GRANT(PI & MEMBERS)

28

PUBLICATIONS

230

INDEXED PUBLICATION

141

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
5
UNIVERSITY FUND
6
TOTAL

Publications

INDEXED PUBLICATION
141
NON-INDEXED PUBLICATION
14
OTHERS PUBLICATION
75
TOTAL

Supervisions

DEGREE
0
MASTER
18
PHD
14
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
AN IMPROVED PENALIZED SUPPORT VECTOR MACHINE TO IDENTIFY INFORMATIVE PATHWAYS AND GENES FOR CANCER CLASSIFICATION
RUG OF UTM Tier 2
2017
An Improved Scatter Search Algorithm for Parameter Estimation in Large-Scale Kinetic Models of Metabolic Systems
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2016
An Improved Algorithm of a Hybrid of Differential Bees Flux Balance Analysis to Predict Gene Knockout for Improving Metabolite Production
RUG OF UTM Tier 1
2015
AN ENHANCED RANDOM FOREST ALGORITHM TO SELECT INFORMATIVE GENES FOR CANCER CLASSIFICATION OF GENE EXPRESSION DATA
RUG OF UTM Tier 1
2015
AN ENHANCED ALGORITHM OF DIRECTED RANDOM WALK TO IDENTIFY CANCER TARGET GENES WITH INCORPORATION OF PATHWAY INFORMATION FOR CANCER CLASSIFICATION OF GENE EXPRESSION DATA
RUG OF UTM Tier 1
2015
An Improved Algorithm of Differential Evolution for Parameter Estimation in Metabolic Pathways
RUG OF UTM Tier 1
2015
An Improved Algorithm of A Hybrid of Genetic Algorithm and Flux Balance Analysis to Predict Gene Knockout for Improving Metabolite Production
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
Basic molecular mechanism of ischemic stroke via DNA methylation and mRNA profiling
MINISTRY OF EDUCATION Networking Grant
2015
An Improved Directed Random Walk Algorithm to Identify Cancerous Genes in Cancer Classification using Gene Expression Data
MINISTRY OF EDUCATION Networking Grant
2015
Incorporating Non-Dominated Solutions to Improve Vector Evaluated Gravitational Search Algorithm (VEGSA) for Multi-Objective Optimization Problems
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
Fundamental study on parallel processing model for similarity detection of DNA and protiens sequences process
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
A New Approach to Design Data-Driven Fuzzy System in Cancer Informatics: Breast Cancer Diagnosis
RUG OF UTM Professional Development Research University
2014
Multi-State GSA : A New Variant of Gravitational Search Algorithm for Discreet Optimization Problems
MINISTRY OF EDUCATION Networking Grant
2014
A NEW ALGORITHM OF FUZZY C-MEANS AND MULTI STAGE FILTERING TO IMPROVE ITS PERFORMANCE IN SELECTING THE DOMINANT GENES IN GENE EXPRESSION CLUSTERING FOR GENE FUNCTION PREDICTION
RUG OF UTM Matching Grant
2014
Enhanced Differential Evolution Algorithms for Parameter Estimation in Metabolic Pathway.
RUG OF UTM Tier 1
2014
THE DEVELOPMENT OF COMPUTATIONAL MODELING TOOL USING HYBRID OPTIMIZATION METHODS FOR BIOPRODUCTIMPROVEMENT IN CELL FACTORIES
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2014
EXPLORING A NEW APPROACH FOR INFERRING GENE REGULATORY NETWORKS FROM GENE EXPRESSION DATA
MINISTRY OF EDUCATION Exploratory Research Grant Scheme
2013
A New Algorithm of A Hybrid of Support Vector Machines and Smoothly Clipped Absolute Deviation Techniques to Improve its Performance in Selecting Significant Genes and Pathways
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
INTEGRATED COMMUNICATION ACCELERATED HAEMOGLOBINOPATHIES MANAGEMENT SYSTEM
RUG OF UTM Flagship
2013
An Enhanced Hybrid of Support Vector Machine and Smoothly Clipped Absolute Deviation with Weighting Scheme and New Tuning Parameter Selection Algorithm to Improve Identification of Informative Pathways and Genes
RUG OF UTM Tier 1
2012
Development of heterogeneous web services ontology-based discovery algorithm and QoS-based automated filtering model
RUG OF UTM Tier 1
2012
Consolidated bioprocessing for conversion of plant biomass into value-added biochemicals using microbial cell factories
RUG OF UTM Tier 1
2012
Development of a Tool Using a Hybrid of Bees Algorithm and Flux Balance Analysis (BAFBA) for Improving the Production of Vitamin B in Microbial Strains
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2012
An Improvement on Dynamic Bayesian Networks Technique for Enhancing its Performance in Inferring Gene Regulatory Networks from Gene Expression Data
RUG OF UTM Tier 1
2011
An Improved Differential Evolution algorithm for Parameter Estimation to Enhance Protein Secretion in Lactococcus Lactis
RUG OF UTM Tier 1
2011
A New Algorithm of Binary Particle Swarm Optimization Techniques to Improve Its Performance in Selecting Informative Genes from Gene Expression Data for Cancer Classification
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2010
An Enchancement of Particle Swarm Optimization Techniques to Select a Small Subset of Informative Genes from Gene Expression Data for Canser Classification
NEW ACADEMIC STAFF New Academic Staff
2010

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year

HYBRID FLUX BALANCE ANALYSIS METABOLITES PRODUCTION
Original Book UTM FIRST AUTHOR
2017

DIRECTED RANDOM WALK METHODS FOR IDENTIFYING INFORMATIVE CANCER GENES
Original Book UTM FIRST AUTHOR
2017
An Improved Reweighted Recursive Feature Elimination (Irrfe) Approach For Identifying Informative Cancer Genes In Multiclass Classification
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Simultaneous Computation Of Model Order And Parameter Estimation For Arx Model Based On Single Swarm And Multi Swarm Simulated Kalman Filter
JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2017
An Enhanced Scatter Search With Combined Opposition-Based Learning For Parameter In Large-Scale Kinetic Models Of Biochemical Systems
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Publication In Web Of Science CORRESPONDING AUTHOR
2017
Specific Tuning Parameter For Directed Random Walk Algorithm Cancer Classification
INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY
Publication In Scopus UTM FIRST AUTHOR
2017
Samira-Vp: A Simple Protein Alignment Method With Rechecking The Alphabet Vector Positions
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY
Publication In Web Of Science CORRESPONDING AUTHOR
2017
Inferring Gene Network From Gene Expression Data Using Dynamic Bayesian Network With Optimization Algorithm And Scoring Metric Approaches
THE 2016 INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND COMPUTATIONAL BIOLOGY
Proceedings CORRESPONDING AUTHOR
2016
Exploring The High Performance Computing-Enablement Of A Suite Of Gene-Knockout Based Genetic Engineering Applications
10TH INTERNATIONAL CONFERENCE ON PACBB, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus CORRESPONDING AUTHOR
2016
Three Approaches To Solve Combinatorial Optimization Problems Using Simulated Kalman Filter
THE NATIONAL CONFERENCE FOR POSTGRADUATE RESEARCH 2016, UNIVERSITI MALAYSIA PAHANG
Conference Paper CO-AUTHOR
2016
Four Different Methods To Hybrid Simulated Kalman Filter (Skf) With Gravitational Search Algorithm (Gsa)
THE THIRD NATIONAL CONFERENCE FOR POSTGRADUATE RESEARCH (NCON-PGR2016)
Conference Paper CO-AUTHOR
2016
Inferring Gene Network From Gene Expression Data Using Dynamic Bayesian Network With Bayesian Optimization Algorithm And Different Scoring Metric Approaches
2016 INTERNATIONAL CONF. BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (BIOCOMP 2016)
Conference Paper UTM FIRST AUTHOR
2016
Performance Evaluation Of Hybrid Skf Algorithms: Hybrid Skf-Pso And Hybrid Skf-Gsa
THE NATIONAL CONFERENCE FOR POSTGRADUATE RESEARCH 2016, UNIVERSITI MALAYSIA PAHANG
Conference Paper CO-AUTHOR
2016
Four Different Methods To Hybrid Simulated Kalman Filter (Skf) With Particle Swarm Optimization (Pso)
THE THIRD NATIONAL CONFERENCE FOR POSTGRADUATE RESEARCH (NCON-PGR2016)
Conference Paper CO-AUTHOR
2016
Investigation Of The Effects Of Imputation Methods For Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks
13TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Web Of Science CORRESPONDING AUTHOR
2016
In Silico Gene Deletion Of Escherichia Coli For Optimal Ethanol Production Using A Hybrid Algorithm Of Particle Swarm Optimization And Flux Balance Analysis
JURNAL TEKNOLOGI
Publication In Web Of Science CORRESPONDING AUTHOR
2016
Identification Of Informative Genes And Pathways Using An Improved Penalized Support Vector Machine With A Weighting Scheme
COMPUTERS IN BIOLOGY AND MEDICINE
Publication In Web Of Science CORRESPONDING AUTHOR
2016
Investigation Of The Effects Of Imputation Methods For Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Book Chapter CORRESPONDING AUTHOR
2016
A Hybrid Of Harmony Search And Minimization Of Metabolic Adjustment For Optimization Of Succinic Acid Production
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Book Chapter CORRESPONDING AUTHOR
2016
Exploring The High Performance Computing-Enablement Of A Suite Of Gene-Knockout Based Genetic Engineering Applications
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Book Chapter UTM FIRST AUTHOR
2016
An Improved Gsvm-Scadl2 With Firefly Algorithm For Identification Of Informative Genes And Pathways
INTERNATIONAL JOURNAL OF BIOINFORMATICS RESEARCH AND APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2016
Distance Evaluated Simulated Kalman Filter For Combinatorial Optimization Problems
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2016
Gravitational Search Algorithm: R Is Better Than R2?
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CO-AUTHOR
2016
International Conference On Practical Applications Of Computational Biology And Bioinformatics Pacbb, 2016
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus UTM FIRST AUTHOR
2016
A Hybrid Of Ant Colony Optimization And Flux Variability Analysis To Improve The Production Of L-Phenylalanine And Biohydrogen
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2016
Simulated Kalman Filter: A Novel Estimation-Based Metaheuristic Optimization Algorithm
ADVANCED SCIENCE LETTERS
Publication In Scopus UTM FIRST AUTHOR
2016
Angle Modulated Simulated Kalman Filter Algorithm For Combinatorial Optimization Problems
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2016
A Hybrid Of Harmony Search And Minimization Of Metabolic Adjustment For Optimization Of Succinic Acid Production
10TH INTERNATIONAL CONFERENCE ON PACBB, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus CORRESPONDING AUTHOR
2016
Local Optimum Distance Evaluated Simulated Kalman Filter For Combinatorial Optimization Problems
THE NATIONAL CONFERENCE FOR POSTGRADUATE RESEARCH 2016, UNIVERSITI MALAYSIA PAHANG
Conference Paper CO-AUTHOR
2016
Modelling The Longevity Of Dental Restorations By Means Of A Cbr System
BIOMED RESEARCH INTERNATIONAL
Publication In Web Of Science UTM FIRST AUTHOR
2015
Mlpso: Multi-Leader Particle Swarm Optimization For Multi-Objective Optimization Problems
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CO-AUTHOR
2015
Gene Knockout Identification Using An Extension Of Bees Hill Flux Balance Analysis
BIOMED RESEARCH INTERNATIONAL
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Metabolites Production Improvement By Identifying Minimal Genomes And Essential Genes Using Flux Balance Analysis
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2015
A Newton Cooperative Genetic Algorithm Method For In Silico Optimization Of Metabolic Pathway Production
PLOS ONE
Publication In Web Of Science CO-AUTHOR
2015
Identifying A Gene Knockout Strategy Using A Hybrid Of The Bat Algorithm And Flux Balance Analysis To Enhance The Production Of Succinate And Lactate In Escherichia Coli
BIOTECHNOLOGY AND BIOPROCESS ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Optimising The Production Of Succinate And Lactate In Escherichia Coli Using A Hybrid Of Artificial Bee Colony Algorithm And Minimisation Of Metabolic Adjustment
JOURNAL OF BIOSCIENCE AND BIOENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Biological Analysis Of Microarray Data Using Orthogonal Forward Selection With A Clustering Approach
JOURNAL OF BIOLOGICAL SYSTEMS
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Software For Detecting Gene-Gene Interactions In Genome Wide Association Studies
BIOTECHNOLOGY AND BIOPROCESS ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Gene Knockout Identification For Metabolite Production Improvement Using A Hybrid Of Genetic Ant Colony Optimization And Flux Balance Analysis
BIOTECHNOLOGY AND BIOPROCESS ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
A Review On Metabolic Pathway Analysis In Biological Production
MINI-REVIEWS IN ORGANIC CHEMISTRY
Publication In Web Of Science CORRESPONDING AUTHOR
2015
A Framework For Development Of Automated Medical Doctor Rostering Using Genetic Algorithm
RECENT ADVANCES IN INTELLIGENT DECISION SUPPORT SYSTEM FOR HEALTHCARE
Book Chapter CO-AUTHOR
2015
A Review Of Software For Predicting Gene Function
INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY
Publication In Scopus CORRESPONDING AUTHOR
2015
Parameter Estimation Using Improved Differential Evolution And Bacterial Foraging Algorithms To Model Tyrosine Production In Mus Musculus(Mouse)
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING AUTHOR
2015
Web Services Composition For Concurrent Plan Using Artificial Intelligence Planning
JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY
Publication In Scopus CO-AUTHOR
2015
A Review On The Bioinformatics Tools For Neuroimaging
MALAYSIAN JOURNAL OF MEDICAL SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2015
A Hybrid Of Optimization Method For Multiobjective Constraint Optimization Of Biochemical System Production
JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY
Publication In Scopus CORRESPONDING AUTHOR
2015
A Kalman Filter Approach For Solving Unimodal Optimization Problems
ICIC EXPRESS LETTERS
Publication In Scopus CO-AUTHOR
2015
A Review Of Cancer Classification Software For Gene Expression Data
INTERNATIONAL JOURNAL OF BIO-SCIENCES AND BIOTECHNOLOGY (IJBSBT)
Publication In Scopus CORRESPONDING AUTHOR
2015
A Complete Investigation Of Using Weighted Kernel Regression For The Case Of Small Sample Problem With Noise
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CO-AUTHOR
2015
A New Hybrid Simulated Kalman Filter And Particle Swarm Optimization For Continuous Numericaloptimization Problems
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus UTM FIRST AUTHOR
2015
A Review On Bioinformatics Enrichment Analysis Tools Towards Functional Analysis Of High Throughput Gene Set Data
CURRENT PROTEOMICS
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Gene Selection Based On An Improved Iterative Feature Elimination Random Survival Forest
THE 46TH ISCIE INTERNATIONAL SYMPOSIUM ON STOCHASTIC SYSTEMS THEORY AND ITS APPLICATIONS
Conference Paper CORRESPONDING AUTHOR
2014
Random Forest And Gene Ontology For Functional Analysis Of Microarray Data
2014 IEEE 7TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, IWCIA 2014 - PROCEEDINGS
Publication In Scopus CORRESPONDING AUTHOR
2014
A Review On The Computational Approaches For Gene Regulatory Network Construction
COMPUTERS IN BIOLOGY AND MEDICINE
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Review On Missing Value Imputation Algorithms For Microarray Gene Expression Data
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Group-Specific Tuning Parameter For Hybrid Of Svm And Scad In Identification Of Informative Genes And Pathways.
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Hybrid Of Bees Algorithm And Flux Balance Analysis With Optknock As A Platform For In Silico Optimization Of Microbial Strains
BIOPROCESS AND BIOSYSTEMS ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Parameter Estimation By Using An Improved Bee Memory Differential Evolution Algorithm (Ibmde) To Simulate Biochemical Pathways
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Using An Improved Bee Memory Differential Evolution Algorithm For Parameter Estimation To Simulate Biochemical Pathways
JOURNAL OF BIOLOGICAL SYSTEMS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Differential Bees Flux Balance Analysis With Optknock For In Silico Microbial Strains Optimization
PLOS ONE
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Prediction Of Vanillin And Glutamate Productions In Yeast Using A Hybrid Of Continuous Bees Algorithm And Flux Balance Analysis (Cbafba)
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Synchronous-Asynchronous Particle Swarm Optimisation Algorithm
SCIENTIFIC WORLD JOURNAL
Publication In Web Of Science UTM FIRST AUTHOR
2014
An Improved Differential Evolution Algorithm For Enhancing Biochemical Pathways Simulation And Production
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Feature Selection And Classifier Parameters Estimation For Eeg Signals Peak Detection Using Particle Swarm Optimization
SCIENTIFIC WORLD JOURNAL
Publication In Web Of Science CO-AUTHOR
2014
A Hybrid Of Ant Colony Optimization And Minimization Of Metabolic Adjustment To Improve The Production Of Succinic Acid In Escherichia Coli
COMPUTERS IN BIOLOGY AND MEDICINE
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Current Development And Review Of Dynamic Bayesian Network-Based Methods For Inferring Gene Regulatory Networks From Gene Expression Data
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Database And Tools For Metabolic Network Analysis
BIOTECHNOLOGY AND BIOPROCESS ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Review On Modelling Methods, Pathway Simulation Software And Recent Development On Differential Evolution Algorithms For Metabolic Pathways In Systems Biology
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Review Of Feature Extraction Software For Microarray Gene Expression Data
BIOMED RESEARCH INTERNATIONAL
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Identification Of Gene Knockout Strategies Using A Hybrid Of An Ant Colony Optimization Algorithm And Flux Balance Analysis To Optimize Microbial Strains
COMPUTATIONAL BIOLOGY AND CHEMISTRY
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Homecare, Elder People Monitoring System And Tv Communication
HIGHLIGHTS OF PRACTICAL APPLICATIONS OF HETEROGENEOUS MULTI-AGENT SYSTEMS
Book Chapter UTM FIRST AUTHOR
2014
A Dynamic Bayesian Network-Based Model For Inferring Gene Regulatory Networks From Gene Expression Data
INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY
Publication In Scopus CORRESPONDING AUTHOR
2014
Investigating The Effects Of Imputation Methods For Modelling Gene Networks Using A Dynamic Bayesian Network From Gene Expression Data
MALAYSIAN JOURNAL OF MEDICAL SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2014
A Hybrid Of Newton Method And Genetic Algorithm For Constrained Optimization Method Of The Production Of Metabolic Pathway
LIFE SCIENCE JOURNAL
Publication In Scopus CO-AUTHOR
2014
A Review On Linear Encoding Methods And Geometry Based Methods For Protein Structure Alignment
LIFE SCIENCE JOURNAL
Publication In Scopus CO-AUTHOR
2014
A Gene Knockout Strategy For Succinate Production Using A Hybrid Algorithm Of Bees Algorithm And Minimization Of Metabolic Adjustment
PROCEEDINGS - 2014 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, GRC 2014
Publication In Scopus CORRESPONDING AUTHOR
2014
Inferring Gene Regulatory Networks From Perturbed Gene Expression Data Using A Dynamic Bayesian Network With A Markov Chain Monte Carlo Algorithm
PROCEEDINGS - 2014 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, GRC 2014
Publication In Scopus CORRESPONDING AUTHOR
2014
A Hybrid Of Bees Algorithm And Flux Balance Analysis (Bafba) For The Optimization Of Microbial Strains.
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS (IJDMB).
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Threonine Biosynthesis Pathway Simulation Using Ibmde With Parameter Estimation
PAKDD 2013 INTERNATIONAL WORKSHOPS
Proceedings CORRESPONDING AUTHOR
2013
A New Particle Swarm Evolutionary Optimization For Parameter Estimation Of Biological Models
INTERNATIONAL JOURNAL OF COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT APPLICATIONS
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2013
An Improved Swarm Optimization For Parameter Estimation And Biological Model Selection
PLOS ONE
Publication In Web Of Science CO-AUTHOR
2013
A Review Of Computational Approaches For In Silico Metabolic Engineering For Microbial Fuel Production
CURRENT BIOINFORMATICS
Publication In Web Of Science CORRESPONDING AUTHOR
2013
A Review For Detecting Gene-Gene Interactions Using Machine Learning Methods In Genetic Epidemiology
BIOMED RESEARCH INTERNATIONAL
Publication In Web Of Science CORRESPONDING AUTHOR
2013
An Enhancement Of Binary Particle Swarm Optimization For Gene Selection In Classifying Cancer Classes
ALGORITHMS FOR MOLECULAR BIOLOGY
Publication In Web Of Science CORRESPONDING AUTHOR
2013

7TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS
Book (Text) UTM FIRST AUTHOR
2013
Inferring Gene Networks From Gene Expression Data Using Dynamic Bayesian Network With Different Scoring Metric Approaches
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
A Hybrid Of Artificial Bee Colony And Flux Balance Analysis For Identifying Optimum Knockout Strategies For Producing High Yields Of Lactate In Echerichia Coli
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Using Bees Hill Flux Balance Analysis (Bhfba) For In Silico Microbial Strain Optimization
INTELLIGENT INFORMATION AND DATABASE SYSTEMS: LECTURE NOTE IN ARTIFICIAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Identifying Minimal Genomes And Essential Genes In Metabolic Model Using Flux Balance Analysis
INTELLIGENT INFORMATION AND DATABASE SYSTEMS: LECTURE NOTE IN ARTIFICIAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Identifying Gene Knockout Strategy Using Bees Hill Flux Balanceanalysis (Bhfba) For Improving The Production Of Succinic Acid Andglycerol In Saccharomyces Cerevisiae
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Threonine Biosynthesis Pathway Simulation Using Ibmde With Parameter Estimation
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Parameter Estimation Using Improved Differential Evolution (Ide) And Bacterial Foraging Algorithm To Model Tyrosine Production In Mus Musculus (Mouse)
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
A Constraint And Rule In An Enhancement Of Binary Particle Swarm Optimization To Select Informative Genes For Cancer Classification
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Multiple Gene Sets For Cancer Classification Using Gene Range Selection Based On Random Forest
INTELLIGENT INFORMATION AND DATABASE SYSTEMS: LECTURE NOTE IN ARTIFICIAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameters In Identification Of Informative Genes And Biological Pathways
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Multiclass Prediction For Cancer Microarray Data Using Various Variables Range Selection Based On Random Forest
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Inferring E. Coli Sos Response Pathway From Gene Expression Data Using Ist-Dbn With Time Lag Estimation
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Using Particle Swarm Optimization For Estimating Kinetics Parameters On Essential Amino Acid Production Of Arabidopsis Thaliana
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Modelling Gene Networks By A Dynamic Bayesian Network-Based Model With Time Lag Estimation
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CORRESPONDING AUTHOR
2013
Using Ant Colony Optimization (Aco) On Kinetic Modeling Of The Acetoin Production In Lactococcus Lactis C7
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Prediction Of Vanillin Production In Yeast Using A Hybrid Of Continuous Bees Algorithm And Flux Balance Analysis (Cbafba)
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (Bhfba) For Improving The Production Of Ethanol In Bacillus Subtilis
ADV. IN BIOMEDICAL INFRASTRUCTURE 2013: STUDIES IN COMPUTATIONAL INTELLIGENCE
Book Chapter CORRESPONDING AUTHOR
2013
A Review On Pathway Analysis Software Based On Microarray Data Interpretation
INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY
Publication In Scopus CORRESPONDING AUTHOR
2013
Producing Succinic Acid In Yeast Using A Hybrid Of Differential Evolution And Flux Balance Analysis
International Journal of Bio-Science and Bio-Technology
Publication In Scopus UTM FIRST AUTHOR
2013
A Method To Construct Gene Regulatory Networks To Estimate And Calculate Time Delay
JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING)
Publication In Scopus CORRESPONDING AUTHOR
2013
Using Ant Colony Optimization (Aco) On Kinetic Modeling Of The Acetoin Production In Lactococcus Lactis C7
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Inferring E. Coli Sos Response Pathway From Gene Expression Data Using Ist-Dbn With Time Lag Estimation
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Using Bees Hill Flux Balance Analysis (Bhfba) For In Silico Microbial Strain Optimization
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Validation Of Hierarchical Gene Clusters Using Repeated Measurements
JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING)
Publication In Scopus CORRESPONDING AUTHOR
2013
Estimating Kinetic Parameters For Essential Amino Acid Production In Arabidopsis Thaliana By Using Particle Swarm Optimization
JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING)
Publication In Scopus CORRESPONDING AUTHOR
2013
Threonine Biosynthesis Pathway Simulation Using Ibmde With Parameter Estimation
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING: LECTURE NOTE IN ARTIFICIAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
A Hybrid Of Artificial Bee Colony And Flux Balance Analysis For Identifying Optimum Knockout Strategies For Producing High Yields Of Lactate In Echerichia Coli
INTERNATIONAL SYMPOSIUM ON BIOMEDICAL DATA INFRASTRUCTURE BDI 2013)
Publication In Scopus CORRESPONDING AUTHOR
2013
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameters In Identification Of Informative Genes And Biological Pathways
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Parameter Estimation Using Improved Differential Evolution (Ide) And Bacterial Foraging Algorithm To Model Tyrosine Production In Mus Musculus (Mouse)
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Modelling Gene Networks By A Dynamic Bayesian Network-Based Model With Time Lag Estimation
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Identifying Minimal Genomes And Essential Genes In Metabolic Model Using Flux Balance Analysis
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Multiple Gene Sets For Cancer Classification Using Gene Range Selection Based On Random Forest
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus UTM FIRST AUTHOR
2013
Multiclass Prediction For Cancer Microarray Data Using Various Variables Range Selection Based On Random Forest
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
A Constraint And Rule In An Enhancement Of Binary Particle Swarm Optimization To Select Informative Genes For Cancer Classification
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Using Particle Swarm Optimization For Estimating Kinetics Parameters On Essential Amino Acid Production Of Arabidopsis Thaliana
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Inferring Gene Networks From Gene Expression Data Using Dynamic Bayesian Network With Different Scoring Metric Approaches
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (Bhfba) For Improving The Production Of Ethanol In Bacillus Subtilis
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (Bhfba) For Improving The Production Of Succinic Acid And Glycerol In Saccharomyces Cerevisiae
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS)
Publication In Scopus CORRESPONDING AUTHOR
2013
A New Hybrid Bee Evolution Algorithm For Parameter Estimation In Biological Model
ICIC EXPRESS LETTER PART B: APPLICATION
Publication In Scopus CORRESPONDING AUTHOR
2013
Prediction Of Vanillin Production In Yeast Using A Hybrid Of Continuous Bees Algorithm And Flux Balance Analysis (Cbafba)
STUDIES IN COMPUTATIONAL INTELLIGENCE
Publication In Scopus CORRESPONDING AUTHOR
2013
Improved Differential Evolution Algorithm For Parameter Estimation To Improve The Production Of Bichemical Pathway
INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2012
Optimized Local Protein Structure With Support Vector Machine To Predict Protein Secondary Structure
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CO-AUTHOR
2012
Dna Sequence Design For Dna Computation Based On Binary Particle Swarm Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL
Publication In Web Of Science CO-AUTHOR
2012
An Ant Colony System For Solving Dna Sequence Design Problem In Dna Computing
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL
Publication In Web Of Science CO-AUTHOR
2012
Using An Improved Differential Evolution Algorithm For Parameter Estimation To Simulate Glycolysis Pathway
ADVANCES IN INTELLIGENT AND SOFT COMPUTING
Book Chapter CORRESPONDING AUTHOR
2012
Identifying Metabolic Pathway Within Microarray Gene Expression Data Using Combination Of Probabilistic Models
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Book Chapter CORRESPONDING AUTHOR
2012
Random Forest For Gene Selection And Microarray Data Classification
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Book Chapter CORRESPONDING AUTHOR
2012
Parameter Estimation For Simulation Of Glycolysis Pathway By Using An Improved Differential Evolution
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Book Chapter CORRESPONDING AUTHOR
2012
Optimized Local Protein Structure With Support Vector Machine To Predict Protein Secondary Structure
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Book Chapter CORRESPONDING AUTHOR
2012
Prediction Of Protein Residue Contact Using Support Vector Machine
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Book Chapter CORRESPONDING AUTHOR
2012
Identifying Gene Knockout Strategies Using A Hybrid Of Bees Algorithm And Flux Balance Analysis For In Silico Optimization Of Microbial Strains
ADVANCES IN INTELLIGENT AND SOFT-COMPUTING
Book Chapter CORRESPONDING AUTHOR
2012
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameter For Pathway-Based Microarray Analysis
ADVANCES IN INTELLIGENT AND SOFT-COMPUTING
Book Chapter CORRESPONDING AUTHOR
2012
A New Hybrid Firefly Algorithm For Complex And Nonlinear Problem
ADVANCES IN INTELLIGENT AND SOFT-COMPUTING
Book Chapter CO-AUTHOR
2012
Inferring Gene Regulatory Networks From Gene Expression Data By A Dynamic Bayesian Network-Based Model
ADVANCES IN INTELLIGENT AND SOFT-COMPUTING
Book Chapter CORRESPONDING AUTHOR
2012
Genome-Wide Association Study Using Snpassoc
ADVANCES IN BIOINFORMATICS: REVIEWS AND APPLICATIONS
Book Chapter CORRESPONDING AUTHOR
2012
Identification Of Gene And Link Coexpression From Gene Expression Microarray Data Using Dcgl
ADVANCES BIOINFORMATICS: REVIEWS AND APPLICATIONS
Book Chapter CORRESPONDING AUTHOR
2012
A Personalized Microrna Microarray Normalization Method Using Linear Regression Model
ADVANCES IN BIOINFORMATICS: REVIEWS AND APPLICATION
Book Chapter CORRESPONDING AUTHOR
2012
Accessing The Uncertainty In Hierarchical Clustering Using Bootstrap Resampling
ADVANCES IN BIOINFORMATICS: REVIEWS AND APPLICATIONS
Book Chapter CORRESPONDING AUTHOR
2012
Using Bayesian Networks To Construct Gene Regulatory Networks From Microarray Data
JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING)
Publication In Scopus CORRESPONDING AUTHOR
2012
Multivariate Analysis Of Gene Expression Data And Missing Value Imputation Based On Llsimpute Algorithms
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CORRESPONDING AUTHOR
2012
Investigation On Different Learning Techniques For Weighted Kernel Regression In Solving Small Sample Problem
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CO-AUTHOR
2012
Automation Of Dna Computing Readout Method Based On Real-Time Pcr Implemented On Dna Engine Opticon 2 System
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL
Publication In Scopus CO-AUTHOR
2012
Identifying Gene Knockout Strategies Using A Hybrid Of Bees Algorithm And Flux Balance Analysis For In Silico Optimization Of Microbial Strains
The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012)
Publication In Scopus CORRESPONDING AUTHOR
2012
Selecting A Small Subset Of Informative Genes From Gene Expression Data By Using A Modified Binary Particle Swarm Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL
Publication In Scopus CORRESPONDING AUTHOR
2012
Random Forest For Gene Selection And Microarray Data Classification
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2012
Prediction Of Protein Residue Contact Using Support Vector Machine
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2012
Parameter Estimation For Simulation Of Glycolysis Pathway By Using An Improved Differential Evolution
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2012
Identifying Metabolic Pathway Within Microarray Gene Expression Data Using Combination Of Probabilistic Models
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2012
An Image Registration Technique To Enhance Pcb Inspection Algorithm With Real Images
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CO-AUTHOR
2012
The Emerging Field Of Synthetic Biology: A Review
2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS(ICIAS2012)
Publication In Scopus CO-AUTHOR
2012
Protein Secondary Structure Prediction Using Optimal Local Protein Structure Based Svm
INTERNATIONAL JOURNAL OF BIO-SCIENCES AND BIO-TECHNOLOGY (IJBSBT)
Publication In Scopus CORRESPONDING AUTHOR
2012
Using An Improved Differential Evolution Algorithm For Parameter Estimation To Simulate Glycolysis Pathway
THE 9TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE (DCAI 2012)
Publication In Scopus CORRESPONDING AUTHOR
2012
Inferring Gene Regulatory Networks From Gene Expression Data By A Dynamic Bayesian Network-Based Model
THE 9TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE (DCAI 2012)
Publication In Scopus CORRESPONDING AUTHOR
2012
A Tuning Parameter Selector Method For The Gsvm-Scad In Determining Significant Genes And Biological Pathways
ICIC EXPRESS LETTERS
Publication In Scopus CORRESPONDING AUTHOR
2012
A Pathway-Based Approach For Analyzing Microarray Data Using Random Forests
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CORRESPONDING AUTHOR
2012
Metabolic Pathway Extraction Using Combined Probabilistic Models
INTERNATIONAL JOURNAL OF BIO-SCIENCES AND BIO-TECHNOLOGY (IJBSBT)
Publication In Scopus CORRESPONDING AUTHOR
2012
A Two-Step Binary Particle Swarm Optimization Approach For Routing In Vlsi
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CO-AUTHOR
2012
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameter For Pathway-Based Microarray Analysis
THE 9TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE (DCAI 2012)
Publication In Scopus CORRESPONDING AUTHOR
2012
A New Hybrid Firefly Algorithm For Complex And Nonlinear Problem
ADVANCES IN INTELLIGENT AND SOFT COMPUTING
Publication In Scopus CO-AUTHOR
2012
Simulation Of Fermentation Pathway Using Bees Algorithm
ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2012
Random Forest For Gene Selection And Microarray Data Classification.
Bioinformation.
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2011
An Improved Local Best Searching In Particle Swarm Optimization Using Differential Evolution
11TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS (HIS 2011)
Publication In Scopus CO-AUTHOR
2011
A Modified Binary Particle Swarm Optimization For Selecting The Small Subset Of Informative Genes From Gene Expression Data
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
Publication In Web Of Science CORRESPONDING AUTHOR
2011
An Improved Hybrid Of Svm And Scad For Pathway Analysis
BIOINFORMATION.
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2011
An Enhancement Of Binary Particle Swarm Optimization Based On The Proposed Constraint And Rule For Selecting A Small Subset Of Informative Genes
FAR EAST JOURNAL OF MATHEMATICAL SCIENCES
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2010
A Three-Stage Method To Select Informative Genes For Cancer Classification
International Journal of Innovative Computing, Information and Control
Publication In Web Of Science CORRESPONDING AUTHOR
2010
Selecting Genes From Gene Expression Data By Using An Enhancement Of Binary Particle Swarm Optimization For Cancer Classification
ICAART 2010 - 2ND INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, PROCEEDINGS
Publication In Scopus CORRESPONDING AUTHOR
2010
Identification Of Significant Phenotypes Related Genes And Biological Pathways Using A Hybrid Of Support Vector Machines And Smoothly Clipped Absolute Deviation
ICIC Express Letters, Part B: Applications
Publication In Scopus CORRESPONDING AUTHOR
2010
Particle Swarm Optimization With A Modified Sigmoid Function For Gene Selection From Gene Expression Data
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2010
An Improved Binary Particle Swarm Optimisation For Gene Selection In Classifying Cancer Classes
The 2009 International Symposium on Distributed Computing and Artificial Intelligence (DCAI�¢����09)
Conference Paper CORRESPONDING AUTHOR
2009
Particle Swarm Optimization For Gene Selection In Classifying Cancer Classes
The 14th International Symposium on Artificial Life and Robotics (AROB 14th '09)
Publication In Scopus CORRESPONDING AUTHOR
2009
Particle Swarm Optimization For Gene Selection Using Microarray Data
The 2009 International Conference on Multimedia, Information Technology and its Applications (MITA2009)
Conference Paper CORRESPONDING AUTHOR
2009
Three-Stage Method For Selecting Informative Genes For Cancer Classification
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2009
Three-Stage Method For Selecting Informative Genes For Cancer Classification
IEEJ Transactions on Electrical and Electronic Engineering.
Publication In Web Of Science CORRESPONDING AUTHOR
2009
A Two-Stage Method To Select A Smaller Subset Of Informative Genes For Cancer Classification
International Journal of Innovative Computing, Information and Control
Publication In Web Of Science CORRESPONDING AUTHOR
2009
A Study Of Network-Based Approach For Cancer Classification
The 2009 International Conference on Information Management and Engineering (ICIME)
Publication In Web Of Science CO-AUTHOR
2009
Pathway-Based Microarray Analysis For Defining Statistical Significant Phenotype-Related Pathways: A Review Of Common Approaches
The 2009 International Conference on Information Management and Engineering (ICIME)
Publication In Web Of Science CO-AUTHOR
2009
An Improved Binary Particle Swarm Optimisation For Gene Selection In Classifying Cancer Classes
Lecture Notes in Computer Science (LNCS)
Publication In Web Of Science CORRESPONDING AUTHOR
2009
An Iterative Gasvm-Based Method: Gene Selection And Classification Of Microarray Data
Lecture Notes in Computer Science (LNCS)
Publication In Web Of Science CORRESPONDING AUTHOR
2009
A Cyclic Hybrid Method To Select A Smaller Subset Of Informative Genes For Cancer Classification
International Journal of Innovative Computing, Information and Control
Publication In Web Of Science CORRESPONDING AUTHOR
2009
A Recursive Genetic Algorithm To Automatically Select Genes For Cancer Classification
Advances in Soft Computing
Publication In Web Of Science CORRESPONDING AUTHOR
2009
Particle Swarm Optimization For Gene Selection In Classifying Cancer Classes.
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2009
Gene Subset Selection Using An Iterative Approach Based On Genetic Algorithms
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2009
Gene Subset Selection Using An Iterative Approach Based On Genetic Algorithms
The 14th International Symposium on Artificial Life and Robotics (AROB 14th '09)
Publication In Scopus CORRESPONDING AUTHOR
2009
A Multi-Objective Strategy In Genetic Algorithm For Gene Selection Of Gene Expression Data
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2009
Selecting Informative Genes From Microarray Data By Using Hybrid Methods For Cancer Classification
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2009
An Iterative Gasvm-Based Method: Gene Selection And Classification Of Microarray Data
The 2009 International Symposium on Distributed Computing and Artificial Intelligence (DCAI�¢����09)
Conference Paper CORRESPONDING AUTHOR
2009
A Two-Stage Method To Select A Smaller Subset Of Informative Genes For Cancer Classification
The 2008 International Symposium on Intelligent Informatics (ISII2008)
Conference Paper CORRESPONDING AUTHOR
2008
A Multi-Objective Strategy In Genetic Algorithm For Gene Selection Of Gene Expression Data
The 13th International Symposium on Artificial Life and Robotics (AROB 13th '08)
Publication In Scopus CORRESPONDING AUTHOR
2008
A Recursive Genetic Algorithm To Automatically Select Genes For Cancer Classification
The 2nd International Workshop on Practical Applications of Computational Biology & Bioinformatics (IWPACBB'08)
Conference Paper CORRESPONDING AUTHOR
2008
Selecting A Smaller Subset Of Informative Genes From Microarray Data Via A Three-Stage Method
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2008
A Two-Stage Method For Identifying A Smaller Subset Of Genes In Microarray Data
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2008
A New Binary Particle Swarm Optimizer To Select A Smaller Subset Of Genes For Leukaemia Cancer Classification
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2008
Gene Subset Selection For Lung Cancer Classification Using A Multi-Objective Strategy
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2008
Selecting Informative Genes Of Lung Cancers By A Combination Of Hybrid Methods
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2008
Multi-Objective Optimization Using Genetic Algorithm For Gene Selection From Microarray Data
The International Conference on Computer and Communication Engineering 2008 (ICCCE'08)
Publication In Web Of Science CORRESPONDING AUTHOR
2008
An Interative Ga-Based Approach : Gene Selection And Classification Of Lung Cancer Data
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
Selecting A Smaller Subset Of Genes For Leukemia Cancer Classification Using A Two-Stage Method
Advance in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
Selecting Informative Genes From Genomics Data Using A Cyclic Approach
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
A Multi-Objective Approach To Selects Genes For Cancer Classification
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
A Combination Of Hybrid Methods To Select Informative Genes Form Mixed­Lineage Leukemia Cancer
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
An Improved Binary Particle Swarm Optimization Algorithm For Genes Selection And Classification Of Colon Cancer Data
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
A Three-Stage Method: Selection Of Informative Genes Based On Mixed­Leneage Leukemia Cancer Data
Advances in Bioinformatics
Book Chapter INDIVIDUAL AUTHOR
2008
Pathway-Based Microarray Analysis For Defining Significant Phenotype-Related Pathways
Trends and Directions in Bioinformatics
Book Chapter CO-AUTHOR
2008
A Network-Base D Approach For Cancer Classification
Trends and Directions in Bioinformatics
Book Chapter CO-AUTHOR
2008
An Approach Using Hybrid Methods To Select Informative Genes From Microarray Data For Cancer Classification
The 2nd Asia International Conference on Modelling & Simulation 2008 (AMS2008)
Publication In Scopus CORRESPONDING AUTHOR
2008
Selecting Informative Genes From Microarray Data By Using A Hybrid Algorithm For Cancer Classification
The 13th International Symposium on Artificial Life and Robotics (AROB 13th '08)
Publication In Scopus CORRESPONDING AUTHOR
2008
A Model For Gene Selection And Classification Of Gene Expression Data
The 13th International Symposium on Artificial Life and Robotics (AROB 13th '08)
Publication In Scopus CORRESPONDING AUTHOR
2008
A Three-Stage Method To Select Informative Genes For Cancer Classification
The 40th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'08)
Conference Paper CORRESPONDING AUTHOR
2008
A Model For Gene Selection And Classification Of Gene Expression Data
Artificial Life and Robotics
Publication In Scopus CORRESPONDING AUTHOR
2007
Gene Selection From Gene Expression Data Using Genetic Algorithm For Cancer Classification
The 3rd International Conference on Artificial Intelligence in Engineering and Technology (ICAIET2006)
Conference Paper CORRESPONDING AUTHOR
2006
One-Class Classifier To Predict Protein-Protein Interactions Based On Hydrophobicity Properties
The 2nd International Symposium on Biomedical Engineering 2006.
Conference Paper CO-AUTHOR
2006
Selecting Informative Genes From Leukemia Gene Expression Data Using A Hybrid Approach For Cancer Classification
IFMBE Proceedings
Book Chapter CORRESPONDING AUTHOR
2006
Selecting Informative Genes From Leukemia Gene Expression Data Using A Hybrid Approach For Cancer Classification
International Conference on Biomedical Engineering (BIOMED2006)
Publication In Web Of Science CORRESPONDING AUTHOR
2006
Automatic Clustering Of Gene Ontology By Genetic Algorithm
International Journal of Information Technology (IJIT)
Journal Article Non Citation-Indexed CO-AUTHOR
2006
Bioinformatics: A Tool For Bio-Knowledge Generation
The International Conference on Information Technology & Multimedia (ICIMU'05)
Conference Paper CO-AUTHOR
2005
A Hybrid Of Genetic Algorithm And Support Vector Machine For Features Selection And Classification Of Gene Expression Microarray
International Journal of Computational Intelligence and Applications (IJCIA)
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2005
A Hybrid Classifier For Protein Secondary Structure Prediction
Information Technology Journal
Journal Article Non Citation-Indexed CO-AUTHOR
2005
Applying Filter Approach And Genetic Algorithm Wrapper For Gene Selection From Gene Expression Data
The International Symposium on Bio-Inspired Computing (BICâ??05)
Conference Paper CORRESPONDING AUTHOR
2005
Genetic Algorithms Wrapper Approach To Select Informative Genes For Gene Expression Microarray Classification Using Support Vector Machines
The 3rd International Conference on Bioinformatics (InCoB'04)
Conference Paper CORRESPONDING AUTHOR
2004
Feature Selection Method Using Genetic Algorithm For Classification Of Small And High Dimension Data
The 1st International Symposium on Information and Communications Technologies
Conference Paper CORRESPONDING AUTHOR
2004
Intelligent Hybrid Algorithm Using Constraint-Based Reasoning And Genetic Algorithm For Nurse Scheduling
Aerospace, Information Technology, and Communications Seminar (SEMASITT'03)
Conference Paper CO-AUTHOR
2003
A Parallelizing Interface For K-Means Type Clustering Algorithms And Neural Network Batch Training
Seminar on Artificial Intelligence Applications in Industry (AIAI'03)
Conference Paper CO-AUTHOR
2003
Distributed Data Partitioning Interface For Homogeneous Clusters In Protein Secondary Structure Prediction
Aerospace, Information Technology, and Communications Seminar (SEMASITT'03)
Conference Paper CO-AUTHOR
2003
Predicting Protein Secondary Structure With Neural Network And Dempster-Shafer Theory
The 2nd International Conference on Bioinformatics (InCoB'03)
Conference Paper CO-AUTHOR
2003

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
REPORTS OF IMPROVED RANDOM FOREST (IRF) FOR GENE SELECTION AND CANCER CLASSIFICATION OF MICROARRAY DATA NATIONAL COPYRIGHT
R SCRIPT OF AN IMPROVED RANDOM FOREST (IRF) FOR GENE SELECTION AND CANCER CLASSIFICATION OF MICROARRAY DATA NATIONAL COPYRIGHT
R SOURCE CODE FOR WEIGHTED PENALIZED SUPPORT VECTOR MACHINE FOR IDENTIFICATION OF SIGNIFICANT GENES AND PATHWAYS FOR CANCER CLASSIFICATION NATIONAL COPYRIGHT
REPORT OF UNSUPERVISED FEATURE SELECTION OF PRICIPAL COMPONENTS ANALYSIS (PCA) AND FUNCLUSTER'S FUNTIONAL ANALYSIS FOR IMPROVING CLUSTER DETECTION OF FUNCTIONAL MICROAARAY DATA NATIONAL COPYRIGHT
A FRAMEWORK OF R SOURCE CODE FOR PCA (PRINCIPAL COMPONENTS ANALYSIS) AND FUNCLUSTER'S FUNCTIONAL ANALYSIS FOR IMPROVING CLUSTER DETECTION OF FUCNTIONAL MICROARRAY DATA NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE MODEL TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE MODEL TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
A PRE-PROCESSED GENE EXPRESSION DATA TO IMPROVE PREDICTION ACCURACY NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE MODEL TO ENHANCE ETHANOL PRODUCTION NATIONAL COPYRIGHT
A MATLAB SOURCE CODE OF PSOFBA TO ENHANCE ETHANOL PRODUCTION NATIONAL COPYRIGHT
PROTEIN RESIDUE CONTACT PREDICTION RESULT FROM PRE-PROCESSED INPUT NATIONAL COPYRIGHT
A MATLAB SOURCE CODE OF ABCMOMA TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
THE RESULTS OF ACOMOMA FOR SUCCINIC ACID PRODUCTION IMPROVEMENT NATIONAL COPYRIGHT
THE RESULTS OF DYNAMIC BAYESIAN NETWORK WITH MARKOV CHAIN MONTE CARLO FOR PREDICTION ACCURACY IMPROVEMENT NATIONAL COPYRIGHT
THE RESULTS OF PSOFBA FOR ETHANOL PRODUCTION IMPROVEMENT NATIONAL COPYRIGHT
PRE-PROCESSED INPUT FOR PROTEIN RESIDUE CONTACT PREDICTION MODEL TRAINING NATIONAL COPYRIGHT
RESULT OF IMPROVED RANDOM FOREST (IRF) FOR HIGHER ACCURACY IN CANCER CLASSIFICATION NATIONAL COPYRIGHT
R SCRIPT OF IMPROVED RANDOM FOREST (IRF) FOR HIGHER ACCURACY IN CANCER CLASSIFICATION NATIONAL COPYRIGHT
THE MATLAB SOURCE CODE OF DYNAMIC BAYESIAN NETWORK WITH MARKOV CHAIN MONTE CARLO FOR PREDICTION ACCURACY IMPROVEMENT NATIONAL COPYRIGHT
A MATLAB SOURCE CODE OF BATFBA TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE MODEL TO IMPROVE SUCCINIC ACID PRODUCTION NATIONAL COPYRIGHT
A MATLAB SOURCE CODE OF ACOMOMA TO IMPROVE SUCCINIC ACID PRODUCTION NATIONAL COPYRIGHT
THE RESULTS OF ABCMOMA FOR LACTATE PRODUCTION IMPROVEMENT NATIONAL COPYRIGHT
THE RESULTS OF BATFBA FOR LACTATE PRODUCTION IMPROVEMENT NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF BHFBA FOR IMPROVING ETHANOL PRODUCTION NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF IDE FOR IMPROVING THREONINE PRODUCTION NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF ISBMDE FOR IMPROVING THREONINE PRODUCTION NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF IBMDE FOR IMPROVING THREONINE PRODUCTION NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF DBFBA FOR IMPROVING SUCCINIC ACID AND LACTIC ACID PRODUCTION NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
THE RESULTS OF BAMOMA FOR LACTATE PRODUCTION IMPROVEMENT NATIONAL COPYRIGHT
A MATLAB SOURCE CODE OF BAMOMA TO IMPROVE LACTATE PRODUCTION NATIONAL COPYRIGHT
RESULTS OF BAFBA FOR IMPROVING ETHANOL PRODUCTION NATIONAL COPYRIGHT
MATLAB SOURCE CODE OF BAFBA FOR IMPROVING ETHANOL PRODUCTION NATIONAL COPYRIGHT
A PRE-PROCESSED GENOME-SCALE MODEL FOR IMPROVING ETHANOL PRODUCTION NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
CHONG CHUII KHIM
ENHANCED DIFFERENTIAL EVOLUTION ALGORITHMS FOR PARAMETER ESTIMATION IN METABOLIC PATHWAYS
PHD GRADUATED SUPERVISOR 2013
CHOON YEE WEN
GENE KNOCKOUT IMPROVEMENTS USING HYBRID BEES ALGORITHMS FOR METABOLITE PRODUCTION
PHD GRADUATED SUPERVISOR 2014
CHAI LIAN EN
GENE REGULATORY NETWORK INFERENCE USING ENHANCED DYNAMIC BAYESIAN NETWORKS
PHD GRADUATED SUPERVISOR 2015
MOHD ARFIAN BIN ISMAIL
HYBRID MULTI-OBJECTIVE OPTIMIZATION METHODS FOR IN SILICO BIOCHEMICAL SYSTEM PRODUCTION
PHD GRADUATED SUPERVISOR 2015
KOHBALAN A/L MOORTHY
IMPROVED RANDOM FOREST WITH MULTIPLE SUPPORT VECTOR MACHINE FOR GENE SELECTION AND CLASSIFICATION OF MICROARRAY DATA
PHD GRADUATED SUPERVISOR 2015
CHAN WENG HOWE
IDENTIFICATION OF INFORMATIVE GENES AND PATHWAYS USING IMPROVED PENALIZED SUPPORT VECTOR MACHINE FOR CANCER CLASSIFICATION
PHD GRADUATED SUPERVISOR 2016
SAMIRA FOTOOHIFIROOZABADI
TEXT-BASED METHODS FOR PROTEIN STRUCTURE ALIGNMENT AND HINGE DETECTION
PHD GRADUATED SUPERVISOR 2017
MUHAMMAD AKMAL BIN REMLI
ENHANCED SCATTER SEARCH FOR PARAMETER ESTIMATION IN KINETIC MODELS OF BIOLOGICAL SYSTEMS
PHD GRADUATED CO-SUPERVISOR 2017
ROZANA RUSLI

MASTER ON GOING CO-SUPERVISOR
MUHAMMAD FAIZ BIN MISMAN

MASTER GRADUATED CO-SUPERVISOR 2011
ABDUL HAKIM BIN MOHAMED SALEH
IN SILICO METABOLITES PRODUCTION ENHANCEMENT USING HYBRID GENETIC ANT COLONY OPTIMIZATION AND FLUX BALANCE ANALYSIS
MASTER GRADUATED SUPERVISOR 2014
NIES HUI WEN
ENHANCED METHODS OF DIRECTED RANDOM WALK TO IDENTIFY PATHWAY AND GENE MARKERS FROM MULTICLASS CANCER EXPRESSION DATA  
MASTER GRADUATED SUPERVISOR 2016
AMIRA HUSNA BINTI AZHAR
HYBRID OF ANT COLONY OPTIMIZATION AND FLUX VARIABILITY ANALYSIS FOR IMPROVING METABOLITES PRODUCTION
MASTER GRADUATED SUPERVISOR 2016
NUR FARHAH BINTI MOHD YUSOF
ARTIFICIAL BEE COLONY AND DYNAMIC FLUX BALANCE ANALYSIS FOR MICROBIAL PRODUCTION
MASTER GRADUATED SUPERVISOR 2016
NOOR AMEERA BINTI MAZLAN
HYBRID APPROACH FOR METABOLITES PRODUCTION USING DIFFERENTIAL EVOLUTION AND MINIMIZATION OF METABOLIC ADJUSTMENT
MASTER GRADUATED SUPERVISOR 2016
JOSE MIGUEL GARCIA PALOMO

MASTER CROSS CAMPUS SUPERVISOR
GOPINATHAAN A/L RAJAMOHAN
ENHANCED INDEPENDENT COMPONENT ANALYSIS USING SYMMETRIC ORTHOGONALIZATION FOR ALZHEIMER'S DISEASE IMAGE CLASSIFICATION
MASTER GRADUATED SUPERVISOR 2017
AHMAD MUHAIMIN BIN ISMAIL
HYBRID OF IMPROVED PARTICLE SWARM OPTIMIZATION AND GRAVITATIONAL SEARCH ALGORITHM FOR PARAMETER ESTIMATION IN ASPARTATE PATHWAYS
MASTER GRADUATED SUPERVISOR 2017
MUHAMMAD AZHARUDDIN BIN ARIF
A HYBRID OF CUCKOO SEARCH AND MINIMIZATION OF METABOLIC ADJUSTMENT FOR OPTIMIZING METABOLITES PRODUCTION
MASTER GRADUATED SUPERVISOR 2017
MOHD IZZAT BIN MOHD ISKANDAR YONG
IDENTIFYING NEAR-OPTIMAL GENE KNOCKOUT USING HYBRID BAT ALGORITHM AND DYNAMIC FLUX BALANCE ANALYSIS
MASTER GRADUATED SUPERVISOR 2017
RAFIDAH BINTI MUHAMAD
ENHANCED DOMINATED COMPLETED MEDIAN TERNARY PATTERN FOR DETECTION OF COPY-MOVE IMAGE FORGERY AGAINST POST-PROCESSING OPERATIONS
MASTER GRADUATED CO-SUPERVISOR 2020