Shing Chiang Tan

86 papers B 1C 1Misc 1Journal 62Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comprehensive Review of Cryptographic Techniques in Federated Learning for Secure Data Sharing and Applications. IEEE Access Anik Sen, Swee-Huay Heng, Shing Chiang Tan
2025	J	`jnl`	A histogram SMOTE-based sampling algorithm with incremental learning for imbalanced data classification. Inf. Sci. Lawrence Chuin Ming Liaw, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim
2025	J	`jnl`	Adaptive Contrast Enhancement With Lesion Focusing (ACELF). IEEE Access Jinger Ang, Kok Swee Sim, Shing Chiang Tan, Chee Peng Lim
2025	J	`jnl`	Efficient k-Resilient Public Key Authenticated Encryption with Keyword Search. J. Cybersecur. Priv. Koon-Ming Chan, Swee-Huay Heng, Syh-Yuan Tan, Shing Chiang Tan
2025	J	`jnl`	SEM Deep Learning Multiclass Noise Level Classification With Data Augmentation. IEEE Access Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan
2025	J	`jnl`	The Challenge of Dynamic Environments in Regard to RSSI-Based Indoor Wi-Fi Positioning - A Systematic Review. Future Internet Zi Yang Chia, Pey Yun Goh, Lee-Yeng Ong, Shing Chiang Tan
2024	J	`jnl`	A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach. IEEE Access Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok Swee Sim, Pey Yun Goh, Chee Peng Lim
2024	J	`jnl`	Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP. Neural Comput. Appl. Lawrence Chuin Ming Liaw, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim
2024	J	`jnl`	Comment on "Expressive Public-Key Encryption With Keyword Search: Generic Construction From KP-ABE and an Efficient Scheme Over Prime-Order Groups". IEEE Access Koon-Ming Chan, Swee-Huay Heng, Syh-Yuan Tan, Shing Chiang Tan
2024	C	`conf`	K-Resilient Public Key Authenticated Encryption with Keyword Search. SECRYPT Koon-Ming Chan, Swee-Huay Heng, Syh-Yuan Tan, Shing Chiang Tan
2023	—	`conf`	A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data. ICCBB Grace Yee Lin Ng, Chia Sui Ong, Shing Chiang Tan
2023	J	`jnl`	A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery. IEEE Access Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok Swee Sim, Manjeevan Seera, Chee Peng Lim
2023	J	`jnl`	An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection. IEEE Access Mohammed Nasser Al-Andoli, Kok Swee Sim, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim
2023	J	`jnl`	An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection. J. Intell. Fuzzy Syst. Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok Swee Sim, Pey Yun Goh, Chee Peng Lim
2023	J	`jnl`	Optimization of MLVA loci combination using metaheuristic methods. J. Intell. Fuzzy Syst. Grace Yee Lin Ng, Kim Loon Ang, Shing Chiang Tan, Chia Sui Ong, Yun Fong Ngeow
2022	J	`jnl`	Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks. Inf. Sci. Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah
2022	J	`jnl`	Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification. Appl. Soft Comput. Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok Swee Sim, Chee Peng Lim, Pey Yun Goh
2022	J	`jnl`	Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks. Appl. Intell. Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah
2022	J	`jnl`	Trapdoor Privacy in Public Key Encryption With Keyword Search: A Review. IEEE Access Koon-Ming Chan, Swee-Huay Heng, Wei-Chuen Yau, Shing Chiang Tan
2021	J	`jnl`	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 Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah, Sin Yin Tan
2021	J	`jnl`	Advances of metaheuristic algorithms in training neural networks for industrial applications. Soft Comput. Hue Yee Chong, Hwa Jen Yap, Shing Chiang Tan, Keem Siah Yap, Shen Yuong Wong
2021	J	`jnl`	Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms. J. Intell. Fuzzy Syst. Mohammed Nasser Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan
2021	J	`jnl`	Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters. J. Ambient Intell. Humaniz. Comput. Mohammed Nasser Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan
2021	J	`jnl`	Electroencephalogram-Based Attention Level Classification Using Convolution Attention Memory Neural Network. IEEE Access Chean Khim Toa, Kok Swee Sim, Shing Chiang Tan
2021	—	`conf`	Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. ICCCI (CCIS Volume) Chean Khim Toa, Kok Swee Sim, Shing Chiang Tan
2021	J	`jnl`	Hybridization of harmonic search algorithm in training radial basis function with dynamic decay adjustment for condition monitoring. Soft Comput. Hue Yee Chong, Shing Chiang Tan, Hwa Jen Yap
2021	J	`jnl`	Metric Learning Based Convolutional Neural Network for Left-Right Brain Dominance Classification. IEEE Access Zheng You Lim, Kok Swee Sim, Shing Chiang Tan
2020	—	`conf`	3D Kinematics of Upper Limb Functional Assessment Using HTC Vive in Unreal Engine 4. ICCCI (CCIS Volume) Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan, Fazly Salleh Abas
2020	J	`jnl`	A Novel Approach to Objectively Quantify the Subjective Perception of Pain Through Electroencephalogram Signal Analysis. IEEE Access Mahmoud Elsayed, Kok Swee Sim, Shing Chiang Tan
2020	J	`jnl`	An Artificial Bee Colony-Based Double Layered Neural Network Approach for Solving Quadratic Bi-Level Programming Problems. IEEE Access Junzo Watada, Arunava Roy, Bo Wang, Shing Chiang Tan, Bing Xu
2020	J	`jnl`	Encoding Rich Frequencies for Classification of Stroke Patients EEG Signals. IEEE Access Fawaz Sammani, Kok Swee Sim, Shing Chiang Tan
2019	J	`jnl`	Adaptive rough radial basis function neural network with prototype outlier removal. Inf. Sci. Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah, Chee Peng Lim
2019	J	`jnl`	An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems. J. Intell. Fuzzy Syst. Yit Yin Wee, Wooi Ping Cheah, Shing Chiang Tan, Kuokkwee Wee
2019	—	`conf`	Integrating Deep Learning and Bayesian Reasoning. DependSys Sin Yin Tan, Wooi Ping Cheah, Shing Chiang Tan
2019	J	`jnl`	Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image. Multim. Tools Appl. Kian-Ming Lim, Alan Wee-Chiat Tan, Chin-Poo Lee, Shing Chiang Tan
2018	—	`conf`	A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram. ICONIP (2) Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
2018	J	`jnl`	A hybrid FAM-CART model for online data classification. Comput. Intell. Manjeevan Seera, Chee Peng Lim, Shing Chiang Tan
2018	J	`jnl`	A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Inf. Sci. Shing Chiang Tan, Shuming Wang, Junzo Watada
2018	J	`jnl`	An ELM based multi-agent system and its applications to power generation. Intell. Decis. Technol. Chong Tak Yaw, Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Ungku Anisa Ungku Amirulddin, Shing Chiang Tan
2018	J	`jnl`	Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis. J. Intell. Fuzzy Syst. Yit Yin Wee, Wooi Ping Cheah, Shih Yin Ooi, Shing Chiang Tan, Kuokkwee Wee
2018	J	`jnl`	Temporal Sleuth Machine with decision tree for temporal classification. Soft Comput. Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
2017	J	`jnl`	A double-elimination-tournament-based competitive co-evolutionary artificial neural network classifier. Neurocomputing Bee Yan Hiew, Shing Chiang Tan, Way-Soong Lim
2017	J	`jnl`	A four dukkha state-space model for hand tracking. Neurocomputing Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
2017	J	`jnl`	An ELM based Multi-Agent System and its applications to power generation. Intell. Decis. Technol. Chong Tak Yaw, Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Ungku Anisa Ungku Amirulddin, Shing Chiang Tan
2017	—	`conf`	Fuzzy ARTMAP with Binary Relevance for Multi-label Classification. KES-IDT (2) Lik Xun Yuan, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim, Junzo Watada
2017	J	`jnl`	Reducing the complexity of an adaptive radial basis function network with a histogram algorithm. Neural Comput. Appl. Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah, Chee Peng Lim
2017	—	`conf`	Rough Set-Based Text Mining from a Large Data Repository of Experts' Diagnoses for Power Systems. KES-IDT (2) Junzo Watada, Shing Chiang Tan, Yoshiyuki Matsumoto, Pandian Vasant
2017	J	`jnl`	Temporal sampling forest (TS - F): an ensemble temporal learner. Soft Comput. Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
2016	—	`conf`	A Memetic Fuzzy ARTMAP by a Grammatical Evolution Approach. KES-IDT (1) Shing Chiang Tan, Chee Peng Lim, Junzo Watada
2016	J	`jnl`	A feature covariance matrix with serial particle filter for isolated sign language recognition. Expert Syst. Appl. Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
2016	—	`conf`	Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set. ICONIP (3) Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
2016	J	`jnl`	Block-based histogram of optical flow for isolated sign language recognition. J. Vis. Commun. Image Represent. Kian-Ming Lim, Alan W. C. Tan, Shing Chiang Tan
2016	—	`conf`	Classifying Human Activities with Temporal Extension of Random Forest. ICONIP (4) Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
2016	J	`jnl`	Intra-specific competitive co-evolutionary artificial neural network for data classification. Neurocomputing Bee Yan Hiew, Shing Chiang Tan, Way-Soong Lim
2015	J	`jnl`	A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification. Neural Process. Lett. Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Shing Chiang Tan
2015	J	`jnl`	A hybrid FAM-CART model and its application to medical data classification. Neural Comput. Appl. Manjeevan Seera, Chee Peng Lim, Shing Chiang Tan, Chu Kiong Loo
2015	J	`jnl`	A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map. Expert Syst. Appl. Yit Yin Wee, Wooi Ping Cheah, Shing Chiang Tan, Kuokkwee Wee
2015	J	`jnl`	Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects. IEEE Trans. Neural Networks Learn. Syst. Shing Chiang Tan, Junzo Watada, Zuwairie Ibrahim, Marzuki Khalid
2015	—	`conf`	Evolving an Adaptive Artificial Neural Network with a Gravitational Search Algorithm. KES-IDT Shing Chiang Tan, Chee Peng Lim
2015	J	`jnl`	Gait recognition with Transient Binary Patterns. J. Vis. Commun. Image Represent. Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
2015	J	`jnl`	On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation. IEEE Trans. Neural Networks Learn. Syst. Sheng Yuong Wong, Keem Siah Yap, Hwa Jen Yap, Shing Chiang Tan, Siow-Wee Chang
2014	—	`conf`	A Nodes Reduction Procedure for RBFNDDA through Histogram. ICONIP (1) Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah
2014	—	`conf`	An Extended Fuzzy-kNN Approach to Solving Class-imbalanced Problems. IDT/IIMSS/STET Zhigang Xiong, Junzo Watada, Zhenyuan Xu, Bo Wang, Shing Chiang Tan
2014	—	`conf`	An Online Transfer Learning RBF Neural Network for Cross Domain Data Classification. IDT/IIMSS/STET Shing Chiang Tan, Chee Peng Lim, Manjeevan Seera
2014	—	`conf`	Anomaly Based Intrusion Detection through Temporal Classification. ICONIP (3) Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
2014	J	`jnl`	Gait probability image: An information-theoretic model of gait representation. J. Vis. Commun. Image Represent. Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
2014	J	`jnl`	Temporal Decision Tree and Interpretable Temporal Rules: J48 and Fuzzy Cognitive Maps Approach. Aust. J. Intell. Inf. Process. Syst. Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
2014	J	`jnl`	Time-sliced averaged motion history image for gait recognition. J. Vis. Commun. Image Represent. Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
2013	J	`jnl`	Gait recognition via optimally interpolated deformable contours. Pattern Recognit. Lett. Chin-Poo Lee, Alan W. C. Tan, Shing Chiang Tan
2011	—	`conf`	A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data. ICONIP (1) Phit Ling Tan, Shing Chiang Tan, Chee Peng Lim, Swee Eng Khor
2011	J	`jnl`	Fuzzy ARTMAP and hybrid evolutionary programming for pattern classification. J. Intell. Fuzzy Syst. Shing Chiang Tan, Chee Peng Lim
2011	J	`jnl`	Integration of supervised ART-based neural networks with a hybrid genetic algorithm. Soft Comput. Shing Chiang Tan, Chee Peng Lim
2011	B	`conf`	Learning with imbalanced datasets using fuzzy ARTMAP-based neural network models. FUZZ-IEEE Shing Chiang Tan, Zuwairie Ibrahim, Wen Jau Lee, Junzo Watada, Marzuki Khalid, Lim Chun Chew
2010	J	`jnl`	Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis. Neural Process. Lett. Shing Chiang Tan, Chee Peng Lim
2009	—	`conf`	An Evolutionary Artificial Neural Network for Medical Pattern Classification. ICONIP (2) Shing Chiang Tan, Chee Peng Lim, Kay Sin Tan, Jose C. Navarro
2009	J	`jnl`	An online pruning strategy for supervised ARTMAP-based neural networks. Neural Comput. Appl. Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
2009	J	`jnl`	Fuzzy ARTMAP and a Hybrid Chaos Genetic Algorithm for Medical Pattern Classification. Aust. J. Intell. Inf. Process. Syst. Chin Loo, Shing Chiang Tan, Chee Peng Lim
2009	—	`conf`	Improving the Performance of Fuzzy ARTMAP with Hybrid Evolutionary Programming: An Experimental Study. ICONIP (2) Shing Chiang Tan, Chee Peng Lim
2008	J	`jnl`	A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm. Soft Comput. Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
2008	—	`ch.`	An Introduction to Computational Intelligence Paradigms. Computational Intelligence Paradigms Lakhmi C. Jain, Shing Chiang Tan, Chee Peng Lim
2008	J	`jnl`	Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility. Appl. Soft Comput. Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
2007	—	`conf`	A Mutation-Based Evolving Neural Network Model and Its Application to Condition Monitoring. IIH-MSP Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
2007	J	`jnl`	A hybrid neural network model for rule generation and its application to process fault detection and diagnosis. Eng. Appl. Artif. Intell. Shing Chiang Tan, Chee Peng Lim, M. V. C. Rao
2007	—	`ch.`	Introduction to Evolutionary Computing in System Design. Advances in Evolutionary Computing for System Design Lakhmi C. Jain, Shing Chiang Tan, Chee Peng Lim
2006	J	`jnl`	On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment. Neurocomputing Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim
2004	Misc	`conf`	An Adaptive Fuzzy Min-Max Conflict-Resolving Classifier. WSC Shing Chiang Tan, M. V. C. Rao, Chee Peng Lim