Research Expertise

Machine Learning (Artificial Neural Networks, Deep Learning)

  1. Process modelling 
  2. Prediction system
  3. Classification system

Intelligent Computing (Heuristic Search, Genetic Algorithm)

  1. Process optimisation
  2. System optimisation

Education

Doctor of Philosophy, Intelligent Computing, Universiti Putra Malaysia, 2018

Thesis: Modelling of Biogas Production Process with Evolutionary Artificial Neural Network and Genetic Algorithm

Master of Information Technology, Universiti Kebangsaan Malaysia, 2006

Thesis: Satu Model Sistem Rangkaian Neural dan Alkhawarizmi Genetik untuk Menentukan Kualiti Minyak Pelincir (A Neural Network and Genetic Algorithm System Model to Determine Lubricant Oil Quality)

Bachelor of Information Technology Honours, System Management & Sciences, Universiti Kebangsaan Malaysia, 1999