Shing Chiang Tan
Orcid: 0000-0002-1267-1894
According to our database1,
Shing Chiang Tan
authored at least 76 papers
between 2004 and 2024.
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Bibliography
2024
A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach.
IEEE Access, 2024
2023
J. Intell. Fuzzy Syst., December, 2023
An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection.
J. Intell. Fuzzy Syst., 2023
A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery.
IEEE Access, 2023
An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection.
IEEE Access, 2023
A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data.
Proceedings of the 2023 7th International Conference on Computational Biology and Bioinformatics, 2023
2022
Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks.
Inf. Sci., 2022
Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification.
Appl. Soft Comput., 2022
Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks.
Appl. Intell., 2022
IEEE Access, 2022
2021
Advances of metaheuristic algorithms in training neural networks for industrial applications.
Soft Comput., 2021
Hybridization of harmonic search algorithm in training radial basis function with dynamic decay adjustment for condition monitoring.
Soft Comput., 2021
Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms.
J. Intell. Fuzzy Syst., 2021
Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters.
J. Ambient Intell. Humaniz. Comput., 2021
Electroencephalogram-Based Attention Level Classification Using Convolution Attention Memory Neural Network.
IEEE Access, 2021
Metric Learning Based Convolutional Neural Network for Left-Right Brain Dominance Classification.
IEEE Access, 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, 2021
Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification.
Proceedings of the Advances in Computational Collective Intelligence, 2021
2020
An Artificial Bee Colony-Based Double Layered Neural Network Approach for Solving Quadratic Bi-Level Programming Problems.
IEEE Access, 2020
IEEE Access, 2020
A Novel Approach to Objectively Quantify the Subjective Perception of Pain Through Electroencephalogram Signal Analysis.
IEEE Access, 2020
Proceedings of the Advances in Computational Collective Intelligence, 2020
2019
Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image.
Multim. Tools Appl., 2019
An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems.
J. Intell. Fuzzy Syst., 2019
Inf. Sci., 2019
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019
2018
Soft Comput., 2018
Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis.
J. Intell. Fuzzy Syst., 2018
A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection.
Inf. Sci., 2018
Intell. Decis. Technol., 2018
A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
2017
Reducing the complexity of an adaptive radial basis function network with a histogram algorithm.
Neural Comput. Appl., 2017
A double-elimination-tournament-based competitive co-evolutionary artificial neural network classifier.
Neurocomputing, 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Rough Set-Based Text Mining from a Large Data Repository of Experts' Diagnoses for Power Systems.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
2016
J. Vis. Commun. Image Represent., 2016
Intra-specific competitive co-evolutionary artificial neural network for data classification.
Neurocomputing, 2016
A feature covariance matrix with serial particle filter for isolated sign language recognition.
Expert Syst. Appl., 2016
Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects.
IEEE Trans. Neural Networks Learn. Syst., 2015
A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification.
Neural Process. Lett., 2015
Neural Comput. Appl., 2015
J. Vis. Commun. Image Represent., 2015
A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map.
Expert Syst. Appl., 2015
Evolving an Adaptive Artificial Neural Network with a Gravitational Search Algorithm.
Proceedings of the Intelligent Decision Technologies, 2015
2014
J. Vis. Commun. Image Represent., 2014
J. Vis. Commun. Image Represent., 2014
Temporal Decision Tree and Interpretable Temporal Rules: J48 and Fuzzy Cognitive Maps Approach.
Aust. J. Intell. Inf. Process. Syst., 2014
Proceedings of the Smart Digital Futures 2014, 2014
Proceedings of the Smart Digital Futures 2014, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
2013
Pattern Recognit. Lett., 2013
2011
Soft Comput., 2011
J. Intell. Fuzzy Syst., 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the FUZZ-IEEE 2011, 2011
2010
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis.
Neural Process. Lett., 2010
2009
Neural Comput. Appl., 2009
Fuzzy ARTMAP and a Hybrid Chaos Genetic Algorithm for Medical Pattern Classification.
Aust. J. Intell. Inf. Process. Syst., 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Improving the Performance of Fuzzy ARTMAP with Hybrid Evolutionary Programming: An Experimental Study.
Proceedings of the Neural Information Processing, 16th International Conference, 2009
2008
Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008
A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm.
Soft Comput., 2008
Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility.
Appl. Soft Comput., 2008
2007
Proceedings of the Advances in Evolutionary Computing for System Design, 2007
A hybrid neural network model for rule generation and its application to process fault detection and diagnosis.
Eng. Appl. Artif. Intell., 2007
A Mutation-Based Evolving Neural Network Model and Its Application to Condition Monitoring.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007
2006
On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment.
Neurocomputing, 2006
2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004