Wei Shiung Liew

According to our database, Wei Shiung Liew authored at least 25 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server.

Fei Li, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu

CoRR, 2024

2023

Explainable Goal-driven Agents and Robots - A Comprehensive Review.

Fatai Sado, Chu Kiong Loo, Wei Shiung Liew, Matthias Kerzel, Stefan Wermter

ACM Comput. Surv., 2023

Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion.

Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter

CoRR, 2023

FedLoop: A P2P Personalized Federated Learning Method on Heterogeneous Data.

Li Fei, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2021

Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles.

Wei Shiung Liew, Chu Kiong Loo, Stefan Wermter

IEEE Access, 2021

2020

Self-Organizing Kernel-based Convolutional Echo State Network for Human Actions Recognition.

Gin Chong Lee, Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation.

Hossein Siamaknejad, Wei Shiung Liew, Chu Kiong Loo

Neural Comput. Appl., 2019

Robust remote heart rate estimation from multiple asynchronous noisy channels using autoregressive model with Kalman filter.

Parham Nooralishahi, Chu Kiong Loo, Wei Shiung Liew

Biomed. Signal Process. Control., 2019

Effect of Pruning on Catastrophic Forgetting in Growing Dual Memory Networks.

Wei Shiung Liew, Chu Kiong Loo, Vadym Gryshchuk, Cornelius Weber, Stefan Wermter

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Trust of Virtual Agent in Multi Actor Interactions.

Halimahtun M. Khalid, Wei Shiung Liew, Voong Bin Sheng, Martin G. Helander

J. Robotics Netw. Artif. Life, 2018

2017

Classification of transcranial Doppler signals using individual and ensemble recurrent neural networks.

Manjeevan Seera, Chee Peng Lim, Kay Sin Tan, Wei Shiung Liew

Neurocomputing, 2017

Optimizing FELM ensembles using GA-BIC.

Wei Shiung Liew, Chu Kiong Loo, Takenori Obo

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

2016

Classifying Stress From Heart Rate Variability Using Salivary Biomarkers as Reference.

Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim, Naoyuki Kubota

IEEE Trans. Neural Networks Learn. Syst., 2016

Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble.

Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo

Neural Process. Lett., 2016

Genetic Optimized Fuzzy Extreme Learning Machine Ensembles for Affect Classification.

Wei Shiung Liew, Chu Kiong Loo, Takenori Obo

Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

2015

Probabilistic ensemble Fuzzy ARTMAP optimization using hierarchical parallel genetic algorithms.

Chu Kiong Loo, Wei Shiung Liew, Manjeevan Seera, Einly Lim

Neural Comput. Appl., 2015

Classification of electrocardiogram and auscultatory blood pressure signals using machine learning models.

Manjeevan Seera, Chee Peng Lim, Wei Shiung Liew, Einly Lim, Chu Kiong Loo

Expert Syst. Appl., 2015

Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs.

Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim

Appl. Soft Comput., 2015

A Hybrid Model of Fuzzy ARTMAP and the Genetic Algorithm for Data Classification.

Manjeevan Seera, Wei Shiung Liew, Chu Kiong Loo

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2013

Optimizing Fuzzy ARTMAP Ensembles Using Hierarchical Parallel Genetic Algorithms and Negative Correlation.

Chu Kiong Loo, Wei Shiung Liew, Einly Lim

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

A Novel Complex-Valued Fuzzy ARTMAP for Sparse Dictionary Learning.

Chu Kiong Loo, Ali Memariani, Wei Shiung Liew

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Genetic-Optimized Classifier Ensemble for Cortisol Salivary Measurement Mapping to Electrocardiogram Features for Stress Evaluation.

Chu Kiong Loo, Soon-Fatt Cheong, Margaret A. Seldon, Ali Afzalian Mand, Kalaiarasi Sonai Muthu, Wei Shiung Liew, Einly Lim

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Genetic Ensemble Biased ARTMAP Method of ECG-Based Emotion Classification.

Chu Kiong Loo, Wei Shiung Liew, Md Shohel Sayeed

Proceedings of the Intelligent Interactive Multimedia: Systems and Services, 2012

2010

PSO optimization of synergetic neural classifier for multichannel emotion recognition.

Wee Ming Wong, Alan W. C. Tan, Chu Kiong Loo, Wei Shiung Liew

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Combinatory Feature Selection Method on ECG and HRV Signal Analysis for Stress Level Detection Using ANFIS Classifier.

Ali Afzalian Mand, Chu Kiong Loo, Wei Shiung Liew

Proceedings of the Workshops Proceedings of the 6th International Conference on Intelligent Environments, 2010