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

Lew, Kai Liang and Kew, Chung Yang and Sim, Kok Swee and Tan, Shing Chiang (2024) Adaptive Gaussian Wiener Filter for CT-Scan Images with Gaussian Noise Variance. Journal of Informatics and Web Engineering, 3 (1). pp. 169-181. ISSN 2821-370X

Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2024) Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP. Neural Computing and Applications. ISSN 0941-0643

Chan, Koon Ming and Heng, Swee Huay and Tan, Syh Yuan and Tan, Shing Chiang (2024) Comment on “Expressive Public-Key Encryption With Keyword Search: Generic Construction From KP-ABE and an Efficient Scheme Over Prime-Order Groups”. IEEE Access, 12. pp. 91551-91555. ISSN 2169-3536

Mahmoud, Elsayed and Sim, Kok Swee and Tan, Shing Chiang (2023) The Pain Signals: A Systematic Review on the Electroencephalogram of the Nociceptive Pain. Engineering Letters, 31 (4). pp. 1759-1769. ISSN 1816-093X

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

Sim, Kok Swee and Lim, Choon Chen and Tan, Shing Chiang and Toa, Chean Khim (2023) Deep Convolutional Neural Network for SEM Image Noise Variance Classification. Engineering Letters, 31 (1). pp. 328-337. ISSN 1816-093X

Ng, Grace Yee Lin and Tan, Shing Chiang and Ong, Chia Sui (2023) On the use of QDE-SVM for gene feature selection and cell type classification from scRNA-seq data. PLOS ONE, 18 (10). e0292961. ISSN 1932-6203

Ng, Grace Yee Lin and Ang, Kim Loon and Tan, Shing Chiang and Ong, Chia Sui and Ngeow, Yun Fong (2023) Optimization of MLVA loci combination using metaheuristic methods. Journal of Intelligent & Fuzzy Systems, 45 (6). pp. 12123-12142. ISSN 1064-1246

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

Lew, Kai Ling and Sim, Kok Swee and Tan, Shing Chiang and Abas, Fazly Salleh (2022) Biofeedback Upper Limb Assessment Using Electroencephalogram, Electromyographic and Electrocardiographic with Machine Learning in Signal Classification. Engineering Letters, 30 (3). pp. 935-947. ISSN 1816-093X, 1816-0948

How, Jun Jie and Tan, Shing Chiang and Liew, Kim Soon (2022) Masked Face Recognition Attendance System Using A Modified Convolutional Neural Network. International Journal on Robotics, Automation and Sciences, 4. pp. 23-29. ISSN 2682-860X

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

Al-Andoli, Mohammed and Tan, Shing Chiang and Cheah, Wooi Ping (2022) Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks. Applied Intelligence, 52 (3). pp. 3366-3386. ISSN 0924-669X

Chan, Koon Ming and Heng, Swee Huay and Yau, Wei Chuen and Tan, Shing Chiang (2022) Trapdoor Privacy in Public Key Encryption with Keyword Search: A Review. IEEE Access. p. 1. ISSN 2169-3536

Lim, Zheng You and Sim, Kok Swee and Tan, Shing Chiang (2021) Metric Learning Based Convolutional Neural Network for Left-Right Brain Dominance Classification. IEEE Access, 9. pp. 120551-120566. ISSN 2169-3536

Lim, Choon Chen and Sim, Kok Swee and Tan, Shing Chiang (2021) Assessment of stroke severity level using EMG, EEG and ECG for virtual rehabilitation. Engineering Letters, 29 (2). pp. 1-14. ISSN 2193-567X

Chong, Hue Yee and Yap, Hwa Jen and Tan, Shing Chiang and Yap, Keem Siah and Wong, Shen Yuong (2021) Advances of metaheuristic algorithms in training neural networks for industrial applications. Soft Computing. pp. 1-25. ISSN 1432-7643

Toa, Chean Khim and Sim, Kok Swee and Tan, Shing Chiang (2021) Electroencephalogram-Based Attention Level Classification Using Convolution Attention Memory Neural Network. IEEE Access, 9. pp. 58870-58881. ISSN 2169-3536

Al-Andoli, Mohammed and Cheah, Wooi Ping and Tan, Shing Chiang (2021) Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms. Journal of Intelligent & Fuzzy Systems, 40 (3). pp. 4517-4533. ISSN 1064-1246

Chua, Karen and Lim, Zheng You and Sim, Kok Swee and Tan, Shing Chiang (2021) Development of Brain Balancing System for Left and Right Hemispheres. International Journal on Robotics, Automation and Sciences, 3. pp. 1-7. ISSN 2682-860X

Chong, Hue Yee and Tan, Shing Chiang and Yap, Hwa Jen (2021) Hybridization of harmonic search algorithm in training radial basis function with dynamic decay adjustment for condition monitoring. Soft Computing, 25. pp. 1-15. ISSN 1432-7643

Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Cheah, Wooi Ping and Tan, Sin Yin (2021) A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms. IEEE Access, 9. pp. 96501-96527. ISSN 2169-3536

Lew, Kai Liang and Sim, Kok Swee and Tan, Shing Chiang and Abas, Fazly Salleh (2021) Virtual reality post stroke upper limb assessment using unreal engine 4. Engineering Letters, 29 (4). pp. 1511-1523. ISSN 2193-567X

Watada, Junzo and Tan, Shing Chiang and Wang, Bo and Roy, Arunava and Xu, Bing (2020) An Artificial Bee Colony-Based Double Layered Neural Network Approach for Solving Quadratic Bi-Level Programming Problems. IEEE Access, 8. pp. 21549-21564. ISSN 2169-3536

Al Andoli, Mohammed and Cheah, Wooi Ping and Tan, Shing Chiang (2020) Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters. Journal of Ambient Intelligence and Humanized Computing (2020). pp. 1-19. ISSN 1868-5137, 1868-5145

Samani, Fawaz and Sim, Kok Swee and Tan, Shing Chiang (2020) Encoding Rich Frequencies for Classification of Stroke Patients EEG Signals. IEEE Access, 8. pp. 135811-135820. ISSN 2169-3536

Sim, Kok Swee and Elsayed, Mahmoud and Tan, Shing Chiang (2020) A Novel Approach to Objectively Quantify the Subjective Perception of Pain Through Electroencephalogram Signal Analysis. IEEE Access, 8. pp. 199920-199930. ISSN 2169-3536

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

Lee, Tian Soon and Loong, Y. T. and Tan, Shing Chiang (2019) A hybrid genetic-gravitational search algorithm for a multi-objective flow shop scheduling problem. International Journal of Industrial Engineering Computations, 10 (3). pp. 331-348. ISSN 1923-2934

Lee, Chin Poo and Tan, Shing Chiang and Lim, Kian Ming and Tan, Alan Wee Chiat (2019) Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image. Multimedia Tools and Applications. pp. 1-28. ISSN 1380-7501

Wee, Yit Yin and Cheah, Wooi Ping and Tan, Shing Chiang and Wee, Kuok Kwee (2019) An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems. Journal of Intelligent & Fuzzy Systems, 37 (2). pp. 1905-1920. ISSN 10641246

Wee, Yit Yin and Cheah, Wooi Ping and Ooi, Shih Yin and Tan, Shing Chiang (2018) Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis. Journal of Intelligent & Fuzzy Systems, 35 (1). pp. 111-122. ISSN 1064-1246

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

Tan, Shing Chiang and Wang, Shuming and Watada, Junzo (2018) A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Information Sciences, 427. pp. 1-17. ISSN 0020-0255

Yaw, Chong Tak and Wong, Shen Yuong and Yap, Keem Siah and Yap, Hwa Jen and Ungku Amirulddin, Ungku Anisa and Tan, Shing Chiang (2018) An ELM based multi-agent system and its applications to power generation. Intelligent Decision Technologies, 12 (2). pp. 163-171. ISSN 1872-4981

Ooi, Shih Yin and Cheah, Wooi Ping and Tan, Shing Chiang (2018) Temporal Sleuth Machine with decision tree for temporal classification. Soft Computing, 20 (24). pp. 8077-8095. ISSN 1432-7643

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2017) Temporal sampling forest (TS-F): an ensemble temporal learner. Soft Computing: Methodologies and Applications, 21 (23). pp. 7039-7052. ISSN 1615-3871

Hiew, Bee Yan and Tan, Shing Chiang and Lim, Way Soong (2017) A double-elimination-tournament-based competitive co-evolutionary artificial neural network classifier. Neurocomputing, 249. pp. 345-356. ISSN 0925-2312

Tan, Shing Chiang and Matsumoto, Yoshiyuki and Vasant, Pandian and Junzo, Watada (2017) Rough Set-Based Text Mining from a Large Data Repository of Experts’ Diagnoses for Power Systems. International Conference on Intelligent Decision Technologies, 73 (2). pp. 136-144. ISSN 21903018

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2017) Temporal sampling forest (TS-FTS-F): an ensemble temporal learner. Soft Computing, 21 (23). pp. 7039-7052. ISSN 1432-7643

Lim, Kian Ming and Tan, Alan W. C. and Tan, Shing Chiang (2017) A four dukkha state-space model for hand tracking. Neurocomputing, 267. pp. 311-319. ISSN 0925-2312

Lim, Kian Ming and Tan, Alan Wee Chiat and Tan, Shing Chiang (2016) Block-based histogram of optical flow for isolated sign language recognition. Journal of Visual Communication and Image Representation, 40 (B). pp. 538-545. ISSN 1047-3203

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

Lim, Kian Ming and Tan, Alan Wee Chiat and Tan, Shing Chiang (2016) A feature covariance matrix with serial particle filter for isolated sign language recognition. Expert Systems with Applications, 54. pp. 208-218. ISSN 0957-4174

Hiew, Bee Yan and Tan, Shing Chiang and Lim, Way Soong (2016) Intra-specific competitive co-evolutionary artificial neural network for data classification. Neurocomputing, 185. pp. 220-230. ISSN 0925-2312

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping (2016) Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set. Lecture Notes in Computer Science, 9949. pp. 434-441. ISSN 0302-9743

Tan, Shing Chiang and Watada, Junzo and Ibrahim, Zuwairie and Khalid, Marzuki (2015) Evolutionary fuzzy ARTMAP neural networks for classification of semiconductor defects. IEEE Transactions on Neural Networks and Learning Systems, 26 (5). pp. 933-950. ISSN 2162-237X

Tan, Shing Chiang (2015) A hybrid FAM–CART model and its application to medical data classification. Neural Computing and Applications. 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

Wee, Yit Yin and Cheah, Wooi Ping and Tan, Shing Chiang and Wee, Kuok Kwee (2015) A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map. Expert Systems with Applications, 42 (1). pp. 468-487. ISSN 0957-4174

Lee, Chin Poo and Tan, Shing Chiang and Tan, Alan Wee Chiat (2014) Gait probability image: An information-theoretic model of gait representation. Journal of Visual Communication and Image Representation, 25 (6). pp. 1489-1492. ISSN 1047-3203

Tan, Shing Chiang and Yap, Keem Siah and Yap, Hwa jen and Wong, Shen Yuong (2014) A truly online learning algorithm using hybrid fuzzy ARTMAP and online extreme learning machine for pattern classification. Neural Processing Letters. ISSN 1370-4621

Lee, Chin Poo and Tan, Shing Chiang and Tan, Alan W. C. (2014) Time-sliced averaged motion history image for gait recognition. Journal of Visual Communication and Image Representation, 25 (5). pp. 822-826. ISSN 1047-3203

Tan, Shing Chiang and Mahadhir, Khairul Azmi and Low, Cheng Yee and Dumitrescu, Roman and Tan Mohd Amin, Adam and Jaffar, Ahmed (2014) Terrain Classification for Track-driven Agricultural Robots. Procedia Technology, 15. pp. 776-783. ISSN 2212-0173

Lee, Chin Poo and Tan, Alan W.C. and Tan, Shing Chiang (2013) Gait recognition via optimally interpolated deformable contours. Pattern Recognition Letters, 34 (6). pp. 663-669. ISSN 01678655

Lee, Chin-Poo and Tan, Alan W. C. and Tan, Shing Chiang (2013) Gait recognition via optimally interpolated deformable contours. Pattern Recognition Letters, 34 (6). pp. 663-669. ISSN 0167-8655

Abdul Razak, Siti Fatimah and Tan, Shing Chiang and Lim, Way Soong (2013) A decision model for insurance advisors: A case study. Procedia Technology, 11. pp. 4-10. ISSN 2212-0173

Wee, Yit Yin and Cheah, Wooi Ping and Tan, Shing Chiang and Wee, Kuok Kwee (2012) Reasoning with cause and effect in intrusion detection. International Journal of Computer and Electrical Engineering, 4 (5). pp. 641-646. ISSN 1793-8163

Wee, Yit Yin and Cheah, Wooi Ping and Tan, Shing Chiang and Wee, Kuok Kwee (2011) Causal discovery and reasoning for intrusion detection using Bayesian network. International Journal of Machine Learning and Computing, 1 (2). pp. 185-192. ISSN 2010-3700

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 Abbou, F. M. and Ewe, Hong Tat (2007) Packet contention resolution in slotted optical packet switch using ant-colony based algorithm. IET Communications, 1 (4). pp. 693-695. ISSN 1751-8628, 1751-8636

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

Hiew, Bee Yan and Tan, Shing Chiang and Watada, Junzo (2023) A Coevolutioanary Neural Network for Detecting Chemical Gas Sensor Drift. In: Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century. Advances in Energy Research and Development, 2 . IOS Press, pp. 219-228.

Watada, Junzo and Tan, Shing Chiang and Lin, Pei Chun and Yano, Hitoshi and Yabuuchi, Yoshiyuki and Padmanabhan, Eswaran and Jain, Lakhmi C. (2023) Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century. In: Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century. Advances in Energy Research and Development, 2 . IOS Press, i-viii. ISBN 978-1-64368-418-5 (print) | 978-1-64368-419-2 (online)

Sim, Kok Swee and Lew, Kai Liang and Abas, Fazly Salleh and Tan, Shing Chiang (2020) 3D Kinematics of Upper Limb Functional Assessment Using HTC Vive in Unreal Engine 4. In: Advances in Computational Collective Intelligence. Communications in Computer and Information Science, 1287 . Springer Science and Business Media Deutschland GmbH, Communications in Computer and Information Science, pp. 264-275. ISBN 9783030631185

Goh, Pey Yun and Tan, Shing Chiang (2020) Identifying and Removing Outlier Features Using Neighborhood Rough Set. In: Information Science and Applications. Lecture Notes in Electrical Engineering (Information Science and Applications), 621 . Springer, pp. 485-495. ISBN 9789811514647

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2016) Classifying Human Activities with Temporal Extension of Random Forest. In: Neural Information Processing. Springer Berlin Heidelberg, pp. 3-10.

Lim, Kian Ming and Tan, Kok Sean and Tan, Alan Wee Chiat and Tan, Shing Chiang and Lee, Chin Poo and Abdul Razak, Siti Fatimah (2016) Finger spelling recognition using neural network. In: 2015 IEEE Student Conference on Research and Development (SCOReD). IEEE Xplore, pp. 78-81. ISBN 978-1-4673-9572-4

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

Abdul Razak, Siti Fatimah and Tan, Shing Chiang and Lim, Way Soong (2014) Developing a rule base for recommending insurance products. In: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications. Lecture Notes in Electrical Engineering, III (291). Springer Singapore, pp. 321-326. ISBN 978-981458541-5

Tan, Shing Chiang (2014) An extended fuzzy-kNN approach to solving class-imbalanced problems. In: Smart Digital Futures 2014. Frontiers in Artificial Intelligence and Applications, 262 . IOS Press, pp. 200-209. ISBN 978-1-61499-405-3

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

Ooi, Shih Yin and Tan, Shing Chiang and Cheah, Wooi Ping (2014) Anomaly based intrusion detection through temporal classification. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, pp. 612-619. ISBN 978-3-319-12643-2

Goh, Pey Yun and Tan, Shing Chiang and Cheah, Wooi Ping (2014) A nodes reduction procedure for RBFNDDA through histogram. In: Neural Information Processing. Lecture Notes in Computer Science (8834). Springer International Publishing, pp. 127-134. ISBN 978-3-319-12636-4

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

Abdul Razak, Siti Fatimah and Tan, Shing Chiang and Lim, Way Soong (2013) A decision support tool for the Islamic insurance industry: A case study. In: Entrepreneurship Vision 2020: Innovation, Development Sustainability, and Economic Growth - Proceedings of the 20th International Business Information Management Association Conference, IBIMA 2013. International Business Information Management Association, IBIMA, pp. 663-673. ISBN 978-098214899-0

Akhlagh, Mojtaba Malek and Tan, Shing Chiang and Khak, Faiiaz (2012) Temporal data classification and rule extraction using a probabilistic decision tree. In: 2012 International Conference on Computer & Information Science (ICCIS). IEEE Xplore, pp. 346-351. ISBN 978-1-4673-1937-9

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

Ng, Grace Yee Lin and Ong, Chia Sui and Tan, Shing Chiang (2024) A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data. In: ICCBB '23: Proceedings of the 2023 7th International Conference on Computational Biology and Bioinformatics, December 2023.

Lew, Kai Liang and Sim, Kok Swee and Tan, Shing Chiang (2023) SEM Image Deep Learning Noise Level Classification. In: 2nd FET PG Engineering Colloquium Proceedings 2023, 1-31 December 2023, Multimedia University, Malaysia. (Submitted)

Toa, Chean Khim and Sim, Kok Swee and Tan, Shing Chiang (2023) Application of Mixed Reality and Electroencephalogram in Brain Attentive Level. In: 1st FET PG Engineering Colloquium Proceedings 2023, 16 June - 15 July 2023, Multimedia University, Malaysia. (Submitted)

Lew, Kai Liang and Sim, Kok Swee and Tan, Shing Chiang (2023) SEM Image Deep Learning Noise Level Classification. In: 1st FET PG Engineering Colloquium Proceedings 2023, 16 June - 15 July 2023, Multimedia University, Malaysia. (Submitted)

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.

Tan, Jun Wei and Goh, Pey Yun and Tan, Shing Chiang and Chong, Lee Ying (2023) Visual Analysis on Adversarial Images. In: 2023 2nd International Conference on Computer Technologies (ICCTech), 23-25 February 2023, Kuantan, Malaysia.

Chang, Timothy Zhi Wei and Sim, Kok Swee and Tan, Shing Chiang (2022) Adversarial Networks in Data Classification. In: 2nd FET PG Engineering Colloquium Proceedings 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Liaw, Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun (2022) Deep Neural Network with Incremental Learning for Imbalanced Data Classification. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chan, Koon Ming and Heng, Swee Huay and Tan, Shing Chiang (2022) Design And Analysis of Searchable Encryption. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chiang, Mee Li and Lau, Siong Hoe and Tan, Shing Chiang (2022) Emotion Recognition using Multimodal Approach. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Sin Yin and Tan, Shing Chiang and Tee, Connie (2022) Integrating Bayesian Reasoning and Deep Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Jun Wei and Goh, Pey Yun and Tan, Shing Chiang (2022) Rough-based Data Sanitization Model for Defending Adversarial Attack in Machine Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Kamarudin, Mizan and Ong, Chia Sui and Tan, Shing Chiang (2022) Quantum-Inspired Differential Evolution Algorithm in Probiotics Marker Genes Selection. In: 2022 10th International Conference on Information and Communication Technology (ICoICT), 2-3 August 2022, Bandung, Indonesia.

Chang, Timothy Zhi Wei and Sim, Kok Swee and Tan, Shing Chiang (2021) Adversarial Networks in Data Classification. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

Toa, Chean Khim and Sim, Kok Swee and Tan, Shing Chiang (2021) Application of Mixed Reality and Electroencephalogram in Brain Attentive Level. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

Lim, Choon Chen and Sim, Kok Swee and Tan, Shing Chiang and Yeoh, Zi Sen (2021) Determination of Muscle Power Using RMS of Electromyography for Stroke Survivors. In: iCatse International Conference on Information Science and Applications, ICISA 2020, 16 -18 December 2020, Virtual Conference.

Toa, Chean Khim and Sim, Kok Swee and Tan, Shing Chiang (2021) Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. In: 13th International Conference on Computational Collective Intelligence, ICCCI 2021, 29 Sep - 1 Oct 2021, Rhodos, Greece.

Lim, Zheng You and Sim, Kok Swee and Tan, Shing Chiang (2021) Left And Right Brain Balancing Application With EEG Neurofeedback System. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

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.

Book

Watada, Junzo and Tan, Shing Chiang and Lin, Pei Chun and Yano, Hitoshi and Yabuuchi, Yoshiyuki and Padmanabhan, Eswaran and Jain, Lakhmi C. (2023) Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century. Advances in Energy Research and Development, 2 . IOS Press. ISBN 978-1-64368-418-5 (print) | 978-1-64368-419-2 (online)

Thesis

Tan, Shing Chiang (2008) Novel Improvement Techniques To Fuzzy Artmap And Their Evolutionary Models For Pattern Classification. PhD thesis, Multimedia University.