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2020 – today
- 2024
[i2]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 abs/2403.14371 (2024)- 2023
- [j11]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): 211:1-211:41 (2023) - [c13]Li Fei, Chu Kiong Loo, Wei Shiung Liew, Xiaofeng Liu:
FedLoop: A P2P Personalized Federated Learning Method on Heterogeneous Data. SSCI 2023: 1603-1606 - [i1]Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter:
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion. CoRR abs/2306.13410 (2023) - 2021
- [j10]Wei Shiung Liew, Chu Kiong Loo, Stefan Wermter:
Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles. IEEE Access 9: 61513-61531 (2021) - 2020
- [c12]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: 591-596
2010 – 2019
- 2019
- [j9]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: 366-379 (2019) - [j8]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): 945-953 (2019) - [c11]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: 1-8 - 2018
- [j7]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): 295-298 (2018) - 2017
- [j6]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: 337-344 (2017) - [c10]Wei Shiung Liew, Chu Kiong Loo, Takenori Obo:
Optimizing FELM ensembles using GA-BIC. IFSA-SCIS 2017: 1-6 - 2016
- [j5]Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo:
Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble. Neural Process. Lett. 44(2): 451-470 (2016) - [j4]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): 2035-2046 (2016) - [c9]Wei Shiung Liew, Chu Kiong Loo, Takenori Obo:
Genetic Optimized Fuzzy Extreme Learning Machine Ensembles for Affect Classification. SCIS&ISIS 2016: 305-310 - 2015
- [j3]Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim:
Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs. Appl. Soft Comput. 27: 53-63 (2015) - [j2]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): 3643-3652 (2015) - [j1]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): 263-276 (2015) - [c8]Manjeevan Seera, Wei Shiung Liew, Chu Kiong Loo:
A Hybrid Model of Fuzzy ARTMAP and the Genetic Algorithm for Data Classification. ICONIP (2) 2015: 346-353 - 2014
- [c7]Hossein Siamaknejad, Chu Kiong Loo, Wei Shiung Liew:
Fractal dimension methods to determine optimum EEG electrode placement for concentration estimation. SCIS&ISIS 2014: 952-955 - 2013
- [c6]Chu Kiong Loo, Ali Memariani, Wei Shiung Liew:
A Novel Complex-Valued Fuzzy ARTMAP for Sparse Dictionary Learning. ICONIP (1) 2013: 360-368 - [c5]Chu Kiong Loo, Wei Shiung Liew, Einly Lim:
Optimizing Fuzzy ARTMAP Ensembles Using Hierarchical Parallel Genetic Algorithms and Negative Correlation. ISNN (1) 2013: 401-410 - 2012
- [c4]Chu Kiong Loo, Wei Shiung Liew, Md Shohel Sayeed:
Genetic Ensemble Biased ARTMAP Method of ECG-Based Emotion Classification. IIMSS 2012: 299-306 - [c3]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: 274-284 - 2010
- [c2]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: 122-130 - [c1]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: 316-321
Coauthor Index
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