Adaptive Control by Neural Networks with Application to Temperature Control. - Sigeru Omatu 001; Marzuki Khalid; Julio Tanomaru (Robotics, Mechatronics and Manufacturing Systems, 1993)

MIMO furnace control with neural networks. - Marzuki Khalid; Sigeru Omatu 001; Rubiyah Yusof (IEEE Trans. Control. Syst. Technol., 1993)

Self-tuning PID control: A multivariable derivation and application. - Rubiyah Yusof; Sigeru Omatu 001; Marzuki Khalid (Autom., 1994)

Temperature regulation with neural networks and alternative control schemes. - Marzuki Khalid; Sigeru Omatu 001; Rubiyah Yusof (IEEE Trans. Neural Networks, 1995)

Adaptive Neuro-fuzzy Control System by RBF and GRNN Neural Networks. - Teo Lian Seng; Marzuki Khalid; Rubiyah Yusof; Sigeru Omatu 001 (J. Intell. Robotic Syst., 1998)

Tuning of a neuro-fuzzy controller by genetic algorithm. - Teo Lian Seng; Marzuki Bin Khalid; Rubiyah Yusof (IEEE Trans. Syst. Man Cybern. Part B, 1999)

An Analytical Handwritten Word Recognition System with Word-level Discriminant Training. - Yong Haur Tay; Marzuki Khalid; Pierre Michel Lallican; Stefan Knerr; Christian Viard-Gaudin (ICDAR, 2001)

Offline handwritten word recognition using a hybrid neural network and hidden Markov model. - Yong Haur Tay; Pierre Michel Lallican; Marzuki Khalid; Christian Viard-Gaudin; Stefan Knerr (ISSPA, 2001)

Adaptive GRNN for the modelling of dynamic plants. - Teo Lian Seng; Marzuki Khalid; Rubiyah Yusof (ISIC, 2002)

Offline cursive handwriting recognition system based on hybrid Markov model and neural networks. - Yong Haw Tay; Marzuki Khalid; Rubiyah Yusof; Christian Viard-Gaudin (CIRA, 2003)

Automatic Spinal Deformity Detection Based on Neural Network. - Hyoungseop Kim; Seiji Ishikawa; Marzuki Khalid; Yoshinori Otsuka; Hisashi Shimizu; Yasuhiro Nakada; Takashi Shinomiya; Max A. Viergever (MICCAI (1), 2003)

A Study on Lower Bound of Direct Proportional Length-Based DNA Computing for Shortest Path Problem. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (CIS, 2004)

Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System. - Mohamad Shukri; Marzuki Khalid; Rubiyah Yusof; Mohd Shafawi (KES, 2004)

Direct-Proportional Length-Based DNA Computing for Shortest Path Problem. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (Int. J. Comput. Sci. Appl., 2004)

Formulation of linguistic regression model based on natural words. - Y. Toyoura; Junzo Watada; Marzuki Bin Khalid; Rubiyah Yusof (Soft Comput., 2004)

Solving University Timetabling Problems by Distributed Micro-Genetic Algorithm with Local Search. - Rubiyah Yusof; Tay Cheng San; Marzuki Khalid; Osamu Ono (Artificial Intelligence and Applications, 2005)

DNA implementation of k-shortest paths computation. - Zuwairie Ibrahim; Yusei Tsuboi; Mohd Saufee Muhammad; Osamu Ono; Marzuki Khalid (Congress on Evolutionary Computation, 2005)

Spinal Deformity Detection Employing Back Propagation on Neural Network. - Hyoungseop Kim; Joo Kooi Tan; Seiji Ishikawa; Marzuki Khalid; Max A. Viergever; Yoshinori Otsuka; Takashi Shinomiya (ICAPR (2), 2005)

DNA Computing for Complex Scheduling Problem. - Mohd Saufee Muhammad; Zuwairie Ibrahim; Satomi Ueda; Osamu Ono; Marzuki Khalid (ICNC (2), 2005)

Improving Initial Pool Generation of Direct-Proportional Length-Based DNA Computing by Parallel Overlap Assembly. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (WSTST, 2005)

Solving Elevator Scheduling Problem Using DNA Computing Approach. - Mohd Saufee Muhammad; Satomi Ueda; Osamu Ono; Junzo Watada; Marzuki Khalid (WSTST, 2005)

Hybrid Concentration-Controlled Direct-Proportional Length-Based DNA Computing for Numerical Optimization of the Shortest Path Problem. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (BioADIT, 2006)

A New Readout Approach in DNA Computing Based on Real-Time PCR with TaqMan Probes. - Zuwairie Ibrahim; John A. Rose; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (DNA, 2006)

Detecting license plate using cluster run length smoothing algorithm. - Siti Norul Huda Sheikh Abdullah; Marzuki Khalid; Rubiyah Yusof; Khairuddin Omar (ICINCO-ICSO, 2006)

Unconstraint Assignment Problem: A Molecular Computing Approach. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (Int. Arab J. Inf. Technol., 2006)

Enhancement of Neuro-eigenspace Face Recognition Using Photometric Normalization. - Shahrin Azuan Nazeer; Marzuki Khalid; Nazaruddin Omar; Mat Kamil Awang (CGIV, 2007)

License plate detection using cluster run length smoothing algorithm (CRLSA). - Siti Norul Huda Sheikh Abdullah; Marzuki Khalid; Rubiyah Yusof; Khairuddin Omar (Artificial Intelligence and Applications, 2007)

Comparison of Feature Extractors in License Plate Recognition. - Siti Norul Huda Sheikh Abdullah; Marzuki Khalid; Rubiyah Yusof; Khairuddin Omar (Asia International Conference on Modelling and Simulation, 2007)

Face Verification with Gabor Representation and Support Vector Machines. - Yap Wooi Hen; Marzuki Khalid; Rubiyah Yusof (Asia International Conference on Modelling and Simulation, 2007)

Face Detecting Using Artificial Neural Network Approach. - Shahrin Azuan Nazeer; Nazaruddin Omar; Khairol Faisal Jumari; Marzuki Khalid (Asia International Conference on Modelling and Simulation, 2007)

Recursive Least Square and Fuzzy Modelling Using Genetic Algorithm for Process Control Application. - Ribhan Zafira Abdul Rahman; Rubiyah Yusof; Marzuki Khalid (Asia International Conference on Modelling and Simulation, 2007)

Modelling and Optimisation of a Traffic Intersection Based on Queue Theory and Markov Decision Control Methods. - Azura Che Soh; Mohammad Hamiruce Marhaban; Marzuki Khalid; Rubiyah Yusof (Asia International Conference on Modelling and Simulation, 2007)

A DNA sequence design for molecular computation of HPP with output visualization based on real-time PCR. - Zuwairie Ibrahim; Tri Basuki Kurniawan; Marzuki Khalid (IEEE Congress on Evolutionary Computation, 2007)

Experimental Implementation of Direct-Proportional Length-Based DNA Computing for Numerical Optimization of the Shortest Path Problem. - Zuwairie Ibrahim; Yusei Tsuboi; Osamu Ono; Marzuki Khalid (Int. J. Unconv. Comput., 2007)

A Model to Optimize DNA Sequences Based on Particle Swarm Optimization. - Noor Khafifah Khalid; Tri Basuki Kurniawan; Zuwairie Ibrahim; Zulkifli Md. Yusof; Marzuki Khalid; Andries P. Engelbrecht (Asia International Conference on Modelling and Simulation, 2008)

Evaluation of Ordering Methods for DNA Sequence Design Based on Ant Colony System. - Tri Basuki Kurniawan; Noor Khafifah Khalid; Zuwairie Ibrahim; Marzuki Khalid; Martin Middendorf (Asia International Conference on Modelling and Simulation, 2008)

Evolutionary Feature Selections for Face Detection System. - Zalhan Mohd Zin; Marzuki Khalid; Rubiyah Yusof (PRICAI, 2008)

Investigate the Performance of Fuzzy Artmap Classifier for Face Recognition System. - Jamikaliza Abdul Karim; Rubiyah Yusof; Marzuki Khalid (SITIS, 2008)

Multi-Level Fuzzy Score Fusion for Client Specific Linear Discriminant Analysis Based Face Authentication System. - Babak Rezaei Rowshan; Marzuki Khalid; Rubiyah Yusof (SITIS, 2008)

Alternative Fuzzy C-Means Clustering for DNA Computing Readout Method Implemented on DNA Engine Opticon 2 System. - Muhammad Faiz Mohamed Saaid; Zuwairie Ibrahim; Marzuki Khalid; Azli Yahya (SITIS, 2008)

Experimental implementation and analysis of a DNA computing readout method based on real-time PCR with TaqMan probes. - Zuwairie Ibrahim; John A. Rose; Akira Suyama; Marzuki Khalid (Nat. Comput., 2008)

Online Signature Verification with Neural Networks Classifier and Fuzzy Inference. - Marzuki Khalid; Hamam Mokayed; Rubiyah Yusof; Osamu Ono (Asia International Conference on Modelling and Simulation, 2009)

A Population-Based Ant Colony Optimization Approach for DNA Sequence Optimization. - Tri Basuki Kurniawan; Zuwairie Ibrahim; Noor Khafifah Khalid; Marzuki Khalid (Asia International Conference on Modelling and Simulation, 2009)

Automation of DNA Computing Readout Method Implemented on LightCycler System. - Muhammad Faiz Mohamed Saaid; Zuwairie Ibrahim; Marzuki Khalid; Nor Haniza Sarmin (Asia International Conference on Modelling and Simulation, 2009)

Lexicon-Based Word Recognition Using Support Vector Machine and Hidden Markov Model. - Abdul Rahim Ahmad; Christian Viard-Gaudin; Marzuki Khalid (ICDAR, 2009)

Implementation of Binary Particle Swarm Optimization for DNA Sequence Design. - Noor Khafifah Khalid; Zuwairie Ibrahim; Tri Basuki Kurniawan; Marzuki Khalid; Andries P. Engelbrecht (IWANN (2), 2009)

An Optimized Ant System Approach for DNA Sequence Optimization. - Tri Basuki Kurniawan; Zuwairie Ibrahim; Noor Khafifah Khalid; Marzuki Khalid (IWANN (2), 2009)

Implementation of an ant colony system for DNA sequence optimization. - Zuwairie Ibrahim; Tri Basuki Kurniawan; Noor Khafifah Khalid; Shahdan Sudin; Marzuki Khalid (Artif. Life Robotics, 2009)

Modeling of a multilane-multiple intersection based on queue theory and standard approach techniques. - Azura Che Soh; Marzuki Khalid; Mohammad Hamiruce Marhaban; Rubiyah Yusof (Simul. Model. Pract. Theory, 2009)

A Modified Artificial Neural Network Learning Algorithm for Imbalanced Data Set Problem. - Asrul Adam; Mohd Ibrahim Shapiai; Zuwairie Ibrahim; Marzuki Khalid; Lim Chun Chew; Wen Jau Lee; Junzo Watada (CICSyN, 2010)

Woods Recognition System Based on Local Binary Pattern. - M. Nasirzadeh; A. Arab Khazael; Marzuki Bin Khalid (CICSyN, 2010)

A Non-linear Function Approximation from Small Samples Based on Nadaraya-Watson Kernel Regression. - Mohd Ibrahim Shapiai; Zuwairie Ibrahim; Marzuki Khalid; Wen Jau Lee; Vladimir Pavlovic 001 (CICSyN, 2010)

Solving Industrial Based Job-Shop Scheduling Problem by Distributed Micro-Genetic Algorithm with Local Search. - Rubiyah Yusof; Marzuki Khalid; Tay Cheng San (KES (1), 2010)

Ordinal Structure Fuzzy Logic Predictor for Consumer Behaviour. - Rubiyah Yusof; Marzuki Khalid; Mohd. Ridzuan Yunus (KES (2), 2010)

A Comparative Study of Feature Extraction Methods for Wood Texture Classification. - Prasetiyo; Marzuki Khalid; Rubiyah Yusof; Fabrice Mériaudeau (SITIS, 2010)

Using Gabor Filters as Image Multiplier for Tropical Wood Species Recognition System. - Rubiyah Yusof; Nenny Ruthfalydia Rosli; Marzuki Khalid (UKSim, 2010)

Investigation on Different Kernel Functions for Weighted Kernel Regression in Solving Small Sample Problems. - Mohd Ibrahim Shapiai; Shahdan Sudin; Zuwairie Ibrahim; Marzuki Khalid (EMS, 2011)

Learning with imbalanced datasets using fuzzy ARTMAP-based neural network models. - Shing Chiang Tan; Zuwairie Ibrahim; Wen Jau Lee; Junzo Watada; Marzuki Khalid; Lim Chun Chew (FUZZ-IEEE, 2011)

A Hybrid Artificial Neural Network-Naive Bayes for solving imbalanced dataset problems in semiconductor manufacturing test process. - Asrul Adam; Lim Chun Chew; Mohd Ibrahim Shapiai; Wen Jau Lee; Zuwairie Ibrahim; Marzuki Khalid (HIS, 2011)

Building a Memetic Algorithm Based Support Vector Machine for Imbalaced Classification. - Wu Mingnan; Junzo Watada; Zuwairie Ibrahim; Marzuki Khalid (ICGEC, 2011)

Recipe Generation from Small Samples: Incorporating an Improved Weighted Kernel Regression with Correlation Factor. - Mohd Ibrahim Shapiai; Zuwairie Ibrahim; Marzuki Khalid; Wen Jau Lee; Soon-Chuan Ong; Vladimir Pavlovic 001 (ICSECS (1), 2011)

Solving job shop scheduling problem using a hybrid parallel micro genetic algorithm. - Rubiyah Yusof; Marzuki Khalid; Gan Teck Hui; Syafawati Md Yusof; Mohd Fauzi Othman (Appl. Soft Comput., 2011)

Optimization of fuzzy model using genetic algorithm for process control application. - Rubiyah Yusof; Ribhan Zafira Abdul Rahman; Marzuki Khalid; Mohd Faisal Ibrahim (J. Frankl. Inst., 2011)

Nonlinear Dynamic System Identification Using Volterra Series: Multi-Objective Optimization Approach. - Sayed Mohammad Reza Loghmanian; Rubiyah Yusof; Marzuki Khalid (J. Adv. Comput. Intell. Intell. Informatics, 2012)

An Affective Approach to Developing Marketing Strategies of Mineral Water. - Junzo Watada; Le Yu; Munenori Shibata; Marzuki Khalid (J. Adv. Comput. Intell. Intell. Informatics, 2012)

Optimization of electronics component placement design on PCB using self organizing genetic algorithm (SOGA). - Fatimah Sham Ismail; Rubiyah Yusof; Marzuki Khalid (J. Intell. Manuf., 2012)

Structure optimization of neural network for dynamic system modeling using multi-objective genetic algorithm. - Sayed Mohammad Reza Loghmanian; Hishamuddin Jamaluddin; Robiah Ahmad 001; Rubiyah Yusof; Marzuki Khalid (Neural Comput. Appl., 2012)

A discrete-event traffic simulation model for multilane-multiple intersection. - Azura Che Soh; Mohammad Hamiruce Marhaban; Marzuki Khalid; Rubiyah Yusof (ASCC, 2013)

Fuzzy logic-based pre-classifier for tropical wood species recognition system. - Rubiyah Yusof; Marzuki Khalid; Anis Salwa Mohd Khairuddin (Mach. Vis. Appl., 2013)

Measurement of velocity of solid/air two phase fluid using electrostatic sensors and cross correlation technique. - Hossein Seraj; Mohd Fua'ad Rahmat; Marzuki Khalid (Sci. Iran., 2013)

Nonlinear Identification of a Magneto-Rheological Damper Based on Dynamic Neural Networks. - Marzuki Khalid; Rubiyah Yusof; Majid Joshani; Hazlina Selamat; Mohamad Joshani (Comput. Aided Civ. Infrastructure Eng., 2014)

Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects. - Shing Chiang Tan; Junzo Watada; Zuwairie Ibrahim; Marzuki Khalid (IEEE Trans. Neural Networks Learn. Syst., 2015)