FKEE - Official Portal

FACULTY OF ELECTRICAL &
ELECTRONICS ENGINEERING

ZUWAIRIE IBRAHIM

Zuwairie Ibrahim is one of the inventors of the Simulated Kalman Filter, which is a new optimization algorithm based on the Kalman filtering framework. He obtained a B.Eng (Mechatronics) and M.Eng (Electrical) from Universiti Teknologi Malaysia, and Ph.D in Electrical Engineering from Meiji University, Japan. He is currently an Associate Professor of Faculty of Electrical and Electronics Engineering, Universiti Malaysia Pahang. His current research interests include Computational Intelligence, Artificial Intelligence, and Estimation.

WORKING EXPERIENCE | EDUCATION | TEACHING EXPERIENCE | SUPERVISION | RESEARCH | PUBLICATION (JOURNAL) | PUBLICATION (INTERNATIONAL CONFERENCE) | PUBLICATION (LOCAL CONFERENCE) | PUBLICATION (BOOK CHAPTER) | PUBLICATION (TECHNICAL REPORT)


 

JOURNAL

 

 

2016

108. Zuwairie Ibrahim, Nor Hidayati Abdul Aziz, Nor Azlina Ab. Aziz, Saifudin Razali, Mohd Saberi Mohamad, Simulated Kalman Filter: A Novel Estimation-Based Metaheuristic Optimization Algorithm, Advance Science Letters, Vol. 22, pp. 2941-2946, 2016.

107.  Asrul Adam, Zuwairie Ibrahim, Norrima Mokhtar, Mohd Ibrahim Shapiai, Marizan Mubin, and Ismail Saad, Feature Selection using Angle Modulated Simulated Kalman Filter for Peak Classification of EEG Signals, SpringerPlus, Vol. 5, No. 1580, 2016. (IF 0.982)

106.  Asrul Adam, Zuwairie Ibrahim, Norrima Mokhtar, Mohd Ibrahim Shapiai, Paul Cumming, and Marizan Mubin, Evaluation of Different Time Domain Peak Models using Extreme Learning Machine-based Peak Detection for EEG Signal, SpringerPlus, Vol. 5, No. 1036, 2016. (IF 0.982)

105. Mohamad Nizam Aliman, Khairul Hamimah Abas, Muhammad Sharfi Najib, Nor Azlina Ab. Aziz, Mohd Saberi Mohamad, and Zuwairie Ibrahim, Gravitational Search Algorithm: R is better than R2?,  ARPN Journal of Engineering and Applied Sciences, Vol. 11, No. 7, pp. 4904-4910.

104. Zulkifli Md Yusof, Zuwairie Ibrahim, Ismail Ibrahim, Kamil Zakwan Mohd Azmi, Nor Azlina Ab Aziz, Nor Hidayati Abd Aziz, and Mohd Saberi Mohamad, Angle Modulated Simulated Kalman Filter Algorithm for Combinatorial Optimization Problems, ARPN Journal of Engineering and Applied Sciences, Vol. 11, No. 7, pp. 4854-4859.

103. Zulkifli Md Yusof, Zuwairie Ibrahim, Ismail Ibrahim, Kamil Zakwan Mohd Azmi, Nor Azlina Ab Aziz, Nor Hidayati Abd Aziz, and Mohd Saberi Mohamad, Distance Evaluated Simulated Kalman Filter for Combinatorial Optimization Problems, ARPN Journal of Engineering and Applied Sciences, Vol. 11, No. 7, pp. 4904-4910.

102. Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris, Juan Manuel Corchado, Sigeru Omatu, Zuwairie Ibrahim, and Shahreen Kasim, An Improved gSVM-SCADL2 with Firefly Algorithm for Identification of Significant Genes and Pathways, International Journal of Bioinformatics Research and Applications, 2016, Vol. 12, No. 1, pp. 72-93.

101. Asrul Adam, Zuwairie Ibrahim, Norrima Mokhtar, Mohd Ibrahim Shapiai, and Marizan Mubin, Evaluation of Different Peak Models of Eye Blink EEG signal using ANN, Neural Network World Journal, 2016, Vol. 26, No. 1, pp. 67-89. (IF 0.562)

100. Zuwairie Ibrahim, Lim Kian Sheng, Faradila Naim, Mohd Falfazli Mat Jusof, and Nurul Wahidah Arshad, An Analysis of Archive Update for Vector Evaluated Particle Swarm Optimization, International Journal of Intelligent Systems and Applications in Engineering, 2016, Vol. 4, Issue 1, pp. 5-11.

99. Mohd Riduwan Ghazali, Zuwairie Ibrahim, Mohd Helmi Suid, Muhammad Salihin Saealal, and Mohd Zaidi Mohd Tumari, Single Input Fuzzy Logic Controller for Flexible Joint Manipulator, International Journal of Innovative Computing, Information, and Control, 2016, Vol. 12, No. 1, pp. 181-191.

98. Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Asrul Adam, and Norrima Mokhtar, Prior Knowledge in Solving System Identification Problem with Insufficient Samples based on Pareto Optimality Concept, ICIC Express Letters, 2016, Vol. 10, Issue 1, pp. 21-26.

2015

97. Lim Sin Yi, Tan Li Chin, Mohd Saberi Mohamad, Safaai Deris, Saad Subair, and Zuwairie Ibrahim, A Review on Metabolic Pathway Analysis in Biological Production, Mini-Reviews in Organic Chemistry, 2015, Vol. 12, No. 6, pp. 506-523.

96. Ismail Ibrahim, Hamzah Ahmad, Zuwairie Ibrahim, and Zulkifli Yusof, An Improved Multi-State Particle Swarm Optimization for Discrete Combinatorial Optimization Problems, International Journal of Simulation - Systems, Science and Technology, 2015, Vol. 16, No. 6, pp. 14.1-14.8.

95. Ismail Ibrahim, Hamzah Ahmad, Zuwairie Ibrahim, and Zulkifli Yusof, A Novel Multi-State Gravitational Search Algorithm for Discrete Optimization Problems, International Journal of Simulation - Systems, Science and Technology, 2015, Vol. 16, No. 6, pp. 15.1-15.8.

94. Zuwairie Ibrahim, Kian Sheng Lim, Salinda Buyamin, Siti Nurzulaikha Satiman, Mohd Helmi Suib, Badaruddin Muhammad, Mohd Riduwan Ghazali, Mohd Saberi Mohamad, and Junzo Watada, MLPSO: Multi-Leader Particle Swarm Optimization for Multi-Objective Optimization Problems, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 23.

93. Ismail Ibrahim, Zuwairie Ibrahim, Hamzah Ahmad, and Zulkifli Md Yusof, An Assembly Sequence Planning Approach with a Multi-State Gravitational Search Algorithm, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 22, pp. 10709-10715.

92. Nor Azlina Ab Aziz, Shahdan Sudin, Marizan Mubin, Sophan Wahyudi Nawawi, and Zuwairie Ibrahim, A Random Synchronous-Asynchronous Particle Swarm Optimization Algorithm with a New Iteration Strategy, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 21, pp. 9937-9942.

91. Kamil Zakwan Mohd Azmi, Zuwairie Ibrahim, and Dwi Pebrianti, Simultaneous Computation of Model Order and Parameter Estimation for ARX Model Based on Multi-Swarm Particle Swarm Optimization, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 22, pp. 17191-17196.

90. Zuwairie Ibrahim, Mohd Ibrahim Shapiai, Siti Nurzulaikha Satiman, Mohd Saberi Mohamad, and Nurul Wahidah Arshad, A Complete Investigation of Using Weighted Kernel Regression for the Case of Small Sample Problem with Noise, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 23.

89. Badaruddin Muhammad, Zuwairie Ibrahim, Kamarul Hawari Ghazali, Kamil Zakwan Mohd Azmi, Nor Azlina Ab Aziz, Nor Hidayati Abd Aziz, and Mohd Saberi Mohamad, A New Hybrid Simulated Kalman Filter and Particle Swarm Optimization for Continuous Numerical Optimization Problems, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 22, pp. 17171-17176.

88. Zuwairie Ibrahim, Nor Hidayati Abdul Aziz, Nor Azlina Ab. Aziz, Saifudin Razali, Mohd Ibrahim Shapiai, Sophan Wahyudi Nawawi, and Mohd Saberi Mohamad, A Kalman Filter Approach for Solving Unimodal Optimization Problems, ICIC Express Letters, 2015, Vol. 9, Issue 12, pp. 3415-3422.

87. C.L. Koo, M.J. Liew, M.S. Mohamad, A.H.M. Salleh, S. Deris, Z. Ibrahim, B. Susilo, Y. Hendrawan, A.K. Wardani, Software for Detecting Gene-Gene Interactions in Genome Wide Association Studies, Biotechnology and Bioprocess Engineering, 2015, Vol. 20, pp. 662-676.

86. Tan Ching Siang, Ting Wai Soon, Shahreen Kasim, Mohd Saberi Mohamad, Chan Weng Howe, Safaai Deris, Zalmiyah Zakaria, Zuraini Ali Shah and Zuwairie Ibrahim, A Review of Cancer Classification Software for Gene Expression Data, International Journal of Bio-Science and Bio-Technology, 2015, Vol. 7, No. 4, pp. 89-108.

85. Nor Azlina Ab. Aziz, Marizan Mubin, Zuwairie Ibrahim, and Sophan Wahyudi Nawawi, Statistical Analysis for Swarm Intelligence – Simplified, International Journal of Future Computer and Communication, 2015, Vol. 4, No. 3, pp. 193-197.

84. Ismail Ibrahim, Zuwairie Ibrahim, Hamzah Ahmad, Mohd Falfazli Mat Jusof, Zulkifli Md. Yusof, Sophan Wahyudi Nawawi, and Marizan Mubin, An Assembly Sequence Planning Approach with a Rule-based Multi-State Gravitational Search Algorithm, The International Journal of Advanced Manufacturing Technology, 2015, Vol. 79, Issue 5, pp. 1363-1376.

83. Mohamad Nizam Aliman, Zuwairie Ibrahim, Faradila Naim, Sophan Wahyudi Nawawi, Shahdan Sudin, Performance Evaluation of Black Hole Algorithm, Gravitational Search Algorithm and Particle Swarm Optimization, Malaysian Journal of Fundamental and Applied Sciences, 2015, Vol. 11, No.1, pp. 10-20.

82. Swee Kuan Loh, Swee Thing Low, Mohd Saberi Mohamad, Safaai Deris, Shahreen Kasim, Choon Yee Wen, Zuwairie Ibrahim, Bambang Susilo, Yusuf Hendrawan, Agustin Krisna Wardani, A Review of Software for Predicting Gene Function, International Journal of Bio-Science and Bio-Technology, 2015, Vol. 7, No. 2, pp. 57-70.

81. Shing Chiang Tan, Junzo Watada, Zuwairie Ibrahim, Marzuki Khalid, Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects, IEEE Transactions on Neural Networks and Learning Systems, 2015, Vol. 26, Issue 5, pp. 933-950.

80. Kamil Zakwan Mohd Azmi, Zuwairie Ibrahim, Dwi Pebrianti, Sophan Wahyudi Nawawi, and Nor Azlina Ab Aziz, Simultaneous Computation of Model Order and Parameter Estimation of a Heating System Based on Gravitational Search Algorithm for Autoregressive with Exogenous Inputs, ARPN Journal of Engineering and Applied Sciences, 2015, Vol. 10, No. 2, pp. 633-642.

79. Jia Xing Yeoh, Chuii Khim Chong, Mohd Saberi Mohamad, Yee Wen Choon, Lian En Chai, Safaai Deris, Zuwairie Ibrahim, Parameter Estimation Using Improved Differential Evolution and Bacterial Foraging Algorithms to Model Tyrosine Production in Mus Musculus (Mouse), Jurnal Teknologi, 2015, Vol. 72, No 1, pp. 49-56.

78. Kian Sheng Lim, Zuwairie Ibrahim, Salinda Buyamin, Anita Ahmad, Mohd Ibrahim Shapiai, Kamal Khalil, Sophan Wahyudi Nawawi, Nurul Wahidah Arshad, Faradila Naim, Analysis of Vector Evaluated Particle Swarm Optimization Guided by Non-Dominated Solutions: Inertia Weight, Cognitive, and Social Constants, ICIC Express Letters, 2015, Vol. 9, No. 5, pp. 1279-1284.

77. Mohd Ibrahim Shapiai, Shahdan Sudin, Nurul Wahidah Arshad, and Zuwairie Ibrahim, Investigation on Different Learning Techniques for Weighted Kernel Regression in Solving Small Sample Problem with Noise, ICIC Express Letters, 2015, Vol. 9, No. 4, pp. 965-971.

76. Zuwairie Ibrahim, Sophan Wahyudi Nawawi, Saifudin Razali, Badaruddin Muhammad, Kamil Zakwan Mohd Azmi, Zulfakar Aspar, Nor Azlina Ab. Aziz, Simultaneous Computation of Model Order and Parameter Estimation of a Heating System Based on Particle Swarm Optimization for Autoregressive with Exogenous Model, ICIC Express Letters, 2015, Vol. 9, No. 4, pp. 1159-1165.

75. Badaruddin Muhammad, Zuwairie Ibrahim, Kamarul Hawari Ghazali, Mohd Riduwan Ghazali, Kian Sheng Lim, Sophan Wahyudi Nawawi, Muhammad Arif Abdul Rahim, Nor Azlina Ab. Aziz, Marizan Mubin, and Norrima Mokhtar, Performance Evaluation of Vector Evaluated Gravitational Search Algorithm, ICIC Express Letters, 2015, Vol. 9, No. 3, pp. 649-654.

2014

74. Mohd Falfazli Mat Jusof and Zuwairie Ibrahim, Performance Evaluation and Benchmarking of an Extended Computational Model of Ant Colony System for DNA Sequence Design, International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 6, pp. 49-66.

73. Andrew Adamatzky, Zuwairie Ibrahim, Nor Azlina Ab Aziz, Sophan Wahyudi, Slime Mould Approximates Malaysian Expressways: Is There a Bio-logic Behind the Transport Network? International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 4, pp. 14-23.

72. Kian Sheng Lim, Mohd Zaidi Mohd Tumari, Mohd Falfazli Mat Jusoh, Nor Azlina Ab Aziz, Salinda Buyamin, Multi-Objective Particle Swarm Optimization Algorithms – A Leader Selection Overview, International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 4, pp. 6-13.

71. Xu, Z., Watada, J., Wu, M., Ibrahim, Z., Khalid, M., Solving the Imbalanced Data Classification Problem with the Particle Swarm Optimization based Support Vector Machine, IEEJ Transactions on Electronics, Information and Systems, 2014, Vol. 134, Issue 6, pp. 788-795.

70. Shahdan Sudin, Sophan Wahyudi Nawawi, Amar Faiz Zainal Abidin, Muhammad Arif Abdul Rahim, Kamal Khalil, Zuwairie Ibrahim, Zulkifli Md Yusof, Faculty of Electrical and Electronic Engineering, A Modified Gravitational Search Algorithm for Discrete Optimization Problem, International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 1, pp. 51-55.

69. Ismail Ibrahim, Hamzah Ahmad, Zuwairie Ibrahim, Mohd Falfazli Mat Jusoh, Zulkifli Md. Yusof, Sophan Wahyudi Nawawi, Kamal Khalil, Muhammad Arif Abdul Rahim, Multi-State Particle Swarm Optimization for Discrete Combinatorial Optimization Problem, International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 1, pp. 15-25.

68. Badaruddin Muhammad, Zuwairie Ibrahim, Kamarul Hawari Ghazali, Mohd Riduwan Ghazali, Kian Sheng Lim, Sophan Wahyudi Nawawi, Nor Azlina Ab. Aziz, Marizan Mubin, and Norrima Mokhtar, Performance Evaluation of Vector Evaluated Gravitational Search Algorithms Based on ZDT Test Functions, International Journal of Simulation - Systems, Science and Technology, 2014, Vol. 15, No. 1, pp. 1-6.

2013

67. Shahriar Badsha, Norrima Mokhtar, Hamzah Arof, Yvonne Ai Lian Lim, Marizan Mubin and Zuwairie Ibrahim, Automatic Cryptosporidium and Giardia Viability Detection in Treated Water, EURASIP Journal on Image and Video Processing 2013, 2013:56 (31 October 2013)

66. Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Afnizanfaizal Abdullah, Zuwairie Ibrahim, An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes, Algorithms for Molecular Biology, 2013, Vol. 8, No. 15.

65. Zuwairie Ibrahim, Ismail Ibrahim, Zulfakar Aspar, Kamal Khalil, Sophan Wahyudi Nawawi, Muhammad Arif Abdul Rahim, Wan Khairunizam Wan Ahmad, Noise Elimination for Image Subtraction in Printed Circuit Board Defect Detection Algorithm, International Journal of Computers and Technology, 2013, Vol. 10, No. 2, pp. 1317-1329.

64. Kian Sheng Lim, Zuwairie Ibrahim, Salinda Buyamin, Anita Ahmad, Faradila Naim, Kamarul Hawari Ghazali, and Norrima Mokhtar, Improving Vector Evaluated Particle Swarm Optimisation by Incorporating Nondominated Solutions, The Scientific World Journal, 2013, Vol. 2013, pp. 1-19.

63. Andrew Adamatzky, Selim Akl, Ramon Alonso-Sanz, Wesley van Dessel, Zuwairie Ibrahim, Andrew Ilachinski, Jeff Jones, Anne V.D.M. Kayem, Genaro J. Martı´nez, Pedro de Oliveira, Mikhail Prokopenko, Theresa Schubert, Peter Sloot, Emanuele Strano and Xin-She Yang, Are motorways rational from slime mould’s point of view? International Journal of Parallel, Emergent and Distributed Systems, 2013, Vol. 28, No. 3, pp. 230-248.

2012

62. Muhammad Salihin Saealal, Amar Faiz Zainal Abidin, Asrul Adam, Nur Anis Nordin, Zulkifli Md. Yusof and Zuwairie Ibrahim, An Ant Colony System for Routing in PCB Holes Drilling Process, International Journal of Innovative Management, Information, and Production, Vol. 3, No. 1, March 2012, pp. 50-56.

61. M. Muhammad, S. Buyamin, M. N. Ahmad, S. W. Nawawi, Z. Ibrahim, Velocity Tracking Control of a Two-Wheeled Inverted Pendulum Robot: A Comparative Assessment between Partial Feedback Linearization and LQR Control Schemes, International Review on Modelling and Simulations (I.RE.MO.S.), Vol. 5, No. 2, April 2012, pp. 1038-1048.

60. Zuwairie Ibrahim, Noor Khafifah Khalid, Jameel Abdulla Ahmed Mukred, Salinda Buyamin, Zulkifli Md. Yusof, Muhammad Faiz Mohamed Saaid, N. Mokhtar and Andries P. Engelbrecht, A DNA Sequence Design for DNA Computation based on Binary Vector Evaluated Particle Swarm Optimization, International Journal of Unconventional Computing, Vol. 8, No. 5B, 2012, pp. 119-137.

59. Ismail Ibrahim, Zuwairie Ibrahim, Kamal Khalil, Musa Mohd Mokji, Syed Abdul Rahman Syed Abu Bakar, Norrima Mokhtar, and Wan Khairunizam Wan Ahmad, An Improved Defect Classification Algorithm for Six Printing Defects and Its Implementation on Real Printed Circuit Board Images, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 5A, May 2012, pp. 3239-3250.

58. Jameel A.A. Mukred, Zuwairie Ibrahim, Ismail Ibrahim, Asrul Adam, Khairunizam Wan, Zulkifli Md. Yusof, and N. Mokhtar, A Binary Particle Swarm Optimization Approach to Optimize Assembly Sequence Planning, Advance Science Letters, Vol. 13, 2012, pp. 732-738.

57. Khairunizam Wan, Azri Abdul Aziz, Shahriman Ab, Siti Khadijah Zaaba, Zuwairie Ibrahim, Zulkifli Md. Yusof, Ismail Ibrahim, Jameel Abdulla Ahmed Mukred, and N. Mokhtar, Probability Distribution od Arm Trajectory for Motion Estimation and Gesture Recognition, Advance Science Letters, Vol. 13, 2012, pp. 534-539.

56. Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Lee Wen Jau, Soon-Chuan Ong, and Junzo Watada, Recipe Generation from Small Samples: Incorporating Weighted Kernel Regression with Artificial Samples, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 10, October 2012.

55. Farhaana Yakop, Zuwairie Ibrahim, Amar Faiz Zainal Abidin, Zulkifli Md. Yusof, Mohd Saberi Mohamad, Khairunizam Wan and Junzo Watada, An Ant Colony System for Solving DNA Sequence Design Problem in DNA Computing, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 10, October 2012, pp. 7329-7339.

54. Zuwairie Ibrahim, Noor Khafifah Khalid, Salinda Buyamin, Ismail Ibrahim, Jameel Abdulla Ahmed Mukred, Zulkifli Md. Yusof, Mohd Saberi Mohamad, N. Mokhtar, Muhammad Faiz Mohamed Saaid, and Andries Engelbrecht, DNA Sequence Design for DNA Computation based on Binary Particle Swarm Optimization, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 5(B), May 2012, pp. 3441-3450.

53. Asrul Adam, Mohd Ibrahim Shapiai, Lim Chun Chew, Zuwairie Ibrahim, Lee Wen Jau, Marzuki Khalid and Junzo Watada, A Two-Step Supervised Learning Artificial Neural Network for Imbalanced Dataset Problems, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 5(A), May 2012, pp. 3163-3172.

52. Ismail Ibrahim, Syed Abdul Rahman Syed Abu Bakar, Musa Mohd Mokji, Jameel Abdulla Ahmed Mukred, Zulkifli Md. Yusof, Zuwairie Ibrahim, Kamal Khalil, and Mohd Saberi Mohamad, A PRINTED CIRCUIT BOARD INSPECTION SYSTEM WITH DEFECT CLASSIFICATION CAPABILITY, International Journal of Innovative Management, Information and Production, Vol. 3, No. 1, March 2012, pp. 82-87.

51. Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Zuwairie Ibrahim, Selecting a Small Subset of Informative Genes from Gene Expression Data by Using a Modified Binary Particle Swarm Optimisation, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 6, June 2012, pp. 4285-4297.

50. A. M. Yazdani, S. Buyamin, S. Mahmoudzadeh, Z. Ibrahim and M. F. Rahmat, Brain Emotional Learning based Intelligent Controller for Stepper Motor Trajectory Tracking, International Journal of Physical Sciences, Vol. 7(15), April 2012, pp. 2364-2386.

49. Mohammad Javad Maghsoudi, Zuwairie Ibrahim, Salinda Buyamin, Mohd Fua'ad Rahmat, Data Clustering for DNA Computing Readout Method Implemented on LightCycler and based on Particle Swarm Optimization, The Arabian Journal for Science and Engineering, Vol. 37, pp. 697-707.

48. Kohbalan Moorthy, Mohd Saberi Mohamad, Safaai Deris and Zuwairie Ibrahim, MULTIVARIATE ANALYSIS OF GENE EXPRESSION DATA AND MISSING VALUE IMPUTATION BASED ON LLSIMPUTE ALGORITHM, ICIC Express Letters, Vol. 6, No. 5, May 2012, pp. 1335-1339.

47. Chin Hui Shi, Mohd Saberi Mohamad, Safaai Deris and Zuwairie Ibrahim, A PATHWAY-BASED APPROACH FOR ANALYZING MICROARRAY DATA USING RANDOM FORESTS, ICIC Express Letters, Vol. 6, No. 5, May 2012, pp. 1253-1257.

46. Muhammad Faiz Misman, Mohd Saberi Mohamad, Safaai Deris, Siti Zaiton Mohd Hashim, Nurdyana Leham and Zuwairie Ibrahim, A TUNING PARAMETER SELECTOR METHOD FOR THE GSVM-SCAD IN DETERMINING SIGNIFICANT GENES AND BIOLOGICAL PATHWAY, ICIC Express Letters, Vol. 6, No. 4, April 2012, pp. 851-856.

45. Zulkifli Md Yusod, Amar Faiz Zainal Abidin, Asrul Adam, Kamal Khalil, Jameel Abdulla Ahmed Mukred, Mohd Saberi Mohamad, M Khalil Hani, and Zuwairie Ibrahim, A TWO-STEP BINARY PARTICLE SWARM OPTIMIZATION APPROACH FOR ROUTING IN VLSI, ICIC Express Letters, Vol. 6, No. 3, March 2012, pp. 771-776.

44. Ismail Ibrahim, Syed Abdul Rahman Syed Abu Bakar, Musa Mohd Mokji, Kamal Khalil, Zulkifli Md Yusof, Jameel Abdulla Ahmed Mukred, Mohd Saberi Mohamad, and Zuwairie Ibrahim, AN IMAGE REGISTRATION TECHNIQUE TO ENHANCE PCB INSPECTION ALGORITHMS WITH REAL IMAGES, ICIC Express Letters, Vol. 6, No. 3, March 2012, pp. 717-722.

43. Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Shahdan Sudin, Mohd Saberi Mohamad, and Marzuki Khalid, INVESTIGATION ON DIFFERENT LEARNING TECHNIQUES FOR WEIGHTED KERNEL REGRESSION IN SOLVING SMALL SAMPLE PROBLEM, ICIC Express Letters, Vol. 6, No. 3, March 2012, pp. 705-710.

42. Fatimah Sham Ismail, Rubiyah Yusof, Marzuki Khalid, Zuwairie Ibrahim, and Hazlina Selamat, PERFORMANCE EVALUATION OF SELF ORGANIZING GENETIC ALGORITHM FOR MULTI-OBJECTIVE OPTIMIZATION PROBLEMS, ICIC Express Letters, Vol. 6, No. 1, January 2012, pp. 1-7.

41. Muhammad Faiz Mohamed Saaid, Ismail Ibrahim, Shahdan Sudin, Mohd Saberi Mohamad, Zulkifli Md. Yusof, Jameel Abdulla Ahmed Mukred, Kamal Khalil, Zuwairie Ibrahim and Junzo Watada, 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, Vol. 8, No. 3(A), March 2012, pp. 1907-1916.

40. Mohd Rahairi Rani, Hazline Selamat, Hairi Zamzuri, and Zuwairie Ibrahim, MULTI-OBJECTIVE OPTIMIZATION FOR PID CONTROLLER TUNING USING THE GLOBAL RANKING GENETIC ALGORITHM, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 1(A), January 2012, pp. 269-284.

2011

39. Zuwairie Ibrahim, Noor Khafifah Khalid, Ismail Ibrahim, Lim Kian Sheng, Salinda Buyamin, Zulkifli Md. Yusof, and Mohd Saufee Muhammad, Function Minimization in DNA Sequence Design Based on Binary Particle Swarm Optimization, Journal Teknologi D (UTM), No. 54, Jan 2011, pp. 331-342.

38. Mohd Ibrahim Shapiai, Shahdan Sudin, Kamal Khalil, Zuwairie Ibrahim and Marzuki Khalid, Investigation on Different Loss Functions for Weighted Kernel Regression in Solving Small Sample Problem, International Journal of Innovative Management, Information & Production, Vol. 2, No. 3, September 2011, pp. 85-91.

37. Zulkifli Md Yusof, Amar Faiz Zainal Abidin, Mohammad Nazry A. Salam, Kamal Khalil, Jameel Abdulla Ahmed Mukred, M. Khalil Hani, and Zuwairie Ibrahim, A Binary Particle Swarm Optimization Approach for Buffer Insertion in VLSI Routing, International Journal of Innovative Management, Information & Production, Vol. 2, No. 3, September 2011, pp. 34-39.

36. Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Lee Wen Jau, Soon-Chuan Ong, and Vladimir Pavlovic, Solving Small Sample Recipe Generation Problem with Hybrid WKRCF-PSO, International Journal on New Computer Architectures and Their Applications, Vol. 1, No. 3, pp. 833-843.

35. Ismail Ibrahim, Zuwairie Ibrahim, Kamal Khalil, Musa Mohd Mokji and Syed Abdul Rahman Syed Abu Bakar, An Algorithm for Classification of Five Types of Defects on Bare Printed Circuit Board, International Journal of Computer Sciences and Engineering Systems (IJCSES), Vol. 5, No. 3, 2011, pp. 201-208.

34. Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Lee Wen Jau, Vladimir Pavlovic and Junzo Watada, Function and Surface Approximation based on Enhanced Kernel Regression for Small Sample Sets, International Journal of Innovative Computing, Information, and Control (IJICIC), Vol. 7, Issue 10, October 2011, pp. 5947-5960.

33. Asrul Adam, Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid and Lee Wen Jau, Development of a Hybrid Artificial Neural Network – Naïve Bayes Classifier for Binary Classification Problem of Imbalanced Datasets, ICIC Express Letters, Vol. 5, No. 9(A), pp. 3171-3176, September 2011.

2010

32. Lei Ding, Junzo Watada, Lim Chun Chew, Zuwairie Ibrahim, Lee Wen Jau, and Marzuki Khalid, A SVM-RBF Method for Solving Imbalanced Data Problem, ICIC Express Letters, Vol. 4, No. 6(B), Dec. 2010, pp. 2419-2424.

31. Muhammad Faiz Mohamed Saaid, Zuwairie Ibrahim and Junzo Watada, “Automation of a DNA Computing Readout Method based on Real-Time PCR Implemented on a LightCycler System”, International Journal of Innovative Computing, Information, and Control (IJICIC), ICIC International, Vol. 6, No. 9, pp. 1-10.

2009

30. Zuwairie Ibrahim, Tri Basuki Kurniawan, Noor Khafifah Khalid, Shahdan Sudin, and Marzuki Khalid, “Implementation of Ant Colony System for DNA Sequence Optimization”, Artificial Life and Robotics, Springer-Japan, Vol. 14, pp. 293-296.

29. Zuwairie Ibrahim, Osamu Ono, and Marzuki Khalid, “Experimental Implementation of Hybrid Concentration-Controlled Direct-Proportional Length-Based DNA Computing for Numerical Optimization of the Shortest Path Problem”, International Journal of Bio-Medical Soft Computing and Human Sciences, Biomedical Fuzzy System Association, Vol. 14, No. 1, 2009, pp. 27-38.

28. Muhammad Faiz Mohamed Saaid, Zuwairie Ibrahim, Marzuki Khalid, and Nor Haniza Sarmin, “DNA Code Word Design for DNA Computing with Real-Time Polymerase Chain Reaction”, Journal of Computer Science, Science Publication, Vol. 5, No. 1, 2009, pp. 1-10.

27. Noor Khafifah Khalid, Zuwairie Ibrahim, Tri Basuki Kurniawan, Marzuki Khalid, Nor Haniza Sarmin, and Andries P. Engelbrecht, Function Minimization in DNA Sequence Design Based on Continuous Particle Swarm Optimization, Innovative Computing, Information and Control Express Letters (ICIC Express Letters), ICIC International, Vol. 3, No. 1, March 2009, pp. 27-32.

2008

26. Fong Wan Heng, Nor Haniza Sarmin, and Zuwairie Ibrahim, “Recognition of Simple Splicing Systems using SH-Automaton”, Journal of Fundamental Sciences, Vol. 4, 2008, pp. 337-342.

25. Noor Khafifah Khalid, Zuwairie Ibrahim, Tri Basuki Kurniawan, Mohamad Shukri Zainal Abidin, Marzuki Khalid, and Andries P. Engelbrecht, “DNA Sequence Optimization Based on Continuous Particle Swarm Optimization for Reliable DNA Computing and DNA Nanotechnology”, Journal of Computer Science, Science Publication, Vol. 4, No. 11, 2008, pp. 942-950.

24. Zuwairie Ibrahim, Tri Basuki Kurniawan, Marzuki Khalid, and Nor Haniza Sarmin, A DNA Sequence Design for Direct-Proportional Length-Based DNA Computing using DNASequenceGenerator, International Journal of Simulation: Systems, Science, and Technology, Vol. 9, No. 2, May 2008, pp. 65-72.

23. Noor Khafifah Khalid, Zuwairie Ibrahim, and Mohamad Shukri Zainal Abidin, An Algorithm to Group Defects on Printed Circuit Board for Automated Visual Inspection, International Journal of Simulation: Systems, Science, and Technology, Vol. 9, No. 2, May 2008, pp. 1-10.

22. Zuwairie Ibrahim, John A. Rose, Akira Suyama, and Marzuki Khalid, “Experimental Implementation and Analysis of a DNA Computing Readout Method Based on Real-Time PCR with TaqMan Probes”, Natural Computing Journal, Springer, Vol. 7, No. 2, pp. 277-286, 2008.

21. Zuwairie Ibrahim, Tri Basuki Kurniawan, Nor Haniza Sarmin, and Marzuki Khalid, “A DNA Sequence Design for Molecular Computation of Hamiltonian Path Problem with Output Visualization based on Real-Time PCR”, ELEKTRIKA, Vol. 10, No. 2, 2008

2007

20. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, and Marzuki Khalid. “Experimental Implementation of Direct-Proportional Length-Based DNA Computing for Numerical Optimization of the Shortest Path Problem”, International Journal of Unconventional Computing, Old City Publishin, Vol. 3, pp. 15-34, 2007.

2006

19. Zuwairie Ibrahim, Yusei Tsuboi, and Osamu Ono, “Hybridization-ligation versus Parallel Overlap Assembly: An Experimental Comparison of Initial Pool Generation for Direct-Proportional Length-Based DNA Computing”, IEEE Transactions on NanoBioscience, Vol. 5, No. 2, June 2006, pp. 103-109.

18. Zuwairie Ibrahim, Yusei Tsuboi, and Osamu Ono, “Implementation of k-shortest Paths Computation on a Molecular Computer via Hybridization-Ligation and Parallel Overlap Assembly”, International Journal of Innovative Computing, Information and Control (IJICIC), ICIC International, Vol. 2, No. 1, February 2006, pp. 1-7 (ISSN 1349-4198)

17. Yusei Tsuboi, Zuwairie Ibrahim, and Osamu Ono, “Experimental Construction of Semantic Model by Using DNA Computing”, Journal of Advanced Computational Intelligence and Intelligent Informatics, Fuji Technology Press, Vol. 10, No. 12, January 2006, pp. 77-83

16. Mohd Saufee Muhammad, Zuwairie Ibrahim, Osamu Ono, and Marzuki Khalid, “Application of Length-Based DNA Computing for Complex Scheduling Problem”, International Journal of Information Technology, Vol. 12, No. 3, 2006, pp. 100-110.

15. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, Marzuki Khalid. “Unconstraint Assignment Problem: A Molecular Computing Approach”, International Arab Journal of Information Technology, Zarqa Private University, Vol. 3, No. 2, pp. 183-188, April 2006

2005

14. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, and Marzuki Khalid, “In vitro implementation of k-shortest paths computation with graduated PCR”, International Journal of Computational Intelligence Research, Vol. 1, No. 2, pp. 127-137, 2005.

13. Yusei Tsuboi, Zuwairie Ibrahim, Osamu Ono. “Designing and Development of DNA-Based Semantic Knowledge Model for Inference System by Using Parallel Overlap Assembly”, GESTS International Transaction on Computer Science and Engineering, Sunjin Publishing Co., Vol. 14, No. 1, pp. 35-44, July 2005

12. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, Marzuki Khalid. “DNA Computing Towards Dijkstra's Algorithm”, GESTS International Transaction on Computer Science and Engineering, Sunjin Publishing Co., Vol. 3, No. 1, pp. 13-24, April 2005

11. Yusei Tsuboi, Zuwairie Ibrahim, Osamu Ono. “DNA-Based Semantic Memory with Linear Strands”, International Journal of Innovative Computing, Information, and Control, ICIC International, Vol. 1, No. 4, pp. 755-766, December 2005 (ISSN 1349-4198)

10. Zuwairie Ibrahim, Yusei Tsuboi, Mohd Saufee Muhammad, Osamu Ono, Marzuki Khalid. “Parallel Overlap Assembly for Initial Pool Generation of Direct-Proportional Length-Based DNA Computing”, International Journal of Innovative Computing, Information, and Control (IJICIC), ICIC International, Vol. 1, No. 2, pp. 261-275, June 2005.

9. Yusei Tsuboi, Zuwairie Ibrahim, Osamu Ono. “DNA Computing Approach to Semantic Knowledge Representation”, International Journal of Hybrid Intelligent Systems, IOS Press, Vol. 2, No. 1, pp. 1-12, January 2005.

8. Yusei Tsuboi, Zuwairie Ibrahim, Osamu Ono. “DNA Computing Approach to Semantic Model”, International Journal of Computer Science and Applications. Technomathematics Research Foundation, Vol. 2, No. 2, pp. 118-130, 2005

7. Zuwairie Ibrahim, Syed Abdul Rahman Al-Attas. “Wavelet-Based Printed Circuit Board Inspection Algorithm”, Integrated Computer Aided Engineering, IOS Press, Vol. 12, Issue 2, pp. 201-213, 2005 (ISSN 1069-2509)

6. Yusei Tsuboi, Zuwairie Ibrahim, Osamu Ono. “Experimental Approach to Semantic Inference via DNA Computing”, Journal of the Japan Society for Simulation Technology, Japan Technical Information Service, Vol. 24, No. 4, pp. 36-41, December 2005 (in Japanese) (ISBN 0285-9947)

2004

5. Zuwairie Ibrahim, Syed Abdul Rahman Al-Attas. “Wavelet-Based Printed Circuit Board Inspection System”, International Journal of Signal Processing, ENFORMATIKA, Vol. 1, No. 1, 2004, pp. 73-79

4. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, and Marzuki Khalid. “Direct-Proportional Length-Based DNA Computing for Shortest Path Problem”, International Journal of Computer Science and Applications (IJCSA), Technomathematics Research Foundation, Vol. 1, No. 1, July 15, 2004, pp. 46-60

3. Zuwairie Ibrahim, Yusei Tsuboi, Osamu Ono, and Marzuki Khalid. “DNA Computing for an Absolute 1-Center Problem: An Evolutionary Approach”, International Journal of Computational Intelligence (IJCI), ENFORMATIKA, Vol. 1, No. 2, 2004, pp. 128-136

2002

2. Zuwairie Ibrahim, Syed Abdul Rahman Al-Attas and Zulfakar Aspar, “Coarse Resolution Defect Localization Algorithm for an Automated Visual Printed Circuit Board Inspection”, Jurnal Teknologi, No 37(D), Universiti Teknologi Malaysia, Disember 2002, pp. 79-92. ISSN 0127-9696

2001

Zuwairie Ibrahim, Syed Abdul Rahman Al-Attas, Zulfakar Aspar and Rokhamsani Ghazali, “Performance Evaluation of Wavelet-Based Algorithm for Printed Circuit Board (PCB) Inspection”, Jurnal Teknologi, No. 35(D), pp. 39 – 54, December 2001. ISSN 0127-9696