UTM Scholar : PROF. DR MARZUKI BIN KHALID

GRANT(PI & MEMBERS)

32

PUBLICATIONS

48

INDEXED PUBLICATION

13

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INTERNATIONAL GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

DEGREE

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
UTILIZATION OF PARALLEL COMPUTERS CONFIGURATION AND MODIFIED PARALLEL PARTICLE SWARM OPTIMIZATION FOR FAST COMPUTATION IN SOLVING SCHEDULING PROBLEM. MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2012
DEVELOPMENT OF NETWORKED POWER MONITORING AND CONTROL SYSTEM FOR A BUILDING RUG OF UTM Flagship	2011
Intelligent Supervisory System for Virtual Laboratory application RUG OF UTM Tier 1	2011
Enhancement of Tropical Wood Species Accuracy UNIVERSITI TEKNOLOGI MALAYSIA UTM R&D Fund	2011
On Line Monitoring And Fault Diagnosis Of Process Plant Using Artificial Intelligence Technique RUG OF UTM Tier 1	2011
Incorporating Knowledge From Domain Expert To Improve Bayesian Network Learning Mechanism For Imbalanced Dataset Problem MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2010
Learning from Imbalanced and Small Datasets to Improve Assembly Test Semiconductor Manufacturing Process International Grant	2009
Refinement of the Vision System Development Platform (VSDP) for Commercialisation and Its Application MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Technofund	2007
Design of a Fault Diagnostic Engine for Power Transformer Using Data Mining MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2001
To Investigate the Effectiveness of Eigenfaces-based Approach and RBF Neural Network for Human Face Detection Short Term	2000
Fuzzy Modelling and Control of Nonlinear Systems : Distillation Column MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Development of an Intelligent Fault Diagnosis and Isolation for Electro Mechanical System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Design of a PC-Based Vision System Engine for Multi-Purposes applications MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Design and Development of an Intelligent License Plate Recognition System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Design of a Production Plan Optimizer and Scheduler using Generic Algorithms MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1997
Design And Development Of An Automated Data Entry System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1996
Intelligent Traffics Lights Monitoring and Control System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1996
Fuzzy Modelling of Magnetoencephalography (MEG) MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1996
Development of an Intelligent Data Mining Facility MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1995
Development Of Intelligent Power Transformer Fault Diagnosis And Prediction System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1995
Designing A Power System Stabiliser Using Fuzzy Logic Controller MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1994
Automation And Application Of Artificial Intelligent Techniques For Water Treatment Plan MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1994
Optimization Of Process Plan Using Artificial Intelligent Techniques MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1993
Intelligent Industrial Visual Inspection and Recognition System. MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1992
Development and Appplication of Artificial Intelligence (AI) in Product Diagnostics, Equipment Maintenance and Scheduling in a Semiconductor Manufacturing Plant Short Term	1992
To Build a Traffic Light System Using Fuzzy Control and Genetic Algorithm Short Term	1991
Developments of Neuro and Fuzzy Controllers for Industrial Systems. Short Term	1991
Application Of Artificial Intelligence Techniques In Solving Unit Commitment And Power Generation Scheduling. Short Term	1990
An Expert Software for the Design and Analysis of Control Systems MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1985
A Software for the Design and Analysis of Control Systems Short Term	1985
Development of a Transfer Function Analyzer Short Term	1984

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Nonlinear Identification Of A Magneto-Rheological Damper Based On Dynamic Neural Networks COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING Publication In Web Of Science CO-AUTHOR	2014
Capillary Flow Responses In A Soil-Plant System For Modified Subsurface Precision Irrigation PRECISION AGRICULTURE Publication In Web Of Science CO-AUTHOR	2014
Water Uptake Response Of Plant In Subsurface Precision Irrigation System ENGINEERING IN AGRICULTURE ENVIRONMENT AND FOOD (EAEF) Publication In Scopus CO-AUTHOR	2013
Fuzzy Logic-Based Pre-Classifier For Tropical Wood Species Recognition System MACHINE VISION AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2013
Application Of Kernel-Genetic Algorithm As Nonlinear Feature Selection In Tropical Wood Species Recognition System COMPUTERS AND ELECTRONICS IN AGRICULTURE Publication In Web Of Science CO-AUTHOR	2013
A Discrete-Event Traffic Simulation Model For Multilane-Multiple Intersection 2013 9TH ASIAN CONTROL CONFERENCE (ASCC) Publication In Web Of Science CO-AUTHOR	2013
Solving Economic Dispatch Problem Using Particle Swarm Optimization By An Evolutionary Technique For Initializing Particles Journal of Theoretical and Applied Information Technology Publication In Scopus CO-AUTHOR	2012
Optimization Of Electronics Component Placement Design On Pcb Using Self Organizing Genetic Algorithm (Soga) JOURNAL OF INTELLIGENT MANUFACTURING Publication In Web Of Science CO-AUTHOR	2012
Fault Diagnosis Based On The Narx Model In The Frequency Domain For Rotary Machine INTERNATIONAL JOURNAL OF INNOVATIVE MANAGEMENT, INFORMATION AND PRODUCTION Journal Article Non Citation-Indexed CO-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
Solving Job Shop Scheduling Problem Using A Hybrid Parallel Micro Genetic Algorithm APPLIED SOFT COMPUTING Publication In Web Of Science CO-AUTHOR	2011
A Dna Sequence Design For Direct-Proportional Length-Based Dna Computing Using Dnasequencegenerator Second International Conference on Innovative Computing, Information and Control, ICICIC 2007 Conference Paper INDIVIDUAL AUTHOR	2008
Direct Model Reference Adaptive Controller Based-On Neural-Fuzzy Techniques For Nonlinear Dynamical Systems American Journal of Applied Sciences Publication In Scopus INDIVIDUAL AUTHOR	2008
Evolutionary Feature Selections For Face Detection System Proceedings - International Symposium on Information Technology 2008, ITSim Conference Paper INDIVIDUAL AUTHOR	2008
Single Objective Optimization Of Dna Sequences Based On Particle Swarm Optimization Simposium Kebangsaan Sains Matematik ke 16 Conference Paper INDIVIDUAL AUTHOR	2008
Automation Of Dna Computing Readout Method Based On Real-Time Polymerase Chain Reaction Implemented On Dna Engine Opticon 2 System FEEIIC Symposium on Engineering and Technology 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Alternative Fuzzy C-Means Clustering For Dna Computing Readout Method Implemented On Dna Engine Opticon 2 System The International Conference on Signal-Image Technology & Internet-Based Systems (SITIS 2008) Conference Paper INDIVIDUAL AUTHOR	2008
A Model To Optimize Dna Sequence Based On Particle Swarm Optimization Asia Modelling Symposium 2008 (AMS 2008) Conference Paper INDIVIDUAL AUTHOR	2008
A Model To Optimize Dna Sequences Based On Particle Swarm Optimization Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Fuzzy C-Means Clustering For Dna Computing Readout Method Implemented On Dna Engine Opticon 2 System Fourth Kuala Lumpur International Conference on Biomedical Engineering Conference Paper INDIVIDUAL AUTHOR	2008
Multi-Level Fuzzy Score Fusion For Client Specific Linear Discriminant Analysis Based Face Authentication System Signal Image Technology and Internet Based Systems, 2008. SITIS '08. IEEE International Conference on Conference Paper INDIVIDUAL AUTHOR	2008
Online Signature Verification With Neural Network Classifier And Fuzzy Inference The 4th International IEEE Conference on Signal Image Technology and Internet Based System ¿ SITIS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
A Dna Sequence Design Approach Based On Particle Swarm Optimization With Sequence Support System FEEIIC Symposium on Engineering and Technology 2009 Conference Paper INDIVIDUAL AUTHOR	2008
Design Of Dna Sequences Based On Particle Swarm Optimization International Conference on Nanoscience and Nanotechnology 2008 (NANO-SciTech 2008) Conference Paper INDIVIDUAL AUTHOR	2008
An Ant Colony System For Dna Sequence Design Based On Thermodynamics The 4th IASTEAD International Conference on Advances in Computer Science and Technology (ACST 2008) Conference Paper INDIVIDUAL AUTHOR	2008
Fuzzy C-Means Clustering For Dna Computing Readout Method Implemented On Lightcycler System Proceedings of the SICE Annual Conference Conference Paper INDIVIDUAL AUTHOR	2008
Evaluation Ordering Method For Dna Sequence Design Based On Ant Colony System Asia Modelling Symposium 2008 (AMS 2008) Conference Paper INDIVIDUAL AUTHOR	2008
Dnants : A Software For Dna Sequence Design Based On Ant Colony System Development on Mechatronics : a multidisciplinary approach Book Chapter INDIVIDUAL AUTHOR	2008
Molecular Computation Approach To Complete Dijkstra'S Algorithm Development on Mechatronics : a multidisciplinary approach Book Chapter INDIVIDUAL AUTHOR	2008
Experimental Implementation And Analysis Of A Dna Computing Readout Method Based On Real-Time Pcr With Taqman Probes Natural Computing Publication In Scopus INDIVIDUAL AUTHOR	2008
Evaluation Of Ordering Methods For Dna Sequence Design Based On Ant Colony System Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
A Real Time Marking Inspection Scheme For Semiconductor Industries International Journal Of Advanced Manufacturing Technology Publication In Web Of Science INDIVIDUAL AUTHOR	2007
Comparison Of Feature Extractors In License Plate Recognition 1st Asia International Conference on Modelling and Simulation, Prince Songkia Univ, AMS 2007 Conference Paper INDIVIDUAL AUTHOR	2007
Face Detection Using Artificial Neural Network Approach First Asia International Conference on Modeling & Simulation(AMS 2007) Conference Paper INDIVIDUAL AUTHOR	2007
Enhanced Feature Selections Of Adaboost Training For Face Detection Using Genetic Algorithm (Gaboost) Proceedings of the 3rd IASTED International Conference on Computational Intelligence, CI 2007 Conference Paper INDIVIDUAL AUTHOR	2007
License Plate Detection Using Cluster Run Length Smoothing Algorithm (Crlsa) Proceedings of the IASTED Int. Conf. on Artificial Intelligence and Applications, AIA 2007 Conference Paper INDIVIDUAL AUTHOR	2007
Modelling Of A Process Control Rig Using A Genetic Algorithm Based Fuzzy Approach Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
Experimental Comparison Of Initial Pool Generation For Direct-Proportional Length-Based Dna Computing IEEE Region 10 Annual International Conference, Proceeding/TENCON 2007 Conference Paper INDIVIDUAL AUTHOR	2007
Recursive Least Square And Fuzzy Modeling Using Genetic Algorithm For Process Control Application First Asia International Conference on Modeling & Simulation(AMS 2007) Conference Paper INDIVIDUAL AUTHOR	2007
Enhancing Feature Selection For Face Detection Using Genetic Algorithm Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
Eyebrow Localization For Ebgm-Based Face Recognition Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
A Comparative Study Using Different Classifiers For Face Verification Proceedings of the International Conference on Robotics,Vision, Information and Signal Processing,ROVISP'07 Conference Paper INDIVIDUAL AUTHOR	2007
Direct-Proportional Length-Based Dna Computing Implementation For Elevator Scheduling Problem IEEE Region 10 Annual International Conference, Proceeding/TENCON 2007 Conference Paper INDIVIDUAL AUTHOR	2007
License Plate Recognition Based On Geometry Features Topological Analysis And Support Vector Machine Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
Obstacle Avoidance Of Mobile Robots Using Ordinal Structure Model Of Fuzzy Reasoning Approach Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
Fuzzy C-Means Clustering On Text Dependent Speaker Verification System Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007
Modeling And Optimisation Of A Traffic Intersection Based On Queue Theory And Markov Decision Control Methods First Asia International Conference on Modeling & Simulation(AMS 2007) Conference Paper INDIVIDUAL AUTHOR	2007
Modelling Of A Multilane Traffic Intersection Based On Networks Of Queues And Jackson'S Theorem Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT2007) Conference Paper INDIVIDUAL AUTHOR	2007

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
A WOOD SPECIES RECOGNITION SYSTEM USING NEURAL NETWORK		INTERNATIONAL	PATENT
IC INSPECTION SYSTEM	MY-155450-A	NATIONAL	PATENT
A SYSTEM AND METHOD FOR SOLVING SCHEDULING PROBLEM USING GENETIC ALGORITHM	MY-183527-A	NATIONAL	PATENT
MULTI-OBJECTIVE PCB COMPONENT PLACEMENT OPTIMIZATION USING SELF ORGANIZING GA		NATIONAL	PATENT
SYSTEM AND METHOD FOR DNA SEQUENCE DESIGN BASED ON VECTOR EVALUATED PARTICLE SWARM OPTIMIZATION	MY-188786-A	NATIONAL	PATENT
GENERIC ALGORITHM AND LINEAR DISCRIMINATING ALGORITHM OPTIMIZED IMAGES OF WOOD GRAIN		NATIONAL	PATENT
WOOD GRAIN IMAGE ACQUISITION APPARATUS		NATIONAL	PATENT
METHODS AND SYSTEM FOR RECOGNIZING WOOD SPECIES	MY-174435-A	INTERNATIONAL	PATENT
ADAPT 3.0: WEB BASED INTELLIGENT DIAGNOSIS OF POWER TRANSFORMER		NATIONAL	COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
TAY YONG HAUR PHD ON GOING SUPERVISOR
ABDUL FADLIL MODIFIED APPROACH OF ONLINE HANDWRITTEN TEXT RECOGNITION AND SIGNATURE VERIFICATION SYSTEM PHD GRADUATED SUPERVISOR 2006
HAFIZAH BT HUSAIN SIMILARITY INDEX FUZZY C-MEANS ALGORITHM FOR NEURAL-FUZZY MODEL REFERENCE ADAPTIVE SYSTEM PHD GRADUATED SUPERVISOR 2006
SHAHRIN AZUAN BIN NAZEER ENCHANCEMENT OF FACE RECOGNITION SYSTEMS USING PHOTOMETRIC NORMALIZATION, LINEAR SUBSPACE AND ARTIFICIAL NEURAL NETWORK APPROACHES PHD GRADUATED SUPERVISOR 2007
SITI NORUL HUDA SHEIKH ABDULLAH INTELLIGENT LICENSE PLATE RECOGNITION SYSTEM BASED ON MULTI FEATURE EXTRACTOR AND SUPPORT VECTOR MACHINE PHD GRADUATED SUPERVISOR 2008
ABD RAHIM BIN AHMAD ON-LINE HANDWRITING RECOGNITION USING SUPPORT VECTOR MACHINES AND HIDDEN MARKOV MODELS APPROACHES PHD GRADUATED SUPERVISOR 2008
AZURA BINTI CHE SOH INTELLIGENT TRAFFIC SIGNAL CONTROL SYSTEM BASED ON FUZZY APPROACH TECHNIQUE FOR MULTILANE-MULTIPLE INTERSECTION PHD GRADUATED SUPERVISOR 2011
KU TENG SIANG MASTER NOT ACTIVE MAINFRAME SYSTEMS STUDENTS SUPERVISOR
FARIDAH BT MOHAMAD IDRIS MASTER ON GOING SUPERVISOR
TIAGRAJAH A/L V. JANAHIRAMAN MASTER ON GOING SUPERVISOR
GAN TECK HUI MASTER GRADUATED CO-SUPERVISOR 2005
EILEEN LEW YI LEE DESIGN OF AN INTELLIGENT WOOD RECOGNITION SYSTEM FOR THE CLASSIFICATION OF TROPICAL WOOD SPECIES MASTER GRADUATED SUPERVISOR 2005
MOHD FAISAL BIN IBRAHIM FUZZY MODELLING AND CONTROL FOR NONLINEAR REBOILER SYSTEM OF A DISTILLATION COLUMN MASTER GRADUATED CO-SUPERVISOR 2006
YAP WOOI HEN DESIGN OF A DSP-BASED FYLLU AUTOMATIC FACE VERIFICATION SYSTEM MASTER ON GOING SUPERVISOR
ZALHAN BIN MOHD ZIN ENHANCED MULTIDIMENSIONAL DATA CLUSTERING USING AUTO-ASSOCIATIVE NEURAL NETWORKS AND MULTIDIMENSIONAL SELF ORGANIZING MAPS (SOM) &NBSP; &NBSP; MASTER GRADUATED SUPERVISOR 2007
MOHD ZAMRI BIN IBRAHIM VOICE AND FINGERPRINT MULTIMODAL AUTHENTICATION SYSTEM MASTER ON GOING SUPERVISOR
FAISUL ARIF BIN AHMAD @ MOHD YUSOFF TELEROBOTIC ; MOBILE ROBOTS AS GATEWAYS INTO WIRELESS SENSOR NETWORK MASTER GRADUATED SUPERVISOR 2008
HAMAM MOKAYED SIGNATURE VERIFICATION SYSTEM BASED ON MULTIPLE CLASSSIFIERS AND MULTI FUSION DECISION APPROACH MASTER GRADUATED SUPERVISOR 2009
NENNY RUTHFALYDIA BINTI ROSLI IMAGE PRE-PROCESSING MODULE FOR ONLINE TROPICAL WOOD RECOGNITION SYSTEM&NBSP; &NBSP; MASTER GRADUATED SUPERVISOR 2009
BABAK REZAEI ROWSHAN DEVELOPMENT OF A MULTIMODAL BIOMETRIC SYSTEM USING FACE AND FINGER VEIN APPROACH MASTER GRADUATED SUPERVISOR 2011
GUIGO NICOLAS ERNEST ANDRE POSE NORMALIZATION IN A FACE RECOGNITION SYSTEM MASTER GRADUATED SUPERVISOR 2011
MUHAMMAD SHAHRUL AZWAN BIN RAMLI WATER SAVING IRRIGATION STRATEGY BASED ON SOIL MOISTURE MODEL FOR DURIAN USING INTELLIGENT METHOD MASTER GRADUATED CO-SUPERVISOR 2019