Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network

no code implementations • 13 Oct 2022 • Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong

Explainable artificial intelligence (XAI) twin systems will be a fundamental enabler of zero-touch network and service management (ZSM) for sixth-generation (6G) wireless networks.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2

Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging

no code implementations • 2 Aug 2021 • Md. Shirajum Munir, Ki Tae Kim, Kyi Thar, Dusit Niyato, Choong Seon Hong

To tackle this, we formulate an RDSS problem for the DSO, where the objective is to maximize the charging capacity utilization by satisfying the laxity risk of the DSO.

Autonomous Vehicles Scheduling

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

no code implementations • 24 Aug 2020 • Md. Shirajum Munir, Sarder Fakhrul Abedin, Ki Tae Kim, Do Hyeon Kim, Md. Golam Rabiul Alam, Choong Seon Hong

Further, we develop a prototype of the proposed drive safe platform to establish proof-of-concept (PoC) for the road safety in IT-CPS.

Activity Recognition Sequential Pattern Mining