Students | Artificial Intelligence & Bioinformatics Group

PhD ALUMNI

	Nama: Mohd Akmal bin Remli Thesis Title: Improved Scatter Search Optimisation Method for Parameter Estimation in Kinetic Models for Biological Systems Main-supervisor: Dr. Azurah A Samah External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Saleha Safie Thesis Title: Video Copy-Move Forgery Detection based on Moving Object Using Optical Flow Method. Main-supervisor : Dr Azurah A Samah External Co-supervisor: Prof Ghazali Sulong (UMT)
	Nama: Logenthiran Machap Thesis Title: Improved Network Assisted Coclustering for the Identification of Cancer Subtypes (NCIS) to Identify Cancer Genes. Main-supervisor :Dr. Zalmiyah Zakaria Co-supervisor :Dr. Zuraini Ali Shah External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Muhammad Faiz Bin Misman Status: On-going (Current Sem: ) Thesis Title: Identification of Significant Multi-Omics Features Using Deep Learning Networks Main-supervisor: Dr. Azurah A Samah External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Kauthar Binti Mohd Daud Thesis Title: A Hybrid Of Different Search Algorithm And Flux Balance Analysis To Identify Reaction Knockout Strategies For In Silico Optimization Of Metabolites Production Main-supervisor: Dr. Zalmiyah Zakaria Co-supervisor: Dr. Zuraini Ali Shah External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Nies Hui Wen Thesis Title: Using An Enhanced Directed Random Walk Method For Multiclass Classification Main-supervisor: Dr. Zalmiyah Zakaria Co-supervisor: Dr. Azurah A Samah, Dr. Chan Weng Howe External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)

Our MSc ALUMNI

	Nama: Rafidah Binti Muhamad Thesis Title: New copy-move image forgery detection technique to resolve photometric attack and homogenous region challenges Main-supervisor: Dr. Azurah A Samah Co-supervisor: En Hairudin Abdul Majid External Co-supervisor: Prof Saberi Mohammad (UMK)
	Nama: Nurul Athirah Binti Nasarudin Thesis Title: Identification Of Informative Genes And Sub-Pathways Using Improved Differential Expression Analysis For Pathway (DEAP) Main-supervisor : Co-supervisor: External Co-supervisor: Prof Saberi Mohammad (UMK)
	Nama: Muhammad Mahfuz bin Zainudin Thesis Title: Schizophrenia Disease Classification Using Support Vector Machine And Independent Component Analysis With Canonical Correlation Analysis Main-supervisor: Dr. Azurah A Samah External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris(UMK), Prof Ghazali Sulong (UMT)
	Nama: Nurul Nadzirah Binti Mohd Hasri Thesis Title: Analysis of time-course gene set using improved Gene Set Enrichment Analysis (GSEA) to identify informative pathway Supervisor: Dr. Zuraini Ali Shah Co-supervisor: Dr. Chan Weng Howe External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Mohammad Fahmi Arieef bin Khairul Anuar Thesis Title: Metabolic Production Optimization in Microbial Stains Using Dynamic Flux Variability Analysis Supervisor: Dr. Azurah A Samah Co-supervisor: En Hairudin Abdul Majid External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Muhamad Farhin bin Harun Thesis Title: An improved NSGA-II for multi-objective optimization of building information modeling. Supervisor: Dr. Azurah A Samah Co-supervisor:
	Nama: Rohani Mohammad Kusairi Thesis Title: An Improved Biclustering Algorithm With Overlapping Control In Bayesian Pathway Analysis For Identification Of Informative Genes Supervisor: Dr. Chan Weng Howe Co-supervisor: En Hairudin Abdul Majid External Co-supervisor: Prof Saberi Mohammad (UMK), Prof. Dr. Safaai bin Deris (UMK)
	Nama: Mohd Izzudin Bin Razali Thesis Title: A New Video Copy-Move Forgery Detection Using Hybrid Convolutional Neural Networks-Long Short-Term Memory (ConvNet-LSTM) Supervisor: Dr. Azurah A Samah Co-supervisor: