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Research Output 2000 2019

  • 756 Citations
  • 14 h-Index
  • 31 Conference contribution
  • 27 Article
  • 2 Conference article
  • 1 Editorial
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Conference contribution
2019

Hybrid Genetic Algorithm based Fuzzy Inference System for Data Regression

Wong, S. Y., Yap, K. S. & Tan, C. H., 30 Apr 2019, Proceedings - 2018 IEEE Conference on Systems, Process and Control, ICSPC 2018. Institute of Electrical and Electronics Engineers Inc., p. 60-65 6 p. 8704148. (Proceedings - 2018 IEEE Conference on Systems, Process and Control, ICSPC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy inference
Genetic algorithms
Membership functions
Regression analysis
Transparency
2018

Classification of the harmonic load types using Multi-Layer Extreme Learning Machine

Wong, S. Y., Yap, K. S. & Li, X., 01 Jan 2018, IET Conference Publications. CP749 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP749).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Harmonic distortion
Electric power distribution
Electricity
Neural networks
2017

A new hybrid fuzzy ARTMAP and radial basis function neural network with online pruning strategy

Leow, S. Y., Wong, S. Y., Yap, K. S. & Yap, H. J., 10 Jan 2017, 2016 7th IEEE Control and System Graduate Research Colloquium, ICSGRC 2016 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 17-21 5 p. 7813294

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy ARTMAP
Radial Basis Function Neural Network
Pruning
Neural networks
Radial basis function networks
5 Citations (Scopus)

A novel hybrid method of LSSVM-GA with multiple stage optimization for electricity price forecasting

Razak, I. A. W. A., Zainal Abidin, I., Yap, K. S., Zainul Abidin, A. A., Rahman, T. K. A. & Nasir, M. N. M., 16 Jun 2017, PECON 2016 - 2016 IEEE 6th International Conference on Power and Energy, Conference Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 390-395 6 p. 7951593

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Electricity
Genetic algorithms
Decision making
Power markets
2015

Support vector machine for day ahead electricity price forecasting

Razak, I. A. B. W. A., Zainal Abidin, I., Yap, K. S., Rahman, T. K. B. A., Lada, M. Y., Ramani, A. N. B., Nasir, M. N. M. & Ahmad, A. B., 15 May 2015, International Conference on Mathematics, Engineering and Industrial Applications, ICoMEIA 2014. Ramli, M. F., Roslan, N., Junoh, A. K., Masnan, M. J. & Kharuddin, M. H. (eds.). American Institute of Physics Inc., 090021. (AIP Conference Proceedings; vol. 1660).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

electricity
forecasting
Ontario
education
operators
2014
2 Citations (Scopus)

An ELM based multi agent systems using certified belief in strength

Yaw, C. T., Yap, K. S., Yap, H. J. & Ungku Amirulddin Al Amin, U. A., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Springer Verlag, Vol. 8836. p. 458-465 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Extreme Learning Machine
Multi agent systems
Multi-agent Systems
Learning systems
Wine

Constrained–Optimization-based Bayesian posterior probability extreme learning machine for pattern classification

Wong, S. Y. & Yap, K. S., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Springer Verlag, Vol. 8836. p. 466-473 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Extreme Learning Machine
Pattern Classification
Posterior Probability
Pattern recognition
Learning systems

Preface

Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Springer Verlag, Vol. 8836. p. IV-VI (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013
5 Citations (Scopus)

Compressing and improving fuzzy rules using genetic algorithm and its application to fault detection

Yap, K. S., Wong, S. Y. & Tiong, S. K., 2013, Proceedings of 2013 IEEE 18th International Conference on Emerging Technologies and Factory Automation, ETFA 2013. 6648106

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy rules
Fault detection
Genetic algorithms
Neural networks
Redundancy
2012

Application of Fuzzy expert systems for construction labor productivity estimation

Muqeem, S., Bin Idrus, A., Khamidi, M. F., Yap, K. S. & Saqib, M., 31 Oct 2012, 2012 International Conference on Computer and Information Science, ICCIS 2012 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2012 - Conference Proceedings. p. 506-511 6 p. 6297298. (2012 International Conference on Computer and Information Science, ICCIS 2012 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2012 - Conference Proceedings; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy Expert System
Expert systems
Productivity
Personnel
Mean square error
1 Citation (Scopus)

MOSELM approach for Voltage Stability Indicator using phasor measurement units

Zainal Abidin, I., Yap, K. S., Saadun, N., Abdullah, S. K. S. & Mohd Sarmin, M. K. N., 01 Dec 2012, PECon 2012 - 2012 IEEE International Conference on Power and Energy. p. 510-514 5 p. 6450267. (PECon 2012 - 2012 IEEE International Conference on Power and Energy).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phasor measurement units
Kalman filters
Voltage control
Learning systems
Tuning
2011
2 Citations (Scopus)

A new multi agent system based on online sequential extreme learning machines and Bayesian Formalism

Yap, K. S., 11 Jul 2011, 2011 International Conference on Networking, Sensing and Control, ICNSC 2011. p. 74-79 6 p. 5874946. (2011 International Conference on Networking, Sensing and Control, ICNSC 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi agent systems
Learning systems
Pattern recognition
Decision making
Neural networks
1 Citation (Scopus)

Feature extraction method and neural network pattern recognition on time-resolved partial discharge signals

Tho, N. T. N., Kumar Chakrabarty, C., Yap, K. S. & Ghani, A. B. A., 2011, 2011 IEEE Conference on Open Systems, ICOS 2011. p. 243-246 4 p. 6079231

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partial discharges
Pattern recognition
Feature extraction
Magnetic sensors
Neural networks
2 Citations (Scopus)

FPGA implementation of neural network classifier for partial discharge time resolved data from magnetic probe

Nguyen, T. N. T., Kumar Chakrabarty, C., Ahmad, B. A. G. & Yap, K. S., 2011, APAP 2011 - Proceedings: 2011 International Conference on Advanced Power System Automation and Protection. Vol. 1. p. 451-455 5 p. 6180444

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partial discharges
Field programmable gate arrays (FPGA)
Classifiers
Neural networks
Underground cables
3 Citations (Scopus)

Optimization of mechanical input power to synchronous generator based on transient stability center-of-inertia: COI angle and COI speed

Hashim, H., Zainal Abidin, I., Yap, K. S., Musirin, I. & Zulkepali, M. R., 2011, 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts. p. 249-254 6 p. 5970450

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Synchronous generators
Evolutionary algorithms
Electric circuit breakers
Turbines
Rotors
2010

Fault detection and diagnosis using an art-based neural network

Yap, K. S., Au, M. T., Lim, C. P. & Saleh, J. M., 20 Jul 2010, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010. p. 118-125 8 p. (Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fault detection
Failure analysis
Neural networks
Circuit theory
Medical applications
5 Citations (Scopus)

Lightning forecasting using ANN-BP & radiosonde

Leong, Y. W., Omar, J., Yap, K. S., Khaleel Ahmed, S., Zainal Abidin, I. & Abdullah, N., 2010, 2010 International Conference on Intelligent Computing and Cognitive Informatics, ICICCI 2010. p. 152-155 4 p. 5566013

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiosondes
Lightning
Neural networks
Engines
Airports
21 Citations (Scopus)

NTL detection of electricity theft and abnormalities for large power consumers in TNB malaysia

Nagi, J., Yap, K. S., Nagi, F., Tiong, S. K., Koh, J. S. P. & Khaleel Ahmed, S., 2010, Proceeding, 2010 IEEE Student Conference on Research and Development - Engineering: Innovation and Beyond, SCOReD 2010. p. 202-206 5 p. 5704002

Research output: Chapter in Book/Report/Conference proceedingConference contribution

larceny
electricity
Malaysia
Electricity
customer

The effect of delays on the performance of Layer Recurrent Network

Li, T. C., Nordin, F. H. & Yap, K. S., 2010, Proceedings - CSPA 2010: 2010 6th International Colloquium on Signal Processing and Its Applications. 5545274

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Network performance
Experiments

Viability of using ANN-BP on a handheld device

Leong, Y. W., Omar, J., Yap, K. S., Zainal Abidin, I. & Khaleel Ahmed, S., 29 Oct 2010, 2010 International Conference on Intelligent Computing and Cognitive Informatics, ICICCI 2010. p. 149-151 3 p. 5566012

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Backpropagation
Neural networks
Processing
2009
4 Citations (Scopus)

Improvement of ANN-BP by data pre-segregation using SOM

Leong, Y. W., Omar, J., Yap, K. S., Zainal Abidin, I. & Khaleel Ahmed, S., 01 Dec 2009, 2009 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA 2009. p. 175-178 4 p. 5069941. (2009 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self organizing maps
Medical problems
Backpropagation
Neural networks
Artificial intelligence
2008
87 Citations (Scopus)

Detection of abnormalities and electricity theft using genetic support vector machines

Nagi, J., Yap, K. S., Tiong, S. K., Khaleel Ahmed, S. & Mohammad, A. M., 2008, 2008 IEEE Region 10 Conference, TENCON 2008. 4766403

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Electricity
Genetic algorithms
Electric utilities
Genes
3 Citations (Scopus)

Dual-tone multifrequency signal detection using support vector machines

Nagi, J., Tiong, S. K., Yap, K. S. & Khaleel Ahmed, S., 01 Dec 2008, Proceedings of IEEE 2008 6th National Conference on Telecommunication Technologies and IEEE 2008 2nd Malaysia Conference on Photonics, NCTT-MCP 2008. p. 350-355 6 p. 4814301

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal detection
Support vector machines
Telecommunication equipment
Power spectrum
Discrete Fourier transforms
1 Citation (Scopus)

Intelligent detection of DTMF tones using a hybrid signal processing technique with support vector machines

Nagi, J., Yap, K. S., Tiong, S. K., Khaleel Ahmed, S. & Nagi, F., 12 Dec 2008, Proceedings - International Symposium on Information Technology 2008, ITSim. 4631887. (Proceedings - International Symposium on Information Technology 2008, ITSim; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telecommunication equipment
Signal detection
FIR filters
Power spectrum
Bandpass filters

Lightning prediction using radiosonde data

Leong, Y. W., Omar, J., Yap, K. S., Zainal Abidin, I. & Khaleel Ahmed, S., 01 Dec 2008, Proceedings of the 4th IASTED Asian Conference on Power and Energy Systems, AsiaPES 2008. p. 78-81 4 p. (Proceedings of the 4th IASTED Asian Conference on Power and Energy Systems, AsiaPES 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiosondes
Lightning
Backpropagation
Airports
Neural networks
61 Citations (Scopus)

Non-technical loss analysis for detection of electricity theft using support vector machines

Nagi, J., Mohammad, A. M., Yap, K. S., Tiong, S. K. & Khaleel Ahmed, S., 01 Dec 2008, PECon 2008 - 2008 IEEE 2nd International Power and Energy Conference. p. 907-912 6 p. 4762604. (PECon 2008 - 2008 IEEE 2nd International Power and Energy Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Electricity
Electric utilities
Data mining
Feature extraction
1 Citation (Scopus)

Short term power load forecasting using a modified generalized regression neural network

Yap, K. S. & Lim, C. P., 01 Dec 2008, Proceedings of the 4th IASTED Asian Conference on Power and Energy Systems, AsiaPES 2008. p. 180-184 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Industry
Electricity
Experiments
2007
8 Citations (Scopus)

Abnormalities and fraud electric meter detection using hybrid support vector machine & genetic algorithm

Yap, K. S., Zainal Abidin, I., Ahmad, A. R., Hussien, Z. F., Pok, H. L., Ismail, F. I. & Mohamad, A. M., 01 Dec 2007, Proceedings of the 3rd IASTED International Conference on Advances in Computer Science and Technology, ACST 2007. p. 388-392 5 p. (Proceedings of the 3rd IASTED International Conference on Advances in Computer Science and Technology, ACST 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric measuring instruments
Support vector machines
Genetic algorithms
Electricity
Intelligent systems
2006
5 Citations (Scopus)

Short term load forecasting using a hybrid neural network

Yap, K. S., Zainal Abidin, I., Lim, C. P. & Shah, M. S., 01 Dec 2006, First International Power and Energy Conference, (PECon 2006) Proceedings. p. 123-128 6 p. 4154476

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Costs
Industry
2001
5 Citations (Scopus)

Building low-cost intelligent building components with Controller Area Network (CAN) bus

Hooi, T. C., Basant Singh, M. S., Yap, K. S. & Ahmad, A. R., 01 Dec 2001, IEEE Region 10 International Conference on Electrical and Electronic Technology. Tien, D., Liang, Y. C., Tien, D. & Liang, Y. C. (eds.). p. 466-468 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent buildings
Controllers
Automation
Telecommunication equipment
Bandwidth
2000
5 Citations (Scopus)

Design of an automated data entry system for hand-filled forms

Ning, L. W., Yap, K. S., Khalid, M. & Yusof, R., 2000, IEEE Region 10 Annual International Conference, Proceedings/TENCON. Vol. 1.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data acquisition
Artificial intelligence
Robotics
Image processing
Neural networks