali Kribeche, Sidi Mohammed Senouci, Mohamed Hamdi
2019	B	`conf`	Design Optimization of a MIMO Receiver for Diffusion-based Molecular Communication. WCNC Oussama Abderrahmane Dambri, Amine Abouaomar, Soumaya Cherkaoui
2019	B	`conf`	Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. IWCMC Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
2019	J	`jnl`	Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
2019	J	`jnl`	Performance Enhancement of Diffusion-based Molecular Communication with Photolysis. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2019	—	`conf`	Prediction-Based Switch Migration Scheduling for SDN Load Balancing. ICC Abderrahime Filali, Soumaya Cherkaoui, Abdellatif Kobbane
2019	J	`jnl`	Toward a Wired Ad Hoc Nanonetwork. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2018	B	`conf`	Enhancing Signal Strength and ISI-Avoidance of Diffusion-based Molecular Communication. IWCMC Oussama Abderrahmane Dambri, Soumaya Cherkaoui
2018	J	`jnl`	IEEE ACCESS Special Section Editorial: Energy Harvesting and Scavenging: Technologies, Algorithms, and Communication Protocols. IEEE Access Mubashir Husain Rehmani, Ayaz Ahmad, Abderrezak Rachedi, Soumaya Cherkaoui, Kok-Lim Alvin Yau
2018	B	`conf`	Matching-Game for User-Fog Assignment. GLOBECOM Amine Abouaomar, Abdellatif Kobbane, Soumaya Cherkaoui
2018	J	`jnl`	Privacy preserving fine-grained location-based access control for mobile cloud. Comput. Secur. Yaser Baseri, Abdelhakim Hafid, Soumaya Cherkaoui
2018	—	`conf`	SDN Controller Assignment and Load Balancing with Minimum Quota of Processing Capacity. ICC Abderrahime Filali, Abdellatif Kobbane, Mouna Elmachkour, Soumaya Cherkaoui
2017	B	`conf`	A many-to-many matching game in ultra-dense LTE HetNets. IWCMC Mariame Amine, Abdellaziz Walid, Abdellatif Kobbane, Soumaya Cherkaoui
2017	B	`conf`	An M2M Access Management Scheme for Electrical Vehicles. GLOBECOM Jihene Rezgui, Soumaya Cherkaoui
2017	B	`conf`	Controlling cloud data access privilege: Cryptanalysis and security enhancement. PIMRC Yaser Baseri, Abdelhakim Hafid, Mohammed Amine Togou, Soumaya Cherkaoui
2017	J	`jnl`	Dynamic Hierarchical Aggregation for Vehicular Sensing. IEEE Trans. Intell. Transp. Syst. Jagruti Sahoo, Soumaya Cherkaoui, Abdelhakim Hafid, Pratap Kumar Sahu
2017	J	`jnl`	Guest Editorial: Heterogeneous Vehicular Networking. Veh. Commun. Soumaya Cherkaoui, Sharief M. A. Oteafy, Baoxian Zhang, Marion Berbineau
2017	B	`conf`	Intelligent Route Guidance for Electric Vehicles in the Smart Grid. GLOBECOM Achraf Bourass, Soumaya Cherkaoui, Lyes Khoukhi
2017	—	`conf`	MAP: Contention-free MAC protocol for VANETs with PLNC. ICC Eugène David Ngangue Ndih, Soumaya Cherkaoui
2017	J	`jnl`	RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. CoRR Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
2017	B	`conf`	Secure Communication Scheme for Electric Vehicles in the Smart Grid. GLOBECOM Achraf Bourass, Soumaya Cherkaoui, Lyes Khoukhi
2017	J	`jnl`	Secure Optimal Itinerary Planning for Electric Vehicles in the Smart Grid. IEEE Trans. Ind. Informatics Achraf Bourass, Soumaya Cherkaoui, Lyes Khoukhi
2017	—	`conf`	Smart charge scheduling for EVs based on two-way communication. ICC Jihene Rezgui, Soumaya Cherkaoui
2017	J	`jnl`	Vehicle Software Updates Distribution with SDN and Cloud Computing. IEEE Commun. Mag. Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Senhaji Hafid
2016	B	`conf`	A distributed D-hop cluster formation for VANET. WCNC Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Senhaji Hafid
2016	—	`conf`	A distributed cluster based transmission scheduling in VANET. ICC Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Senhaji Hafid
2016	—	`conf`	Adaptive 802.15.4 backoff procedure to survive coexistence with 802.11 in extreme conditions. CCNC Eugène David Ngangue Ndih, Soumaya Cherkaoui
2016	J	`jnl`	An Optimized Flow Allocation in Vehicular Cloud. IEEE Access Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Hafid
2016	B	`conf`	DCEV: A distributed cluster formation for VANET based on end-to-end realtive mobility. IWCMC Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Senhaji Hafid
2016	—	`conf`	E-NC: PSO based enforced network coding in vehicular networks. CCNC Pratap Kumar Sahu, Abdelhakim Hafid, Jagruti Sahoo, Soumaya Cherkaoui
2016	J	`jnl`	IEEE Access Special Section Editorial: The Plethora of Research in Internet of Things (IoT). IEEE Access Abderrezak Rachedi, Mubashir Husain Rehmani, Soumaya Cherkaoui, Joel J. P. C. Rodrigues
2016	—	`conf`	K-anonymous location-based fine-grained access control for mobile cloud. CCNC Yaser Baseri, Abdelhakim Hafid, Soumaya Cherkaoui
2016	—	`conf`	Link Activation with Parallel Interference Cancellation in Multi-Hop VANET. VTC Fall Meysam Azizian, Soumaya Cherkaoui, Abdelhakim Senhaji Hafid
2016	J	`jnl`	On Enhancing Technology Coexistence in the IoT Era: ZigBee and 802.11 Case. IEEE Access Eugène David Ngangue Ndih, Soumaya Cherkaoui
2016	J	`jnl`	Optimal selection of aggregation locations for participatory sensing by mobile cyber-physical systems. Comput. Commun. Jagruti Sahoo, Soumaya Cherkaoui, Abdelhakim Hafid
2016	—	`conf`	Reducing Energy Consumption for Reconfiguration in Cloud Data Centers. VTC Fall Omar Chakroun, Soumaya Cherkaoui
2016	B	`conf`	Resource Allocation for Delay Sensitive Applications in Mobile Cloud Computing. LCN Omar Chakroun, Soumaya Cherkaoui
2016	B	`conf`	Setting up an extended perception in a vehicular network environment: A proof of concept. WCNC Nader Chaabouni, Abdelhakim Senhaji Hafid, Jihene Rezgui, Soumaya Cherkaoui
2016	—	`conf`	Studying the impact of DSRC penetration rate on lane changing advisory application. ICC Omar Chakroun, Soumaya Cherkaoui
2016	J	`jnl`	Three dimensional compressed sensing for wireless networks-based multiple node localization in multi-floor buildings. Wirel. Commun. Mob. Comput. Mohamed Amine Abid, Soumaya Cherkaoui
2015	B	`ed.`	40th IEEE Conference on Local Computer Networks, LCN 2015, Clearwater Beach, FL, USA, October 26-29, 2015 LCN Salil S. Kanhere, Jens Tölle, Soumaya Cherkaoui
2015	—	`ed.`	40th IEEE Local Computer Networks Conference Workshops, LCN Workshops 2015, Clearwater Beach, FL, USA, October 26-29, 2015 LCN Workshops Salil S. Kanhere, Jens Tölle, Soumaya Cherkaoui
2015	J	`jnl`	Analytic Modeling of the Coexistence of IEEE 802.15.4 and IEEE 802.11 in Saturation Conditions. IEEE Commun. Lett. Eugène David Ngangue Ndih, Soumaya Cherkaoui, Iyad Dayoub
2015	J	`jnl`	DMAP: Density Map Service in City Environments. IEEE Trans. Intell. Transp. Syst. Pratap Kumar Sahu, Abdelhakim Hafid, Soumaya Cherkaoui
2015	—	`conf`	Guidance model for EV charging service. ICC Dhaou Said, Soumaya Cherkaoui, Lyes Khoukhi
2015	B	`conf`	Hierarchical aggregation for delay-sensitive vehicular sensing. IWCMC Jagruti Sahoo, Soumaya Cherkaoui, Abdelhakim Hafid
2015	—	`conf`	Investigating the Use of Message Reneging in Multi-hop 802.11p VANETs. ANT/SEIT Omar Chakroun, Soumaya Cherkaoui
2015	B	`conf`	M-PNC: Multi-hop physical layer network coding for shared paths in vehicular networks. IWCMC Pratap Kumar Sahu, Abdelhakim Hafid, Soumaya Cherkaoui
2015	J	`jnl`	Multi-priority queuing for electric vehicles charging at public supply stations with price variation. Wirel. Commun. Mob. Comput. Dhaou Said, Soumaya Cherkaoui, Lyes Khoukhi
2015	B	`conf`	On Channel Reuse for Cloud Network Users. GLOBECOM Amir Minayi Jalil, Soumaya Cherkaoui, Abdelhakim Hafid
2015	—	`conf`	On-Move 2015. LCN Workshops Karl Andersson, Soumaya Cherkaoui
2014	B	`conf`	A novel vehicular sensing framework for smart cities. LCN Jagruti Sahoo, Soumaya Cherkaoui, Abdelhakim Hafid
2014	J	`jnl`	About Deterministic and non-Deterministic Vehicular Communications over DSRC/802.11p. Wirel. Commun. Mob. Comput. Jihene Rezgui, Soumaya Cherkaoui
2014	—	`conf`	Congestion control in vehicular networks using network coding. ICC Pratap Kumar Sahu, Abdelhakim Hafid, Soumaya Cherkaoui
2014	—	`conf`	Density Map Service in VANETs City Environments. ADHOC-NOW Pratap Kumar Sahu, Abdelhakim Hafid, Soumaya Cherkaoui
2014	—	`conf`	Improved multi-channel operation for safety messages dissemination in vehicular networks. DIVANet Meysam Azizian, Eugène David Ngangue Ndih, Soumaya Cherkaoui
2014	B	`conf`	Inter street interference cancelation in urban vehicular networks using network coding. GLOBECOM Pratap Kumar Sahu, Abdelhakim Hafid, Soumaya Cherkaoui
2014	J	`jnl`	On improving delay performance of IEEE 802.11p vehicular safety communication. Int. J. Auton. Adapt. Commun. Syst. Jihene Rezgui, Soumaya Cherkaoui, Omar Chakroun
2014	—	`conf`	Optimal selection of aggregation locations for urban sensing. ICC Jagruti Sahoo, Soumaya Cherkaoui, Abdelhakim Hafid
2014	J	`jnl`	Overhead-free congestion control and data dissemination for 802.11p VANETs. Veh. Commun. Omar Chakroun, Soumaya Cherkaoui
2014	—	`conf`	RMDS: Relevance-based messages dissemination scheme for 802.11p VANETs. ICC Omar Chakroun, Soumaya Cherkaoui
2014	—	`conf`	RSU cloud and its resource management in support of enhanced vehicular applications. GLOBECOM Workshops Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
2014	B	`conf`	Scheduling protocol with load managementfor EV charging. GLOBECOM Dhaou Said, Soumaya Cherkaoui, Lyes Khoukhi
2013	—	`conf`	Advanced scheduling protocol for electric vehicle home charging with time-of-use pricing. ICC Dhaou Said, Soumaya Cherkaoui, Lyes Khoukhi
2013	—	`ed.`	Communication Technologies for Vehicles, 5th International Workshop, Nets4Cars/Nets4Trains 2013, Villeneuve d'Ascq, France, May 14-15, 2013. Proceedings Nets4Cars/Nets4Trains Marion Berbineau, Magnus Jonsson, Jean-Marie Bonnin, Soumaya Cherkaoui, Marina Aguado, Cristina Rico Garcia, Hassan Ghannoum, Rashid Mehmood, Alexey V. Vinel
2013	—	`conf`	Enhancing safety messages dissemination over 802.11p/DSRC. LCN Workshops Omar Chakroun, Soumaya Cherkaoui
2013	J	`jnl`	Modulation network coding. IET Commun. Eugène David Ngangue Ndih, Soumaya Cherkaoui
2013	—	`conf`	Pedestrian collision avoidance in vehicular networks. ICC Mohamed Amine Abid, Omar Chakroun, Soumaya Cherkaoui
2013	B	`conf`	Queuing model for EVs charging at public supply stations. IWCMC Dhaou Said, Soumaya Cherkaoui, Lyes Khoukhi
2012	—	`conf`	3D compressive sensing for nodes localization in WNs based on RSS. ICC Mohamed Amine Abid, Soumaya Cherkaoui
2012	B	`conf`	A two-way communication scheme for vehicles charging control in the smart grid. IWCMC Jihene Rezgui, Soumaya Cherkaoui, Dhaou Said
2012	B	`conf`	Analytical transmit power adjustment in cooperative vehicle safety systems. GLOBECOM Jihene Rezgui, Soumaya Cherkaoui
2012	B	`conf`	MUDDS: Multi-metric Unicast Data Dissemination Scheme for 802.11p VANETs. IWCMC Omar Chakroun, Soumaya Cherkaoui, Jihene Rezgui
2012	J	`jnl`	Mac for Physical-Layer Network Coding in VANETs. Int. J. Bus. Data Commun. Netw. Eugène David Ngangue Ndih, Soumaya Cherkaoui
2012	—	`conf`	On supporting mobile peer to mobile peer communications. ICC Tarik Taleb, Eugène David Ngangue Ndih, Soumaya Cherkaoui
2012	—	`conf`	Reliable broadcasting in VANETs using Physical-Layer Network Coding. ICCIT Eugène David Ngangue Ndih, Soumaya Cherkaoui
2012	—	`conf`	Toward neighborhood prediction using Physical-Layer Network Coding. ICC Eugène David Ngangue Ndih, Soumaya Cherkaoui
2011	J	`jnl`	Decision-Making Assistance in Engineering-Change Management Process. IEEE Trans. Syst. Man Cybern. Part C Dounia Habhouba, Soumaya Cherkaoui, Alain Desrochers
2011	B	`conf`	Detecting faulty and malicious vehicles using rule-based communications data mining. LCN Jihene Rezgui, Soumaya Cherkaoui
2011	B	`conf`	Deterministic access for DSRC/802.11p vehicular safety communication. IWCMC Jihene Rezgui, Soumaya Cherkaoui, Omar Chakroun
2011	—	`conf`	Improved Inter-Network Handover for Highly Mobile Users and Vehicular Networks. VTC Spring Soumaya Cherkaoui, Tarik Taleb, Eugène David Ngangue Ndih
2011	B	`conf`	Interoperability between Deterministic and Non-Deterministic Vehicular Communications over DSRC/802.11p. GLOBECOM Jihene Rezgui, Soumaya Cherkaoui, Omar Chakroun
2011	B	`conf`	On using compressive sensing for vehicular traffic detection. IWCMC Maurice Sipouo Ngandjon, Soumaya Cherkaoui
2011	—	`conf`	Statistical Modeling of the Physical-Layer Network Coding in Time-Varying Two-Way Relay Channels. ICC Eugène David Ngangue Ndih, Soumaya Cherkaoui
2011	B	`conf`	Toward a Network Coding Constellation for Two-Way Relay Node Channels. GLOBECOM Eugène David Ngangue Ndih, Soumaya Cherkaoui
2011	B	`conf`	Wireless technology agnostic real-time localization in urban areas. LCN Mohamed Amine Abid, Soumaya Cherkaoui
2010	J	`jnl`	A secure service architecture to support wireless vehicular networks. Int. J. Auton. Adapt. Commun. Syst. Etienne S. Coronado, Soumaya Cherkaoui
2010	J	`jnl`	Handling handovers in vehicular communications using an IEEE 802.11p model in NS-2. Int. J. Ultra Wideband Commun. Syst. Balkrishna Sharma Gukhool, Soumaya Cherkaoui
2010	J	`jnl`	Intelligent QoS management for multimedia services support in wireless mobile ad hoc networks. Comput. Networks Lyes Khoukhi, Soumaya Cherkaoui
2010	J	`jnl`	Performance analysis of secure on-demand services for wireless vehicular networks. Secur. Commun. Networks Etienne S. Coronado, Soumaya Cherkaoui
2010	B	`conf`	Received Signal Compensation-Based Position Estimation of Outdoor RFID Nodes. GLOBECOM Mohamed Amine Abid, Soumaya Cherkaoui
2009	C	`conf`	Agent-based assistance for engineering change management: An implementation prototype. CSCWD Dounia Habhouba, Alain Desrochers, Soumaya Cherkaoui
2009	B	`conf`	Managing rescue and relief operations using wireless mobile ad hoc technology, the best way? LCN Lyes Khoukhi, Soumaya Cherkaoui, Dominique Gaïti
2009	B	`conf`	Provisioning of On-Demand Services in Vehicular Networks. GLOBECOM Etienne S. Coronado, Soumaya Cherkaoui
2009	B	`conf`	The 3rd IEEE LCN Workshop on User MObility and Vehicular Networks (ON-MOVE 2009). LCN Soumaya Cherkaoui, Christer Åhlund
2009	J	`jnl`	Toward Neural Networks Solution for Multimedia Support in Mobile Ad hoc Networks. J. Networks Lyes Khoukhi, Soumaya Cherkaoui
2008	B	`conf`	IEEE 802.11p modeling in NS-2. LCN Balkrishna Sharma Gukhool, Soumaya Cherkaoui
2008	B	`conf`	Mobility management for highly mobile users and vehicular networks in heterogeneous environments. LCN Karl Andersson, Christer Åhlund, Balkrishna Sharma Gukhool, Soumaya Cherkaoui
2007	B	`conf`	An AAA Study for Service Provisioning in Vehicular Networks. LCN Etienne S. Coronado, Soumaya Cherkaoui
2006	—	`conf`	Engineering Change Management and Decision-Making Assistance using Software Agent. CCECE Dounia Habhouba, Alain Desrochers, Soumaya Cherkaoui
2006	—	`conf`	MSBR: a multi-path routing approach based on end-to-end reliability. Q2SWinet Soumaya Cherkaoui, Omar Lahlou
2006	B	`conf`	Multiple Description and Multi-Path Routing for Robust Voice Transmission over Ad Hoc Networks. WiMob Mylène D. Kwong, Soumaya Cherkaoui, Roch Lefebvre
2006	J	`jnl`	Simulating Realistic Urban Scenarios for Ad Hoc Networks. Int. J. Bus. Data Commun. Netw. Abdoul-Kader Harouna Souley, Soumaya Cherkaoui
2005	—	`conf`	A Fuzzy Petri Nets QoS Model for Wireless AD Hoc Networks. INTELLCOMM Lyes Khoukhi, Soumaya Cherkaoui
2005	—	`conf`	Advanced Mobility Models for Ad Hoc Network Simulations. Systems Communications Abdoul-Kader Harouna Souley, Soumaya Cherkaoui
2005	—	`conf`	FuzzyCCG: a fuzzy logic QoS approach for congestiosn control in wireless ad hoc networks. Q2SWinet Lyes Khoukhi, Soumaya Cherkaoui
2004	—	`conf`	Flexible QoS Routing Protocol for Mobile Ad Hoc Network. ICT Lyes Khoukhi, Soumaya Cherkaoui
2003	J	`jnl`	A Multi-Agent Architecture for Automated Product Technical Specifications Verification in CAD Environments. Trans. SDPS Soumaya Cherkaoui, Alain Desrochers, Dounia Habhouba
2003	—	`conf`	Conceptual Foundations of User Preference Modeling. Net-Con Zohair Chentouf, Ahmed Khoumsi, Soumaya Cherkaoui
2003	J	`jnl`	Experimenting with Feature Interaction Management in SIP Environment. Telecommun. Syst. Zohair Chentouf, Soumaya Cherkaoui, Ahmed Khoumsi
2003	—	`conf`	New Management Methods for Feature and Preference Interactions. MMNS Zohair Chentouf, Soumaya Cherkaoui, Ahmed Khoumsi
2002	C	`conf`	A Multi-agent Architecture for Automated Product Technical Specification Verification in CAD Environments. CSCWD Alain Desrochers, Soumaya Cherkaoui
2001	—	`conf`	Use of Agents for Resolving Feature Interactions. MATA Ahmed Khoumsi, Soumaya Cherkaoui