Aprof Chee Peng Lim
Associate Professor in Complex Systems
+61 3 522 73307
+61 3 5227 1046
Computational Intelligence, Pattern Classification, Optimization, Decision Support Systems, Medical Prognosis and Diagnosis, Fault Detection and Diagnosis
- BEng. (Electrical) (1st class honours) (University of Technology, Malaysia, 1992)
- MSc in Engineering (Control Systems) (Distinction) (University of Sheffield, UK, 1993)
- PhD (University of Sheffield, UK, 1997)
Relevant employment history:
- June 2012 - Present: Research academic, Deakin University
- Jan 1997 - May 2012: Academic staff, University of Science Malaysia
A list of the ten most significant relevant publications for the last five years:
- M. Seera, C.P. Lim, D. Ishak, H. Singh, "Fault Detection and Diagnosis of Induction Motors using Motor Current Signature Analysis and a Hybrid FMM-CART Model", IEEE Trans. on Neural Networks and Learning Systems, vol. 23, pp. 97-108, 2012.
- B.S. Ahmed, K.Z. Zamli, and C.P Lim, "Constructing a T-Way Interaction Test Suite Using the Particle Swarm Optimization Approach", International Journal of Innovative Computing, Information and Control, vol. 8, pp. 431-452, 2012.
- K.S. Yap, C.P. Lim, M.T. Au, "Improved GART Neural Network Model for Pattern Classification and Rule Extraction with Application to Power Systems", IEEE Trans. on Neural Networks, vol. 22, pp. 2310-2323, 2011.
- K.M. Tay, C.P. Lim, "A Fuzzy Inference System-Based Criterion-Referenced Assessment Model", Expert Systems with Applications, vol. 38, pp. 11129-11136, 2011.
- S.C. Neoh, N. Morad, C.P. Lim, Z. Abdul-Aziz, "A Layered Encoding Cascade Optimization Approach to Product-Mix Planning in High-Mix-Low-Volume Manufacturing", IEEE Trans. on Systems, Man, and Cybernetics (Part A: Humans and Systems), vol. 40, pp. 133-146, 2010.
- A. Quteishat, C.P. Lim, K.S. Tan, "A Modified Fuzzy Min-Max Neural Network with a Genetic Algorithm-Based Rule Extractor for Pattern Classification", IEEE Trans. on Systems, Man, and Cybernetics (Part A: Systems and Humans), vol. 40, pp. 641-650, 2010.
- C.P. Lim, S.L. Wang, K.S. Tan, J. Navarro, L.C. Jain, "Use of the Circle Segments Visualization Technique for Neural Network Feature Selection and Analysis", Neurocomputing, vol. 73, pp. 613-621, 2010.
- S.C. Neoh, N. Morad, C.P. Lim, Z. Abdul Aziz, "A GA-PSO Layered Encoding Evolutionary Approach to 0/1 Knapsack Optimization", International Journal of Innovative Computing, Information, and Control, vol. 6, pp.3489-3506, 2010.
- A. Quteishat, C.P. Lim, J. Tweedale, L.C. Jain, "A Neural Network-Based Multi-Agent Classifier System", Neurocomputing, vol. 72, pp. 1639-1647, 2009.
- K.S. Yap, C.P. Lim, I. Zainal Abidin, "A Hybrid ART-GRNN Online Learning Neural Network with a e-Insensitive Loss Function", IEEE Trans. on Neural Networks, vol. 19, pp. 1641-1646, 2008.
University recorded publications
Researcher output profile for Aprof Chee Peng Lim
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