Computing - Applied Artificial lntelligence

  • Assistant Professor AI, Intelligent Surveillance, Visual Analytics
  • MUHAMMAD, KHAN 홈페이지 바로가기
    Lab Visual Analytics for Knowledge Laboratory (VIS2KNOW Lab)

Education

  • MS Leading to PhD, Sejong University, Seoul, South Korea (Feb 2019)
  • BS, Islamia College Peshawar, KPK, Pakistan (Aug 2014)

Experience

  • Assistant Professor (Tenure-Track General), Sungkyunkwan University, South Korea (March 2022~Present)
  • Assistant Professor (Non-Tenure Track), Sejong University, South Korea (March 2019~Feb 2022)
  • Lab Coordinator, Sejong University, South Korea (March 2018~Feb 2019)
  • Research Associate, Sejong University, South Korea (March 2017~Feb 2018)
  • Research Assistant, Sejong University, South Korea (March 2015~Feb 2017)
  • Research Assistant, Islamia College Peshawar, Pakistan (March 2014~Feb 2015)

Journal Articles

  • (2024)  Coverage Path Planning for IoUAVs With Tiny Machine Learning in Complex Areas Based On Convex Decomposition.  IEEE INTERNET OF THINGS JOURNAL. 
  • (2024)  Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment.  COGNITIVE COMPUTATION. 
  • (2023)  Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies.  FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE.  152,  March
  • (2023)  Large-Scale Person Re-Identification for Crowd Monitoring in Emergency.  IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. 
  • (2023)  Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. 
  • (2023)  Multimodal Neurosymbolic Approach for Explainable Deepfake Detection.  ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 
  • (2023)  Student behavior recognition for interaction detection in the classroom environment.  IMAGE AND VISION COMPUTING.  136,  8
  • (2023)  Deep neural networks in the cloud: Review, applications, challenges and research directions.  NEUROCOMPUTING.  545,  8
  • (2023)  Efficient Contrast Adjustment and Fusion Method for Underexposed Images in Industrial Cyber-Physical Systems.  IEEE SYSTEMS JOURNAL. 
  • (2023)  Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.  INFORMATION FUSION.  99, 
  • (2023)  Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows.  INFORMATION FUSION.  96, 
  • (2023)  A deep multiple kernel learning-based higher-order fuzzy inference system for identifying DNA N4-methylcytosine sites.  INFORMATION SCIENCES.  630,  12
  • (2023)  A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos.  ACM COMPUTING SURVEYS.  55,  10
  • (2023)  A Reliable Sample Selection Strategy for Weakly Supervised Visual Tracking.  IEEE TRANSACTIONS ON RELIABILITY.  72,  1
  • (2023)  Efficient Visual Tracking Based on Fuzzy Inference for Intelligent Transportation Systems.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 
  • (2023)  Machine learning based small bowel video capsule endoscopy analysis: Challenges and opportunities.  FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE.  143, 
  • (2022)  Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data.  INFORMATION FUSION.  92,  4
  • (2022)  Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives.  IEEE NETWORK. 
  • (2022)  Real-Time Medical Data Security Solution for Smart Healthcare.  IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 
  • (2022)  ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans.  COMPUTERS IN BIOLOGY AND MEDICINE. 

Honors / Awards

  • Highly Cited Researcher Award by Web of Science/Clarivate (2021, 2022, 2023)
  • Nobel Candidate Special Award by Sungkyunkwan University (2022)
  • IEEE Senior Membership (2022)
  • Standard Researchers List (2020, 2021, 2022, 2023)
  • Extraordinary Contribution in Academics by Pakistan Embassy at National Level (2021)
  • Outstanding Research Award (PhD), by the President of Sejong University (2019)
  • Gold Medalist, BS, Islamia College Peshawar, Pakistan (2014)