Year |
Name |
Status |
Title |
Type |
Roles of Supervision |
2007 |
Muhammad Faiz Misman |
Graduated |
Biomarker Gen Identification from Gene Expression Microarray Data Using A Hybrid Approach For Cancer Identification |
Research |
Main Supervisor |
Naveena A/P S. Gopal Nair |
Graduated |
Genes Selection for Classification of Acute Lymphoblastic Leukemia Cancers from Microarray Gene Expression Data Using ReliefF Algorithm |
Research |
Main Supervisor |
|
Norhana Saad |
Graduated |
Application of Information Gain and Neural Network Classifier in Microarray Analysis For Classification of Myeloid or Lymphoid Leukemia |
Research |
Main Supervisor |
|
2011 |
Lim Fong Tee |
Graduated |
Validation of Hierarchical Gene Clusters Using Repeated Measurements |
Research |
Main Supervisor |
Mardhiah Binti Alias |
Graduated |
Utilization of Interpro Domain Signatures for Broadening Pathways Knowledge |
Research |
Main Supervisor |
|
Abdul Hakim Bin Mohamed Salleh |
Graduated |
Identifying Metabolic Pathway within Microarray Gene Expression Data Using Combination of Probabilistic Models |
Research |
Main Supervisor |
|
Tan Ai Kung |
Graduated |
Using Bayesian Networks to Construct Gene Regulatory Networks from Microarray Data |
Research |
Main Supervisor |
|
Kohbalan A/L Moorthy |
Graduated |
Random Forest for Gene Selection and Microarray Data Classification |
Research |
Main Supervisor |
|
Chan Weng Howe |
Graduated |
Prediction of Protein Residue Contact Using Support Vector Machine |
Research |
Main Supervisor |
|
Chai Suk Phin |
Graduated |
Constructing Gene Regulatory Network from Yeast Dataset Using Time Delay Linear Regression Models |
Research |
Main Supervisor |
|
Nordayana Binti A. Rahim |
Graduated
|
Bayesian Markov Random Fields Analysis for Protein Function Prediction Based on Protein-Protein Interaction Data |
Research |
Co- Supervisor |
|
Nor Diyana Binti Roslan |
Graduated |
L1 Penalized Estimation in the Cox Proportional Hazards Model for Survival Analysis |
Research |
Co- Supervisor |
|
Raja Nurul Mardhiah Binti Raja Mohamad |
Graduated |
Change Point Detection of Genomic Sequences Using Weighted Least Squares for Instance Quality of the Measurements |
Research |
Co-Supervisor |
|
Anis Farihan Binti Mat Raffei |
Graduated |
Protein Relative Estimation from Leukemia Data Using Variable Slope Normalization for Reverse Phase Protein Arrays |
Research |
Co- Supervisor |
|
Chin Hui Shi |
Graduated |
A Pathway-Based Approach for Analyzing Microarray Data Using Random Forests |
Research |
Co- Supervisor |
|
2012 |
Ng Siew Teng |
Graduated |
Using Particle Optimization for Estimating Kinetics Parameters on Essential Amino Acids of Arabidopsis Thaliana |
Research |
Main Supervisor |
Leong Yi Ying |
Graduated |
Simulation of Yeast Fermentation Pathway Using Bees Algorithm |
Research |
Main Supervisor |
|
Yeoh Jia Xing |
Graduated |
Parameter Estimation Using Improved Differential Evolution and Bacterial Foraging Algorithm to Model the Tyrosine Production |
Research |
Main Supervisor |
|
Nor Farhah Binti Saidin |
Graduated |
Using Ant Colony Optimization on Kinetic Modeling of Aceton Production in Lactococcus Lactis C7 |
Research |
Main Supervisor |
|
Norhaini Binti Baba |
Graduated |
Continous Dynamic Bayesian Network for Gene Regulatory Network Modeling |
Research |
Main Supervisor |
|
Law Chow Kuan |
Graduated |
Investigating the Effects of Imputation Methods for Modeling Gene Networks Using Dynamic Bayesian Network from Gene Expression Data |
Research |
Main Supervisor |
|
Masarrah Binti Abdul Mutalib |
Graduated |
Inferring Gene Network from Gene Expression Data Using Dynamic Bayesian Network with Different Scoring Metric Approaches |
Research |
Main Supervisor |
|
Ana Haziqah Binti A. Rashid |
Graduated |
Producing Succinic Acid in Yeast Using Differential Evolution Approach |
Research |
Main Supervisor |
|
|
Lee Seet Sun |
Graduated |
Artificial Bee Colony for Producing High Yields of Succinate and Lactate in Escherichia Coli |
Research |
Main Supervisor |
Yin Leang Huat |
Graduated |
Prediction of Vanillin Production in Yeast Using Hybrid of Bees Algorithm and Flux Balance Analysis Method |
Research |
Main Supervisor |
|
2013
|
Wong Sou Kah |
Graduated |
Biological Analysis of Microarray Data through Functional Profiling Using Orthogonal Forward Selection Combine Clustering Approach |
Research |
Main Supervisor |
Ting Wai Soon |
Graduated |
Gene Selection Based on Iterative Feature Elimination Random Survival Forest |
Research |
Main Supervisor |
|
Chong Shiue Kee |
Graduated |
Ant Colony Optimization Method for Optimization of Succinic Acid Production in Escherichia Coli |
Research |
Main Supervisor |
|
Tang Phooi Wah |
Graduated |
A Hybrid of Artificial Bee Colony and Minimization of Metabolic Adjustment for Microbial Strain Optimization |
Research |
Main Supervisor |
|
Tan Ching Siang |
Graduated |
An Improved MSVM-Re for Gene Selection and Weighted Gene Co-Expression Network Analysis (WGCNA) for Correlation Network Analysis |
Research |
Main Supervisor |
|
Chua Pooi San |
Graduated |
An Enhancement of Succinate and Lactate Production in Escherichia Coli with Bat Algorithm |
Research |
Main Supervisor |
|
Lu Shi Jing |
Graduated |
A Hybrid of Ant Colony Optimization Algorithm and Flux Balance Analysis to Improved Vanillin Production in Yeast |
Research |
Main Supervisor |
|
Koo Ching Lee |
Graduated |
Bees Algorithm for Optimizing Lactate and Succinate Production in Escherichia Coli |
Research |
Main Supervisor |
|
Tham Wen Shi |
Graduated |
Functional Analysis of Microarray Gene Expression Data Using Random Forest and Gene Ontology |
Research |
Main Supervisor |
|
Chew Shieh Hui |
Graduated |
Missing Value Estimation for Gene Expression Data Using Bayesian Principal Component Analysis |
Research |
Main Supervisor |
|
|
Low Swee Thing |
Graduated |
Inferring Gene Regulatory Networks Using Dynamic Bayesian Network with Markov Chain Monte Carlo Algorithm |
Research |
Co- supervisor |
|
Liew Mei Jing |
Graduated |
Optimizing Ethanol Production in Escherichia Coli Using Particle Swarm Optimization |
Research |
Co- Supervisor |
2014 |
Nies Hui Wen |
Graduated |
Improving Cluster Detection of Functional Microarray Data Using Principal Components Analysis and Clustering Approach |
Research |
Main Supervisor |
Lem Sze Yee |
Graduated |
Functional Analysis of Microarray Gene Expression Data Using Gene Selection Method with Gene Ontology |
Research |
Main Supervisor |
|
Ng Shee Ting |
Graduated |
Hybridization of Cuckoo Search and Flux Balance Analysis for Optimization of Vanillin Production in Yeast |
Research |
Main Supervisor |
|
Sior Pei Shun |
Graduated |
Hybrid Differential Evolution and Adaptive Bacterial Foraging Optimization in Parameter Estimation of Tyrosine Production |
Research |
Main Supervisor |
|
Teoh Tze Jia |
Graduated |
Using a Hybrid Algorithm on Parameter Estimation of Aceton Production in Lactococcus Lactis C7 |
Research |
Main Supervisor |
|
Cindy Loi Suok Sieng |
Graduated |
Inferring Gene Regulatory Networks Using Dynamic Bayesian Network with Estimation of Distribution Algorithm |
Research |
Main Supervisor |
|
Ooi Soon Yeow |
Graduated |
Bacterial Foraging Optimization Method for Optimization of Succinic Acid Production in Escherichia Coli |
Research |
Main Supervisor |
|
Schee Xin Lin |
Graduated |
A Hybrid Imperialist Competitive Algorithm for Optimizing Ethanol Production in Escherichia Coli |
Research |
Main Supervisor |
|
Tan Li Chin |
Graduated |
A Teaching-Learning Based Optimization Algorithm in Parameter Estimation of Yeast Fermentation Pathway |
Research |
Main Supervisor |
|
Nor Syahirah Binti Abdul Wahi |
Graduated |
Hybridization of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production |
Research |
Main Supervisor |
|
Muhammad Mahfuz Bin Zainuddin |
Graduated |
Inferring Gene Network Using Dynamic Bayesian Network with Bayesian Optimization Algorithm and Scoring Metric Approaches |
Research |
Co- Supervisor |
|
Aw Mei Yee |
Graduated |
Parameter Estimation on Aspartate Metabolism of Arabidopsis Thaliana Using Hybrid Bees Algorithm and Harmony Search |
Research |
Co- Supervisor |
|
Hon Mei Kie |
Graduated |
An Improved Hybrid Artificial Bee Colony Algorithm for Enhancing Succinate and Lactate in Escherichia Coli |
Research |
Co- Supervisor |
|
Lim Sin Yi |
Graduated |
Investigate the Effects of Imputation Methods for Modeling Gene Regulatory Networks |
Research |
Co- Supervisor |
|
Goh Shu Teng |
Graduated |
Enhancement of Lactate and Succinate Production in Escherichia Coli Using a Hybrid Firefly Algorithm |
Research |
Co- Supervisor |
|
2015 |
Mohamad Faiz Dzulkalnine |
Graduated |
Optimizing Ethanol Production by using Hybrid Particle Swarm Optimization and Artificial Bee Collony |
Research |
Main Supervisor |
Mohd Izzat Yong |
Graduated |
A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate and Succinate Production |
Research |
Main Supervisor |
|
Lee Mee Khee |
Graduated |
Enhancement of ethanol production in e.coli using a hybrid particle swarm optimization |
Research |
Main Supervisor |
|
Leong Wan Ting |
Graduated |
Enhancing Ethanol Production Using a hybrid of firefly algorithm & dynamic flux balance analysis |
Research |
Main Supervisor |
|
Man Mei Yen |
Graduated |
A hybrid of Bat Algorithm and Minimization of Metabolic Adjustment for succinate & lactate production |
Research |
Main Supervisor |
|
Ahmad Muhaimin Ismail |
Graduated |
Parameter Estimation Using Artificial Bee Colony Algorithm for Yeast Fermentation Pathway |
Research |
Main Supervisor |
|
Ong Mei Sin |
Graduated |
Hybrid of Firefly Algorithm & Minimization of Metabolic Adjustment to Improve Vanillin Production in Yeast |
Research |
Main Supervisor |
|
Mohamad Saufie Bin Rosle |
Graduated |
A hybrid Particle swarm optimization & Harmony Search to estimate kinetic parameter in Arabidopsis Thaliana |
Research |
Main Supervisor |
|
Tan Jun Bin |
Graduated |
A Hybrid of Ant Colony Optimization and Genetic Algorithm for Optimization of Succinic Acid Production |
Research |
Main Supervisor |
|
2016 |
Arhaime Hamezze Bin Abdul Halim |
Graduated |
Pathway based Analysis using SVM-Elasticnet for Gene Selection and Classification |
Research |
Main Supervisor |
Hor Zhang Neng |
Graduated |
A Hybrid of Differential Evolution and Minimization of Metabolic Adjustment for Succinic and Ethanol Production |
Research |
Main Supervisor |
|
Luah Kim Hooi |
Graduated |
A Hybrid of Bees Hill and Minimization of Metabolic Adjustment for Ethanol and Succinate Production |
Research |
Main Supervisor |
|
Mohammad Fahmi Arieef Bin Khairil Anuar |
Graduated |
A Hybrid of Integer Differential Bees and Flux Balance Analysis for Succinate and Ethanol Production |
Research |
Main Supervisor |
|
Siow Shen Yee |
Graduated |
An Enhancement of Lactate and Succinate Production Using A Hybrid of Bacterial Optimization Algorithm |
Research |
Main Supervisor |
|
Sri Nursyafika Binti Ahmad Damanhuri |
Graduated |
Gene Subset Selection For Cancer Classification by using An Improved Proportional Overlapping Score Method |
Research |
Main Supervisor |
|
Rafidah Binti Muhamad |
Graduated |
Gene Identification using Pathway based Analysis and A Bias-Corrected Hierarchical Bayesian Method |
Research |
Main Supervisor |
|
Noor Alyanis Farhaida Binti Mohd Zainon |
Graduated |
An Improved Teigen using Multiple Support Vector Machine for High Classification Accuracy |
Research |
Main Supervisor |
|
Nurazreen Afiqah Binti Abd Rahman |
Graduated |
Pathway based Analysis using SVM-RFE for Gene Selection and Classification |
Research |
Main Supervisor |
|
Nurul Nadzirah Binti Mohd Hasri |
Graduated |
Improved Support Vector Machine using Multiple SVM-RFE for Cancer Classification |
Research |
Co-Supervisor |
|
Nur Shaidatul Akhma Binti Abdul Razak |
Graduated |
A Cancer Classification by using Multinomial Sparse Group Lasso Algorithm to Lower the Classification Error Rates |
Research |
Co-Supervisor |
|
Nurul Athirah Binti Nasarudin |
Graduated |
Pathway based Analysis using SVM-LASSO for Gene Selection and Classification |
Research |
Co-Supervisor |
|
Nurul Syifa Binti Kamarol Zaman |
Graduated |
Hybridization of Simulated Kalman Filter and Minimization of Metabolic Adjustment for Succinate and Lactate Production |
Research |
Co-Supervisor |
|
Rohani Binti Mohammad Kusairi |
Graduated |
An Improved Parallel mRMRe for Cancer Classification |
Research
|
Co-Supervisor |
|
2017 |
Nurshahira binti Yusuf |
Graduated |
A Hybrid of Gravitational Search Algorithm and Flux Balance Analysis For Optimization Of Metabolite Production |
Research
|
Main Supervisor |
Nur Izzati binti Juraimi |
Graduated |
A Hybrid Of Bees Algorithm And Dynamic Flux Balance Analysis For Optimization of Lactate Production. |
Research
|
Main Supervisor |
|
Nurul Fatin Asyira Zulkifli |
Graduated |
Flower Pollination Algorithm For Kinetic Parameter Estimation In Threonine Pathway |
Research
|
Co-Supervisor |
|
Aminah Binti Mustaffa |
Graduated |
Performance Comparison of Nature-Inspired Optimization Algorithms For Parameter Estimation In Kinetic Model of Metabolic Systems |
Research
|
Co-Supervisor |
|
Tengku Shamimi Dahlia Binti Tengku Shaiful Anuar |
Graduated |
A Hybrid Of Ant Colony Optimization and Dynamic Flux Balance Analysis For Vitamin B12 Optimization |
Research
|
Co-Supervisor |
|
Tuan Watie Binti Tuan Mat |
Graduated |
A Hybrid of Harmony Search Algorithm and Flux Balance Analysis for Tyrosine Production |
Research
|
Co-Supervisor |
|
Siti Zaharah binti Zakaria |
Graduated |
Inferring pathway activity using a modified directed random walk on global gene-metabolites pathway graph |
Research
|
Co-Supervisor |
|
Nur Izzati binti Abd Rahim |
Graduated |
An Improved Reweighted Recursive Features Elimination Approach for Identifying Informative Cancer Genes in Multiclass Classification |
Research
|
Co-Supervisor |