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An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery


Jan 26, 2022
Md. Shirajum Munir, Seong-Bae Park, Choong Seon Hong

* Accepted article by IEEE International Conference on Communications (ICC 2022), Copyright 2022 IEEE 

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Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging


Aug 02, 2021
Md. Shirajum Munir, Ki Tae Kim, Kyi Thar, Dusit Niyato, Choong Seon Hong

* Submitted to IEEE publisher for peer review 

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Drive Safe: Cognitive-Behavioral Mining for Intelligent Transportation Cyber-Physical System


Aug 24, 2020
Md. Shirajum Munir, Sarder Fakhrul Abedin, Ki Tae Kim, Do Hyeon Kim, Md. Golam Rabiul Alam, Choong Seon Hong

* Submitted to IEEE Transactions on Intelligent Transportation Systems, Special Issue on Technologies for risk mitigation and support of impaired drivers 

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Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach


Feb 21, 2020
Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen H. Tran, Zhu Han, Choong Seon Hong

* Submitted to IEEE Transactions on Intelligent Transportation Systems, Special Issue on Unmanned Aircraft System Traffic Management 

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Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach


Feb 21, 2020
Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui Nam Huh, Choong Seon Hong

* Submitted to IEEE Internet of Things Journal 

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Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems


Feb 20, 2020
Md. Shirajum Munir, Nguyen H. Tran, Walid Saad, Choong Seon Hong

* Submitted to IEEE Transactions on Network and Service Management 

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