College of Computing and Informatics - College of Computing and Informatics

  • Assistant Professor Data Science, Machine Learning and AI
  • ALI, FARMAN
    Lab Data Mining and AI Lab

Research Interest

NLP (Sentiment Analysis and Topic Modeling), Social Networking Analysis,
Recommendation Systems, Medical Informatics, Data Mining, and AI

Education

  • PhD in Information and Communication Technology, Inha University, South Korea (Aug 2018)
  • MS in Information System, Gyeongsang National University, South Korea (Feb 2015)
  • BS in Computer Science, University of Peshawar, Pakistan (June 2011)

Experience

  • Assistant Professor, Sungkyunkwan University, South Korea (March 2024 ~ Present)
  • Assistant Professor, Sejong University, South Korea (Sept 2019 ~ Feb 2024)
  • Post-Doctoral Fellow, Inha University, South Korea (Sept 2018 ~ Aug 2019)
  • Researcher, Inha University, South Korea (Sept 2015 ~ Aug 2018)
  • Research Assistant, Gyeongsang National University, South Korea (March 2013 ~ Feb 2015)
  • Lecturer, Swat Polytechnic Institute and College, Pakistan (March 2012 ~ Feb 2013)

Journal Articles

  • (2024)  AI student success predictor: Enhancing personalized learning in campus management systems.  COMPUTERS IN HUMAN BEHAVIOR.  158,  2024
  • (2024)  An expert system-based restoration method for energy services.  SUSTAINABLE ENERGY GRIDS & NETWORKS.  38,  2024
  • (2024)  Service Level Agreement in cloud computing: Taxonomy, prospects, and challenges.  INTERNET OF THINGS.  25,  2024
  • (2024)  HADE: Exploiting Human Action Recognition Through Fine-Tuned Deep Learning Methods.  IEEE ACCESS.  12,  2024
  • (2024)  Blood cell image segmentation and classification: a systematic review.  PEERJ COMPUTER SCIENCE.  2024,  2024
  • (2023)  An enhanced diabetes prediction amidst COVID-19 using ensemble models.  FRONTIERS IN PUBLIC HEALTH.  11,  2023
  • (2023)  Public mental health through social media in the post COVID-19 era.  FRONTIERS IN PUBLIC HEALTH.  11,  2023
  • (2023)  A deep learning‑assisted visual attention mechanism for anomaly detection in videos.  MULTIMEDIA TOOLS AND APPLICATIONS.  2023,  2023
  • (2023)  Enhancing Indoor Navigation in Intelligent Transportation Systems with 3D RIF and Quantum GIS.  SUSTAINABILITY.  15,  22
  • (2023)  A deep transfer learning approach for COVID-19 detection and exploring a sense of belonging with Diabetes.  FRONTIERS IN PUBLIC HEALTH.  11,  2023
  • (2023)  LSTDA: Link Stability and Transmission Delay Aware Routing Mechanism for Flying Ad-Hoc Network (FANET).  CMC-COMPUTERS MATERIALS & CONTINUA.  77,  2023
  • (2023)  A Survey of EEG and Machine Learning-Based Methods for Neural Rehabilitation.  IEEE ACCESS.  11,  2023
  • (2023)  Efficient power management optimization based on whale optimization algorithm and enhanced differential evolution.  ALEXANDRIA ENGINEERING JOURNAL.  79,  2023
  • (2023)  Role of authentication factors in Fin-tech mobile transaction security.  JOURNAL OF BIG DATA.  10,  2023
  • (2023)  Fuzzy Logic-Based Approach for Location Identification and Routing in the Outdoor Environment.  IEEE ACCESS.  11,  2023
  • (2023)  A novel driver emotion recognition system based on deep ensemble classification.  COMPLEX & INTELLIGENT SYSTEMS.  9,  2023
  • (2023)  Sentiment and Context-Aware Hybrid DNN With Attention for Text Sentiment Classification.  IEEE ACCESS.  11,  2023
  • (2023)  An advanced deep learning models-based plant disease detection: A review of recent research.  FRONTIERS IN PLANT SCIENCE.  14,  2023
  • (2023)  A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X‑ray images.  SCIENTIFIC REPORTS.  13,  2023
  • (2023)  CEER: Cooperative Energy-Efficient Routing Mechanism for Underwater Wireless Sensor Networks Using Clusters.  COMPUTER SYSTEMS SCIENCE AND ENGINEERING.  45,  3

Honors / Awards

  • Outstanding Research Award (Dean’s Choice of the Best Researcher during graduate program) at Inha University (Aug 2018)
  • Outstanding Research Award (Excellence of Journal Publication-2017) among national and international students at Inha University (April 2018)