Wei Shiung Liew

26 papers B 4Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server.
CoRR
Fei Li, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu
2023 J jnl
Explainable Goal-driven Agents and Robots - A Comprehensive Review.
ACM Comput. Surv.
Fatai Sado, Chu Kiong Loo, Wei Shiung Liew, Matthias Kerzel, Stefan Wermter
2023 J jnl
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion.
CoRR
Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter
2023 — conf
FedLoop: A P2P Personalized Federated Learning Method on Heterogeneous Data.
SSCI
Li Fei, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu
2021 J jnl
Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles.
IEEE Access
Wei Shiung Liew, Chu Kiong Loo, Stefan Wermter
2020 B conf
Self-Organizing Kernel-based Convolutional Echo State Network for Human Actions Recognition.
ESANN
Gin Chong Lee, Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter
2019 B conf
Effect of Pruning on Catastrophic Forgetting in Growing Dual Memory Networks.
IJCNN
Wei Shiung Liew, Chu Kiong Loo, Vadym Gryshchuk, Cornelius Weber, Stefan Wermter
2019 J jnl
Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation.
Neural Comput. Appl.
Hossein Siamaknejad, Wei Shiung Liew, Chu Kiong Loo
2019 J jnl
Robust remote heart rate estimation from multiple asynchronous noisy channels using autoregressive model with Kalman filter.
Biomed. Signal Process. Control.
Parham Nooralishahi, Chu Kiong Loo, Wei Shiung Liew
2018 J jnl
Trust of Virtual Agent in Multi Actor Interactions.
J. Robotics Netw. Artif. Life
Halimahtun M. Khalid, Wei Shiung Liew, Voong Bin Sheng, Martin G. Helander
2017 J jnl
Classification of transcranial Doppler signals using individual and ensemble recurrent neural networks.
Neurocomputing
Manjeevan Seera, Chee Peng Lim, Kay Sin Tan, Wei Shiung Liew
2017 — conf
Optimizing FELM ensembles using GA-BIC.
IFSA-SCIS
Wei Shiung Liew, Chu Kiong Loo, Takenori Obo
2016 J jnl
Classifying Stress From Heart Rate Variability Using Salivary Biomarkers as Reference.
IEEE Trans. Neural Networks Learn. Syst.
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim, Naoyuki Kubota
2016 — conf
Genetic Optimized Fuzzy Extreme Learning Machine Ensembles for Affect Classification.
SCIS&ISIS
Wei Shiung Liew, Chu Kiong Loo, Takenori Obo
2016 J jnl
Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble.
Neural Process. Lett.
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo
2015 — conf
A Hybrid Model of Fuzzy ARTMAP and the Genetic Algorithm for Data Classification.
ICONIP (2)
Manjeevan Seera, Wei Shiung Liew, Chu Kiong Loo
2015 J jnl
Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs.
Appl. Soft Comput.
Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim
2015 J jnl
Classification of electrocardiogram and auscultatory blood pressure signals using machine learning models.
Expert Syst. Appl.
Manjeevan Seera, Chee Peng Lim, Wei Shiung Liew, Einly Lim, Chu Kiong Loo
2015 J jnl
Probabilistic ensemble Fuzzy ARTMAP optimization using hierarchical parallel genetic algorithms.
Neural Comput. Appl.
Chu Kiong Loo, Wei Shiung Liew, Manjeevan Seera, Einly Lim
2014 — conf
Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation.
SCIS&ISIS
Hossein Siamaknejad, Chu Kiong Loo, Wei Shiung Liew
2013 — conf
A Novel Complex-Valued Fuzzy ARTMAP for Sparse Dictionary Learning.
ICONIP (1)
Chu Kiong Loo, Ali Memariani, Wei Shiung Liew
2013 — conf
Optimizing Fuzzy ARTMAP Ensembles Using Hierarchical Parallel Genetic Algorithms and Negative Correlation.
ISNN (1)
Chu Kiong Loo, Wei Shiung Liew, Einly Lim
2012 — conf
Genetic Ensemble Biased ARTMAP Method of ECG-Based Emotion Classification.
IIMSS
Chu Kiong Loo, Wei Shiung Liew, Md Shohel Sayeed
2012 B conf
Genetic-Optimized Classifier Ensemble for Cortisol Salivary Measurement Mapping to Electrocardiogram Features for Stress Evaluation.
PRICAI
Chu Kiong Loo, Soon-Fatt Cheong, Margaret A. Seldon, Ali Afzalian Mand, Kalaiarasi Sonai Muthu, Wei Shiung Liew, Einly Lim
2010 B conf
Combinatory Feature Selection Method on ECG and HRV Signal Analysis for Stress Level Detection Using ANFIS Classifier.
Intelligent Environments (Workshops)
Ali Afzalian Mand, Chu Kiong Loo, Wei Shiung Liew
2010 — conf
PSO optimization of synergetic neural classifier for multichannel emotion recognition.
NaBIC
Wee Ming Wong, Alan W. C. Tan, Chu Kiong Loo, Wei Shiung Liew