Article

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Goh, Pey Yun and Lim, Chee Peng (2024) A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach. IEEE Access. p. 1. ISSN 2169-3536

Al-Andoli, Mohammed Nasser and Sim, Kok Swee and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2023) An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection. IEEE Access, 11. pp. 76330-76346. ISSN 2169-3536

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Seera, Manjeevan and Lim, Chee Peng (2023) A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery. IEEE Access, 11. pp. 39866-39878. ISSN 2169-3536

Sim, Kok Swee and Tan, Shing Chiang and Al-Andoli, Mohammed Nasser and Seera, Manjeevan and Lim, Chee Peng (2023) A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery. IEEE Access, 11. pp. 39866-39878. ISSN 2169-3536

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Goh, Pey Yun and Lim, Chee Peng (2023) An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection. Journal of Intelligent & Fuzzy Systems, 44 (6). pp. 10477-10493. ISSN 1064-1246

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Lim, Chee Peng and Goh, Pey Yun (2022) Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification. Applied Soft Computing, 131. p. 109756. ISSN 1568-4946

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping and Lim, Chee Peng (2019) Adaptive rough radial basis function neural network with prototype outlier removal. Information Sciences, 505. pp. 127-143. ISSN 0020-0255

Sim, Kok Swee and Toa, Chean Khim and Lim, Chee Peng and Lim, Zheng You (2019) Magnetic Resonance Imaging Noise Filtering using Adaptive Polynomial-Fit Non-Local Means. ENGINEERING LETTERS, 27 (3). pp. 527-540. ISSN 1816-093X, 1816-0948

Tan, Shing Chiang and Lim, Chee Peng and Seera, Manjeevan (2018) A hybrid FAM‐CART model for online data classification. Computational Intelligence, 34 (2). pp. 562-581. ISSN 0824-7935, 1467-8640

Ting, Fung Fung and Sim, Kok Swee and Lim, Chee Peng (2018) Case-control comparison brain lesion segmentation for early infarct detection. Computerized Medical Imaging and Graphics, 69. pp. 82-95. ISSN 0895-6111

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping and Lim, Chee Peng (2016) Reducing the complexity of an adaptive radial basis function network with a histogram algorithm. Neural Computing and Applications. pp. 1-14. ISSN 0941-0643

Tan, Shing Chiang and Seera, Manjeevan and Lim, Chee Peng and Loo, Chu Kiong (2015) A hybrid FAM–CART model and its application to medical data classification. Neural Computing and Applications. ISSN 0941-0643

Tan, Shing Chiang and Lim, Chee Peng (2011) Integration of supervised ART-based neural networks with a hybrid genetic algorithm. Soft Computing, 15 (2). pp. 205-219. ISSN 1432-7643

Tan, Shing Chiang and Rao, M. V. C. and Lim, Chee Peng (2008) A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm. Soft Computing, 12 (8). pp. 765-775. ISSN 1432-7643

Tan, Shing Chiang and Rao, M.V.C. and Lim, Chee Peng (2008) Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility. Applied Soft Computing, 8 (1). pp. 543-554. ISSN 15684946

Tan, Shing Chiang and Lim, Chee Peng (2005) Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis. Soft Computing: Methodologies and Applications. pp. 179-191. ISSN 1615-3871

Book Section

Tan, Shing Chiang and Lim, Chee Peng and Watada, Junzo (2015) A parsimonious radial basis function-based neural network for data classification. In: Intelligent Decision Technology Support in Practice. Smart Innovation, Systems and Technologies (SIST,, 42 (42). Springer International Publishing, pp. 49-60. ISBN 978-3-319-21209-8

Tan, Shing Chiang and Lim, Chee Peng and Seera, Manjeeva (2014) An online transfer learning RBF neural network for cross domain data classification. In: Smart Digital Futures 2014. Frontiers in Artificial Intelligence and Applications, 262 . IOS Press, pp. 210-218. ISBN 978-1-61499-405-3

Tan, Shing Chiang and Lim, Chee Peng and Watada, Junzo (2013) A Hybrid RBF-ART Model and Its Application to Medical Data Classification. In: Intelligent Decision Technologies. Frontiers in Artificial Intelligence and Applications, 255 . IOS Press, pp. 21-30. ISBN 978-1-61499-264-6

Tan, Phit Ling and Tan, Shing Chiang and Lim, Chee Peng and Khor, Swee Eng (2011) A modified two-stage SVM-RFE model for cancer classification using microarray data. In: Neural Information Processing. Lecture Notes in Computer Science (7062). Springer Berlin Heidelberg, pp. 668-675. ISBN 978-3-642-24954-9

Conference or Workshop Item

Chang, Timothy Zhi Wei and Tan, Shing Chiang and Sim, Kok Swee and Lim, Chee Peng and Goh, Pey Yun (2023) Application of Over-Sampling Techniques and Fuzzy ARTMAP to Condition Monitoring of a Power Generation System. In: 2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA), 6-7 Mar 2023, Putrajaya, Malaysia.

Neo, Han Foon and Teo, Chuan Chin and Lim, Chee Peng (2021) Safe Internet: An Edutainment Tool for Teenagers. In: iCatse International Conference on Information Science and Applications, ICISA 2020, 16 -18 December 2020, Virtual Conference.

Yuan, Lik Xun and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng and Watada, Junzo (2017) Fuzzy ARTMAP with Binary Relevance for Multi-label Classification. In: International Conference on Intelligent Decision Technologies.

Tan, Shing Chiang and Rao, M. V. C. and Lim, Chee Peng (2007) A mutation-based evolving neural network model and its application to condition monitoring. In: 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing , 26-28 NOV 2007, Kaohsiung, TAIWAN.

Tan, Shing Chiang and Rao, M. V. C. and Lim, Chee Peng (2007) A cooperative learning model for the fuzzy ARTMAP-dynamic decay adjustment network with the genetic algorithm. In: 11th Online World Conference on Soft Computing in Industrial Applications, 18-OCT 06 SEP 2006, ELECTR NETWORK.