UAV-Mounted Cloudlet Systems for Emergency Response in Industrial Areas. - Rodolfo W. L. Coutinho; Azzedine Boukerche (IEEE Trans. Ind. Informatics, 2022)

Driving Behavior Analysis Guidelines for Intelligent Transportation Systems. - Mozhgan Nasr Azadani; Azzedine Boukerche (IEEE Trans. Intell. Transp. Syst., 2022)

Siamese Temporal Convolutional Networks for Driver Identification Using Driver Steering Behavior Analysis. - Mozhgan Nasr Azadani; Azzedine Boukerche (IEEE Trans. Intell. Transp. Syst., 2022)

A Novel Multimodal Vehicle Path Prediction Method Based on Temporal Convolutional Networks. - Mozhgan Nasr Azadani; Azzedine Boukerche (IEEE Trans. Intell. Transp. Syst., 2022)

A Novel Smart Lightweight Visual Attention Model for Fine-Grained Vehicle Recognition. - Azzedine Boukerche; Xiren Ma (IEEE Trans. Intell. Transp. Syst., 2022)

An Energy-Efficient Controller Management Scheme for Software-Defined Vehicular Networks. - Azzedine Boukerche; Noura Aljeri (IEEE Trans. Sustain. Comput., 2022)

A Novel Two-Mode QoS-Aware Mobile Charger Scheduling Method for Achieving Sustainable Wireless Sensor Networks. - Azzedine Boukerche; Qiyue Wu; Peng Sun 007 (IEEE Trans. Sustain. Comput., 2022)

FECO: An Efficient Deep Reinforcement Learning-Based Fuel-Economic Traffic Signal Control Scheme. - Azzedine Boukerche; Dunhao Zhong; Peng Sun 007 (IEEE Trans. Sustain. Comput., 2022)

A Novel Mobility-Aware Offloading Management Scheme in Sustainable Multi-Access Edge Computing. - Shichao Guan; Azzedine Boukerche (IEEE Trans. Sustain. Comput., 2022)

Towards a Sustainable Highway Road-Based Driving Protocol for Connected and Self-Driving Vehicles. - Maram Bani Younes; Azzedine Boukerche (IEEE Trans. Sustain. Comput., 2022)

A Novel Reinforcement Learning-Based Cooperative Traffic Signal System Through Max-Pressure Control. - Azzedine Boukerche; Dunhao Zhong; Peng Sun 007 (IEEE Trans. Veh. Technol., 2022)

Swarm-Based and Energy-Aware Unmanned Aerial Vehicle System for Video Delivery of Mobile Objects. - Iago Medeiros; Azzedine Boukerche; Eduardo Cerqueira (IEEE Trans. Veh. Technol., 2022)

GMP: Goal-Based Multimodal Motion Prediction for Automated Vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (GLOBECOM, 2023)

Latency-Constrained Dynamic Computation Offloading in Mobile Edge Computing using Multi-Agent Reinforcement Learning. - Peyvand Teymoori; Azzedine Boukerche (GLOBECOM, 2023)

Controlling the Vehicular Traffic Around Tunnels and Bridges Road Architectures Using VANETs. - Maram Bani Younes; Azzedine Boukerche (GLOBECOM, 2023)

GHL-SAR: Secure and Adaptive Routing Based on GMM-HMM-LSTM for UASNs. - Rongxin Zhu; Azzedine Boukerche; Xiangdang Huang; Qiuling Yang (GLOBECOM, 2023)

A Context-Aware Path Forecasting Method for Connected Autonomous Vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (ICC, 2023)

ARAT: An Altitude-Based Routing Protocol for Hybrid Aerial-Terrestrial Networks. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (ICC, 2023)

Modeling and Performance Evaluation of Collaborative IoT Cross-Camera Video Analytics. - Rodolfo W. L. Coutinho; Azzedine Boukerche (ICC, 2023)

On the Impact of Malicious and Cooperative Clients on Validation Score-Based Model Aggregation for Federated Learning. - Murat Arda Onsu; Burak Kantarci; Azzedine Boukerche (ICC, 2023)

A Novel Multi-Factor Aware Online Scheduling Method for Improving Vehicular Edge Computing Efficiency. - Lang Qian; Peng Sun 007; Kun Yang 010; Azzedine Boukerche; Liang Song (ICC, 2023)

A Novel Robust Reinforcement Learning-based Dependent Task Offloading Algorithm for Mobile Edge Intelligence. - Xu Deng; Peng Sun 007; Kun Yang 010; Gaoyun Fang; Azzedine Boukerche; Liang Song (ICPADS, 2023)

A Novel Multimodal Behavior Prediction Method for Automated Vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (DIVANet, 2023)

A Social-Aware Vehicle Path Forecasting Method using Graph Neural Networks. - Mozhgan Nasr Azadani; Azzedine Boukerche (DIVANet, 2023)

T-SAPR: An Efficient Q-Learning Trust-based Secure Routing Protocol for Underwater Acoustic Sensor Networks. - Azzedine Boukerche; Rongxin Zhu; Qiuling Yang (Q2SWinet, 2023)

Strategies to Plan the Number and Locations of RSUs for an IEEE 802.11p-based Infrastructure in Urban Environment. - Juan Pablo Astudillo León; Anthony Busson; Luis J. de la Cruz Llopis; Thomas Begin; Azzedine Boukerche (MSWiM, 2023)

IoDAPM: A Reinforcement Learning Approach for Dynamic Assignment of Protection Mechanisms in IoD. - Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (MSWiM, 2023)

Towards a Trusted Channel Energy-Aware Routing Algorithm for Underwater Sensor Networks. - Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (Q2SWinet, 2023)

Traffic Flow based Feature Engineering for Urban Management System. - Hongfan Mu; Noura Aljeri; Azzedine Boukerche (NOMS, 2023)

Performance Evaluation of Communication Lifetime Prediction Model for Autonomous Vehicular Networks. - Noura Aljeri; Azzedine Boukerche (PE-WASUN, 2023)

Drone Delivery: Why, Where, and When. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (PE-WASUN, 2023)

DissIdent: A Dissimilarity-based Approach for Improving the Identification of Unknown UAVs. - Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (PIMRC, 2023)

An Efficient Transfer and Ensemble Learning Based Computer Aided Breast Abnormality Diagnosis System. - Farnoosh Azour; Azzedine Boukerche (IEEE Access, 2023)

STAG: A novel interaction-aware path prediction method based on Spatio-Temporal Attention Graphs for connected automated vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (Ad Hoc Networks, 2023)

IoDMix: A novel routing protocol for Delay-Tolerant Internet of Drones integration in Intelligent Transportation System. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (Ad Hoc Networks, 2023)

A blockchain-based reputation system for trusted VANET nodes. - Claudio Piccolo Fernandes; Carlos Montez; Daniel D. Adriano; Azzedine Boukerche; Michelle S. Wangham (Ad Hoc Networks, 2023)

Trajectory Matters: Impact of Jamming Attacks Over the Drone Path Planning on the Internet of Drones. - Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (Ad Hoc Networks, 2023)

SmartLight: A smart efficient traffic light scheduling algorithm for green road intersections. - Maram Bani Younes; Azzedine Boukerche; Floriano De Rango (Ad Hoc Networks, 2023)

A Novel Statistical and Neural Network Combined Approach for the Cloud Spot Market. - Gustavo Portella; Eduardo Yoshio Nakano; Genaína Nunes Rodrigues; Azzedine Boukerche; Alba C. M. A. Melo (IEEE Trans. Cloud Comput., 2023)

Ensuring the Compatibility of Autonomous Electric Vehicles Components Through a Formal Approach Based on Interaction Protocols. - Samir Chouali; Azzedine Boukerche; Ahmed Mostefaoui; Mohammed Amine Merzoug (IEEE Trans. Veh. Technol., 2023)

Utility-Aware Legitimacy Detection of Mobile Crowdsensing Tasks via Knowledge-Based Self Organizing Feature Map. - Murat Simsek; Burak Kantarci; Azzedine Boukerche (IEEE Trans. Mob. Comput., 2023)

A Novel Traffic Characteristics Aware and Context Prediction Protocol for Intelligent Connected Vehicles. - Maram Bani Younes; Azzedine Boukerche (IEEE Trans. Veh. Technol., 2023)

Average age upon decisions with truncated HARQ and optimization in the finite blocklength regime. - Zhiwei Bao; Yulin Hu; Peng Sun 007; Azzedine Boukerche; Anke Schmeink (Comput. Commun., 2023)

A novel hybrid method for achieving accurate and timeliness vehicular traffic flow prediction in road networks. - Zepu Wang; Peng Sun 007; Yulin Hu; Azzedine Boukerche (Comput. Commun., 2023)

Security in the Industrial Internet of Drones. - Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (IEEE Internet Things Mag., 2023)

A Novel Scalable Framework to Reconstruct Vehicular Trajectories From Unreliable GPS Datasets. - Roniel Soares de Sousa; Azzedine Boukerche; Antonio A. F. Loureiro (IEEE Trans. Intell. Transp. Syst., 2023)

A trust management-based secure routing protocol with AUV-aided path repairing for Underwater Acoustic Sensor Networks. - Rongxin Zhu; Azzedine Boukerche; Libin Feng; Qiuling Yang (Ad Hoc Networks, 2023)

When Smart Metaverse Meets Affective Computing: Opportunities and Design Guidelines. - Rodolfo W. L. Coutinho; Azzedine Boukerche (IEEE Commun. Mag., 2023)

How to cope with malicious federated learning clients: An unsupervised learning-based approach. - Murat Arda Onsu; Burak Kantarci; Azzedine Boukerche (Comput. Networks, 2023)

DESLR: Energy-efficient and secure layered routing based on channel-aware trust model for UASNs. - Rongxin Zhu; Azzedine Boukerche; Xiangdang Huang; Qiuling Yang (Comput. Networks, 2023)

Robust COVID-19 vaccination control in a multi-city dynamic transmission network: A novel reinforcement learning-based approach. - Bolin Song; Xiaoyu Wang; Peng Sun 007; Azzedine Boukerche (J. Netw. Comput. Appl., 2023)

A Novel Ant Colony-inspired Coverage Path Planning for Internet of Drones. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (Comput. Networks, 2023)

Internet of Drones and Terrestrial Networks: A Successful Partnership. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (IEEE Internet Things Mag., 2023)

Generating and Analyzing Mobility Traces for Bus-Based Vehicular Networks. - Clayson Celes; Azzedine Boukerche; Antonio A. F. Loureiro (IEEE Trans. Veh. Technol., 2023)

Privacy Preserving Localization for UASNs via Adversarial Cryptography using Acoustic Channel Features. - Rong Fan; Azzedine Boukerche; Pan Pan; Zhigang Jin; Yishan Su (GLOBECOM, 2024)

Collaborative Object Detection and Localization For Supporting Autonomous Driving. - Haowen Ji; Peng Sun 007; Yulin Hu; Hongjin Wang; Azzedine Boukerche (GLOBECOM, 2024)

Dynamic Slice-Based Privacy-Preserving Data Aggregation for UWSNs. - Pengcheng Li; Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (GLOBECOM, 2024)

A New Online Evolutive Optimization Method for Driving Agents. - Lang Qian; Peng Sun 007; Yilei Wang; Jiayue Jin; Azzedine Boukerche; Liang Song (GLOBECOM, 2024)

"Less Knowledge is Less" - An Empirical Study of Intelligent Traffic Signal Network Efficiency Under Partial Information. - Yanming Shen; Zepu Wang; Peng Sun 007; Yulin Hu; Azzedine Boukerche (GLOBECOM, 2024)

Enhancing Source Location Privacy in UASNs: A Multi-Armed Bandit and Pseudopacket Scheduling Approach. - Rongxin Zhu; Azzedine Boukerche; Zhe Li; Qiuling Yang (GLOBECOM, 2024)

A Novel Transformer-Based Model for Motion Forecasting in Connected Automated Vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (ICC, 2024)

Filling the Communication Gaps in Drone Delivery. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (ICC, 2024)

Towards Quantification of Covid-19 Intervention Policies from Machine Learning-based Time Series Forecasting Approaches. - Yuzhe Gu; Peng Sun 007; Azzedine Boukerche (ICC, 2024)

On The Performance of Perception Systems of Autonomous Vehicles. - Alireza Najafi; Azzedine Boukerche (ICC, 2024)

SkyCloaking: A UAV-Assisted Privacy-Preserving Strategy for Location-Based Service Users. - Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (ICC, 2024)

SK-SVR-CNN: A Hybrid Approach for Traffic Flow Prediction with Signature PDE Kernel and Convolutional Neural Networks. - Gezhi Wang; Zepu Wang; Peng Sun 007; Azzedine Boukerche (ICC, 2024)

A Traffic-Aware Trust Model Based on Edge Computing for Underwater Wireless Sensor Networks. - Rongxin Zhu; Azzedine Boukerche; Pengcheng Li; Qiuling Yang (ICC, 2024)

Guidelines for Parameter Selection in Traffic Light Control Methods Using Reinforcement Learning: Insights from Empirical Studies. - Lang Qian; Peng Sun 007; Kun Yang 010; Jingyu Zhang; Azzedine Boukerche; Liang Song (IWQoS, 2024)

An AUV-Assisted Data Collection Approach for UASNs Based on Hybrid Clustering and Matrix Completion. - Qihang Jiang; Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (WCNC, 2024)

Spatio-Temporal Feature Engineering for Deep Learning Models in Traffic Flow Forecasting. - Hongfan Mu; Noura Aljeri; Azzedine Boukerche (IEEE Access, 2024)

Towards an optimal 3-D design and deployment of 6G UAVs for interference mitigation under terrestrial networks. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002; Sahil Garg; Mohammad Mehedi Hassan; Azzedine Boukerche (Ad Hoc Networks, 2024)

Strategic deployment of RSUs in urban settings: Optimizing IEEE 802.11p infrastructure. - Juan Pablo Astudillo León; Anthony Busson; Luis J. de la Cruz Llopis; Thomas Begin; Azzedine Boukerche (Ad Hoc Networks, 2024)

Towards optimal tuned machine learning techniques based vehicular traffic prediction for real roads scenarios. - Raneem Qaddoura; Maram Bani Younes; Azzedine Boukerche (Ad Hoc Networks, 2024)

NEMa: A Novel Energy-Efficient Mobility Management Protocol for 5G/6G-Enabled Sustainable Vehicular Networks. - Noura Aljeri; Azzedine Boukerche (Comput. Networks, 2024)

A reliable cluster-based opportunistic routing protocol for underwater wireless sensor networks. - Rongxin Zhu; Azzedine Boukerche; Yanxia Chen; Qiuling Yang (Comput. Networks, 2024)

Delay-aware and reliable medium access control protocols for UWSNs: Features, protocols, and classification. - Rongxin Zhu; Azzedine Boukerche; Deshun Li; Qiuling Yang (Comput. Networks, 2024)

IoT video analytics for surveillance-based systems in smart cities. - Kasra Aminiyeganeh; Rodolfo W. L. Coutinho; Azzedine Boukerche (Comput. Commun., 2024)

The evolution of detection systems and their application for intelligent transportation systems: From solo to symphony. - Zedian Shao; Kun Yang 010; Peng Sun 007; Yulin Hu; Azzedine Boukerche (Comput. Commun., 2024)

Design Guidelines on Trust Management for Underwater Wireless Sensor Networks. - Rongxin Zhu; Azzedine Boukerche; Libo Long; Qiuling Yang (IEEE Commun. Surv. Tutorials, 2024)

Networking Systems for Video Anomaly Detection: A Tutorial and Survey. - Jing Liu 050; Yang Liu 246; Jieyu Lin; Jielin Li; Peng Sun 007; Bo Hu 002; Liang Song; Azzedine Boukerche; Victor C. M. Leung (CoRR, 2024)

A novel hierarchical distributed vehicular edge computing framework for supporting intelligent driving. - Kun Yang 010; Peng Sun 007; Dingkang Yang; Jieyu Lin; Azzedine Boukerche; Liang Song (Ad Hoc Networks, 2024)

Connecting Internet of Drones and Urban Computing: Methods, protocols and applications. - Lailla M. S. Bine; Azzedine Boukerche; Linnyer Beatrys Ruiz; Antonio A. F. Loureiro (Comput. Networks, 2024)

LEHA: A novel lightweight efficient and highly accurate lane departure warning system. - Yue Chen; Peng Sun 007; Azzedine Boukerche (Multim. Tools Appl., 2024)

CAPHA: A Novel Context-Aware Behavior Prediction System of Heterogeneous Agents for Autonomous Vehicles. - Mozhgan Nasr Azadani; Azzedine Boukerche (IEEE Trans. Veh. Technol., 2024)

An Efficient Secure and Adaptive Routing Protocol Based on GMM-HMM-LSTM for Internet of Underwater Things. - Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (IEEE Internet Things J., 2024)

Dynamic Artificial Neural Network-Assisted GPS-Less Navigation for IoT-Enabled Drones. - Murat Simsek; Azzedine Boukerche; Burak Kantarci; Rahman Bitirgen; Muhsin Hancer; Ismail Bayezit (IEEE Internet Things Mag., 2024)

Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models. - Yang Liu 246; Dingkang Yang; Yan Wang 068; Jing Liu 050; Jun Liu 036; Azzedine Boukerche; Peng Sun 007; Liang Song (ACM Comput. Surv., 2024)

Flavors of the Next Generation of Unmanned Aerial Vehicles Networks. - Lailla M. S. Bine; Alisson Renan Svaigen; Azzedine Boukerche; Linnyer B. Ruiz; Antonio A. F. Loureiro (IEEE Internet Things J., 2024)

Connected Internet of Things for Monitoring and Tracking of Endangered Whales. - Rodolfo W. L. Coutinho; Azzedine Boukerche (IEEE Internet Things Mag., 2024)

Proof of Eligibility: A Secure, Energy-Efficient Blockchain-Based Mechanism for IoT. - Abdallah Belkadi; Ahmed Louazani; Larbi Sekhri; Azzedine Boukerche; Ali El Kamel (Wirel. Pers. Commun., 2024)

Towards A Secure Proactive Handover Mechanism Design for intelligent Connected Vehicles. - Noura Aljeri; Azzedine Boukerche (IWCMC, 2025)

AUV-Assisted data collection using hybrid clustering and reinforcement learning in underwater acoustic sensor networks. - Yanxia Chen; Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (Ad Hoc Networks, 2025)

Hierarchical multi-scale spatio-temporal semantic graph convolutional network for traffic flow forecasting. - Hongfan Mu; Noura Aljeri; Azzedine Boukerche (J. Netw. Comput. Appl., 2025)

A Survey on Diffusion Models for Anomaly Detection. - Jing Liu 050; Zhenchao Ma; Zepu Wang; Yang Liu 246; Zehua Wang; Peng Sun 007; Liang Song; Bo Hu 002; Azzedine Boukerche; Victor C. M. Leung (CoRR, 2025)

A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems. - Linxiao Gong; Hao Yang; Gaoyun Fang; Bobo Ju; Juncen Guo; Xiaoguang Zhu; Xiping Hu; Yan Wang 068; Peng Sun 007; Azzedine Boukerche (CoRR, 2025)

Secure Localization for Underwater Wireless Sensor Networks via AUV Cooperative Beamforming With Reinforcement Learning. - Rong Fan; Azzedine Boukerche; Pan Pan; Zhigang Jin; Yishan Su; Fei Dou (IEEE Trans. Mob. Comput., 2025)

Hierarchical Transformers for Motion Forecasting Based on Inverse Reinforcement Learning. - Mozhgan Nasr Azadani; Azzedine Boukerche (IEEE Trans. Veh. Technol., 2025)

Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey. - Jing Liu; Yao Du; Kun Yang; Yan Wang; Xiping Hu; Zehua Wang; Yang Liu; Peng Sun; Azzedine Boukerche; Victor C. M. Leung (CoRR, 2025)

An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks. - Rongxin Zhu; Azzedine Boukerche; Qiuling Yang (ACM Trans. Sens. Networks, 2025)

Networking Systems for Video Anomaly Detection: A Tutorial and Survey. - Jing Liu 050; Yang Liu 246; Jieyu Lin; Jielin Li; Liang Cao; Peng Sun 007; Bo Hu 002; Liang Song; Azzedine Boukerche; Victor C. M. Leung (ACM Comput. Surv., 2025)