Wei Shiung Liew

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Topics

Machine Learning Models

Parallel Genetic Algorithm

Top Venues

Neural Comput. Appl.

Publications

Fei Li, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server. CoRR (2024)
Fatai Sado, Chu Kiong Loo, Wei Shiung Liew, Matthias Kerzel, Stefan Wermter
Explainable Goal-driven Agents and Robots - A Comprehensive Review. ACM Comput. Surv. 55 (10) (2023)
Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion. CoRR (2023)
Li Fei, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu
FedLoop: A P2P Personalized Federated Learning Method on Heterogeneous Data. SSCI (2023)
Wei Shiung Liew, Chu Kiong Loo, Stefan Wermter
Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles. IEEE Access 9 (2021)
Gin Chong Lee, Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter
Self-Organizing Kernel-based Convolutional Echo State Network for Human Actions Recognition. ESANN (2020)
Hossein Siamaknejad, Wei Shiung Liew, Chu Kiong Loo
Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation. Neural Comput. Appl. 31 (3) (2019)
Parham Nooralishahi, Chu Kiong Loo, Wei Shiung Liew
Robust remote heart rate estimation from multiple asynchronous noisy channels using autoregressive model with Kalman filter. Biomed. Signal Process. Control. 47 (2019)
Wei Shiung Liew, Chu Kiong Loo, Vadym Gryshchuk, Cornelius Weber, Stefan Wermter
Effect of Pruning on Catastrophic Forgetting in Growing Dual Memory Networks. IJCNN (2019)
Halimahtun M. Khalid, Wei Shiung Liew, Voong Bin Sheng, Martin G. Helander
Trust of Virtual Agent in Multi Actor Interactions. J. Robotics Netw. Artif. Life 4 (4) (2018)
Manjeevan Seera, Chee Peng Lim, Kay Sin Tan, Wei Shiung Liew
Classification of transcranial Doppler signals using individual and ensemble recurrent neural networks. Neurocomputing 249 (2017)
Wei Shiung Liew, Chu Kiong Loo, Takenori Obo
Optimizing FELM ensembles using GA-BIC. IFSA-SCIS (2017)
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim, Naoyuki Kubota
Classifying Stress From Heart Rate Variability Using Salivary Biomarkers as Reference. IEEE Trans. Neural Networks Learn. Syst. 27 (10) (2016)
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo
Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble. Neural Process. Lett. 44 (2) (2016)
Wei Shiung Liew, Chu Kiong Loo, Takenori Obo
Genetic Optimized Fuzzy Extreme Learning Machine Ensembles for Affect Classification. SCIS&ISIS (2016)
Manjeevan Seera, Wei Shiung Liew, Chu Kiong Loo
A Hybrid Model of Fuzzy ARTMAP and the Genetic Algorithm for Data Classification. ICONIP (2) (2015)
Manjeevan Seera, Chee Peng Lim, Wei Shiung Liew, Einly Lim, Chu Kiong Loo
Classification of electrocardiogram and auscultatory blood pressure signals using machine learning models. Expert Syst. Appl. 42 (7) (2015)
Chu Kiong Loo, Wei Shiung Liew, Manjeevan Seera, Einly Lim
Probabilistic ensemble Fuzzy ARTMAP optimization using hierarchical parallel genetic algorithms. Neural Comput. Appl. 26 (2) (2015)
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim
Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs. Appl. Soft Comput. 27 (2015)
Hossein Siamaknejad, Chu Kiong Loo, Wei Shiung Liew
Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation. SCIS&ISIS (2014)
Chu Kiong Loo, Wei Shiung Liew, Einly Lim
Optimizing Fuzzy ARTMAP Ensembles Using Hierarchical Parallel Genetic Algorithms and Negative Correlation. ISNN (1) (2013)
Chu Kiong Loo, Ali Memariani, Wei Shiung Liew
A Novel Complex-Valued Fuzzy ARTMAP for Sparse Dictionary Learning. ICONIP (1) (2013)
Chu Kiong Loo, Soon-Fatt Cheong, Margaret A. Seldon, Ali Afzalian Mand, Kalaiarasi Sonai Muthu, Wei Shiung Liew, Einly Lim
Genetic-Optimized Classifier Ensemble for Cortisol Salivary Measurement Mapping to Electrocardiogram Features for Stress Evaluation. PRICAI (2012)
Chu Kiong Loo, Wei Shiung Liew, Md Shohel Sayeed
Genetic Ensemble Biased ARTMAP Method of ECG-Based Emotion Classification. IIMSS (2012)
Wee Ming Wong, Alan W. C. Tan, Chu Kiong Loo, Wei Shiung Liew
PSO optimization of synergetic neural classifier for multichannel emotion recognition. NaBIC (2010)
Ali Afzalian Mand, Chu Kiong Loo, Wei Shiung Liew
Combinatory Feature Selection Method on ECG and HRV Signal Analysis for Stress Level Detection Using ANFIS Classifier. Intelligent Environments (Workshops) (2010)