Shing Chiang Tan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 54

Top Topics

Top Venues

J. Intell. Fuzzy Syst.

J. Vis. Commun. Image Represent.

Publications

Lawrence Chuin Ming Liaw, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim
Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP. Neural Comput. Appl. 36 (22) (2024)
Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Pey Yun Goh, Chee Peng Lim
A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach. IEEE Access 12 (2024)
Koon-Ming Chan, Swee-Huay Heng, Syh-Yuan Tan, Shing Chiang Tan
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 (2024)
Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Manjeevan Seera, Chee Peng Lim
A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery. IEEE Access 11 (2023)
Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Pey Yun Goh, Chee Peng Lim
An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection. J. Intell. Fuzzy Syst. 44 (6) (2023)
Mohammed Nasser Al-Andoli, Kok-Swee Sim, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim
An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection. IEEE Access 11 (2023)
Grace Yee Lin Ng, Kim Loon Ang, Shing Chiang Tan, Chia Sui Ong, Yun Fong Ngeow
Optimization of MLVA loci combination using metaheuristic methods. J. Intell. Fuzzy Syst. 45 (6) (2023)
Grace Yee Lin Ng, Chia Sui Ong, Shing Chiang Tan
A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data. ICCBB (2023)
Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Chee Peng Lim, Pey Yun Goh
Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification. Appl. Soft Comput. 131 (2022)
Mohammed Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah
Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks. Appl. Intell. 52 (3) (2022)
Koon-Ming Chan, Swee-Huay Heng, Wei-Chuen Yau, Shing Chiang Tan
Trapdoor Privacy in Public Key Encryption With Keyword Search: A Review. IEEE Access 10 (2022)
Mohammed Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah
Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks. Inf. Sci. 600 (2022)
Zheng You Lim, Kok-Swee Sim, Shing Chiang Tan
Metric Learning Based Convolutional Neural Network for Left-Right Brain Dominance Classification. IEEE Access 9 (2021)
Mohammed Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan
Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms. J. Intell. Fuzzy Syst. 40 (3) (2021)
Hue Yee Chong, Shing Chiang Tan, Hwa Jen Yap
Hybridization of harmonic search algorithm in training radial basis function with dynamic decay adjustment for condition monitoring. Soft Comput. 25 (15) (2021)
Chean Khim Toa, Kok-Swee Sim, Shing Chiang Tan
Electroencephalogram-Based Attention Level Classification Using Convolution Attention Memory Neural Network. IEEE Access 9 (2021)
Chean Khim Toa, Kok-Swee Sim, Shing Chiang Tan
Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. ICCCI (CCIS Volume) (2021)
Mohammed Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah, Sin Yin Tan
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 (2021)
Mohammed Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan
Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters. J. Ambient Intell. Humaniz. Comput. 12 (2) (2021)
Hue Yee Chong, Hwa Jen Yap, Shing Chiang Tan, Keem Siah Yap, Shen Yuong Wong
Advances of metaheuristic algorithms in training neural networks for industrial applications. Soft Comput. 25 (16) (2021)
Mahmoud Elsayed, Kok-Swee Sim, Shing Chiang Tan
A Novel Approach to Objectively Quantify the Subjective Perception of Pain Through Electroencephalogram Signal Analysis. IEEE Access 8 (2020)
Kai Liang Lew, Kok-Swee Sim, Shing Chiang Tan, Fazly Salleh Abas
3D Kinematics of Upper Limb Functional Assessment Using HTC Vive in Unreal Engine 4. ICCCI (CCIS Volume) (2020)
Junzo Watada, Arunava Roy, Bo Wang, Shing Chiang Tan, Bing Xu
An Artificial Bee Colony-Based Double Layered Neural Network Approach for Solving Quadratic Bi-Level Programming Problems. IEEE Access 8 (2020)
Fawaz Sammani, Kok-Swee Sim, Shing Chiang Tan
Encoding Rich Frequencies for Classification of Stroke Patients EEG Signals. IEEE Access 8 (2020)
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah, Chee Peng Lim
Adaptive rough radial basis function neural network with prototype outlier removal. Inf. Sci. 505 (2019)
Sin Yin Tan, Wooi Ping Cheah, Shing Chiang Tan
Integrating Deep Learning and Bayesian Reasoning. DependSys (2019)
Yit Yin Wee, Wooi Ping Cheah, Shing Chiang Tan, Kuokkwee Wee
An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems. J. Intell. Fuzzy Syst. 37 (2) (2019)
Kian-Ming Lim, Alan Wee-Chiat Tan, Chin-Poo Lee, Shing Chiang Tan
Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image. Multim. Tools Appl. 78 (14) (2019)
Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Temporal Sleuth Machine with decision tree for temporal classification. Soft Comput. 22 (24) (2018)
Manjeevan Seera, Chee Peng Lim, Shing Chiang Tan
A hybrid FAM-CART model for online data classification. Comput. Intell. 34 (2) (2018)
Shing Chiang Tan, Shuming Wang, Junzo Watada
A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Inf. Sci. 427 (2018)
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram. ICONIP (2) (2018)
Yit Yin Wee, Wooi Ping Cheah, Shih Yin Ooi, Shing Chiang Tan, Kuokkwee Wee
Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis. J. Intell. Fuzzy Syst. 35 (1) (2018)
Chong Tak Yaw, Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Ungku Anisa Ungku Amirulddin, Shing Chiang Tan
An ELM based multi-agent system and its applications to power generation. Intell. Decis. Technol. 12 (2) (2018)
Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Temporal sampling forest (TS - F): an ensemble temporal learner. Soft Comput. 21 (23) (2017)
Lik Xun Yuan, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim, Junzo Watada
Fuzzy ARTMAP with Binary Relevance for Multi-label Classification. KES-IDT (2) (2017)
Bee Yan Hiew, Shing Chiang Tan, Way-Soong Lim
A double-elimination-tournament-based competitive co-evolutionary artificial neural network classifier. Neurocomputing 249 (2017)
Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
A four dukkha state-space model for hand tracking. Neurocomputing 267 (2017)
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah, Chee Peng Lim
Reducing the complexity of an adaptive radial basis function network with a histogram algorithm. Neural Comput. Appl. 28 (S-1) (2017)
Chong Tak Yaw, Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Ungku Anisa Ungku Amirulddin, Shing Chiang Tan
An ELM based Multi-Agent System and its applications to power generation. Intell. Decis. Technol. 11 (3) (2017)
Junzo Watada, Shing Chiang Tan, Yoshiyuki Matsumoto, Pandian Vasant
Rough Set-Based Text Mining from a Large Data Repository of Experts' Diagnoses for Power Systems. KES-IDT (2) (2017)
Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
Block-based histogram of optical flow for isolated sign language recognition. J. Vis. Commun. Image Represent. 40 (2016)
Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Classifying Human Activities with Temporal Extension of Random Forest. ICONIP (4) (2016)
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set. ICONIP (3) (2016)
Shing Chiang Tan, Chee Peng Lim, Junzo Watada
A Memetic Fuzzy ARTMAP by a Grammatical Evolution Approach. KES-IDT (1) (2016)
Bee Yan Hiew, Shing Chiang Tan, Way-Soong Lim
Intra-specific competitive co-evolutionary artificial neural network for data classification. Neurocomputing 185 (2016)
Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
A feature covariance matrix with serial particle filter for isolated sign language recognition. Expert Syst. Appl. 54 (2016)
Shing Chiang Tan, Chee Peng Lim
Evolving an Adaptive Artificial Neural Network with a Gravitational Search Algorithm. KES-IDT (2015)
Shing Chiang Tan, Junzo Watada, Zuwairie Ibrahim, Marzuki Khalid
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects. IEEE Trans. Neural Networks Learn. Syst. 26 (5) (2015)
Yit Yin Wee, Wooi Ping Cheah, Shing Chiang Tan, Kuokkwee Wee
A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map. Expert Syst. Appl. 42 (1) (2015)
Manjeevan Seera, Chee Peng Lim, Shing Chiang Tan, Chu Kiong Loo
A hybrid FAM-CART model and its application to medical data classification. Neural Comput. Appl. 26 (8) (2015)
Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Shing Chiang Tan
A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification. Neural Process. Lett. 42 (3) (2015)
Sheng Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Shing Chiang Tan, Siow-Wee Chang
On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation. IEEE Trans. Neural Networks Learn. Syst. 26 (7) (2015)
Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
Gait recognition with Transient Binary Patterns. J. Vis. Commun. Image Represent. 33 (2015)
Shing Chiang Tan, Chee Peng Lim, Manjeevan Seera
An Online Transfer Learning RBF Neural Network for Cross Domain Data Classification. IDT/IIMSS/STET (2014)
Zhigang Xiong, Junzo Watada, Zhenyuan Xu, Bo Wang, Shing Chiang Tan
An Extended Fuzzy-kNN Approach to Solving Class-imbalanced Problems. IDT/IIMSS/STET (2014)
Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Temporal Decision Tree and Interpretable Temporal Rules: J48 and Fuzzy Cognitive Maps Approach. Aust. J. Intell. Inf. Process. Syst. 14 (1) (2014)
Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Anomaly Based Intrusion Detection through Temporal Classification. ICONIP (3) (2014)
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
A Nodes Reduction Procedure for RBFNDDA through Histogram. ICONIP (1) (2014)
Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
Time-sliced averaged motion history image for gait recognition. J. Vis. Commun. Image Represent. 25 (5) (2014)
Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
Gait probability image: An information-theoretic model of gait representation. J. Vis. Commun. Image Represent. 25 (6) (2014)
Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
Gait recognition via optimally interpolated deformable contours. Pattern Recognit. Lett. 34 (6) (2013)
Shing Chiang Tan, Zuwairie Ibrahim, Wen Jau Lee, Junzo Watada, Marzuki Khalid, Lim Chun Chew
Learning with imbalanced datasets using fuzzy ARTMAP-based neural network models. FUZZ-IEEE (2011)
Shing Chiang Tan, Chee Peng Lim
Integration of supervised ART-based neural networks with a hybrid genetic algorithm. Soft Comput. 15 (2) (2011)
Shing Chiang Tan, Chee Peng Lim
Fuzzy ARTMAP and hybrid evolutionary programming for pattern classification. J. Intell. Fuzzy Syst. 22 (2-3) (2011)
Phit Ling Tan, Shing Chiang Tan, Chee Peng Lim, Swee Eng Khor
A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data. ICONIP (1) (2011)
Shing Chiang Tan, Chee Peng Lim
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis. Neural Process. Lett. 31 (3) (2010)
Shing Chiang Tan, Chee Peng Lim, Kay Sin Tan, Jose C. Navarro
An Evolutionary Artificial Neural Network for Medical Pattern Classification. ICONIP (2) (2009)
Shing Chiang Tan, Chee Peng Lim
Improving the Performance of Fuzzy ARTMAP with Hybrid Evolutionary Programming: An Experimental Study. ICONIP (2) (2009)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
An online pruning strategy for supervised ARTMAP-based neural networks. Neural Comput. Appl. 18 (4) (2009)
Chin Loo, Shing Chiang Tan, Chee Peng Lim
Fuzzy ARTMAP and a Hybrid Chaos Genetic Algorithm for Medical Pattern Classification. Aust. J. Intell. Inf. Process. Syst. 10 (4) (2009)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm. Soft Comput. 12 (8) (2008)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility. Appl. Soft Comput. 8 (1) (2008)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
A Mutation-Based Evolving Neural Network Model and Its Application to Condition Monitoring. IIH-MSP (2007)
Shing Chiang Tan, Chee Peng Lim, M. V. C. Rao
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis. Eng. Appl. Artif. Intell. 20 (2) (2007)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment. Neurocomputing 69 (16-18) (2006)
Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
An Adaptive Fuzzy Min-Max Conflict-Resolving Classifier. WSC (2004)