Wing W. Y. Ng
Wing W. Y. Ng
South China University of Technology
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Cited by
Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems
WWY Ng, J Hu, DS Yeung, S Yin, F Roli
IEEE transactions on cybernetics 45 (11), 2402-2412, 2015
Localized generalization error model and its application to architecture selection for radial basis function neural network
DS Yeung, WWY Ng, D Wang, ECC Tsang, XZ Wang
IEEE Transactions on Neural Networks 18 (5), 1294-1305, 2007
Content-based image retrieval using color moment and Gabor texture feature
ZC Huang, PPK Chan, WWY Ng, DS Yeung
2010 International Conference on Machine Learning and Cybernetics 2, 719-724, 2010
Sensitivity analysis for neural networks
DS Yeung, I Cloete, D Shi, WWY Ng
Springer, 2010
Dual autoencoders features for imbalance classification problem
WWY Ng, G Zeng, J Zhang, DS Yeung, W Pedrycz
Pattern Recognition 60, 875-889, 2016
A brief survey on current RFID applications
DL Wu, WWY Ng, DS Yeung, HL Ding
2009 International Conference on Machine Learning and Cybernetics 4, 2330-2335, 2009
Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error
WWY Ng, A Dorado, DS Yeung, W Pedrycz, E Izquierdo
Pattern Recognition 40 (1), 19-32, 2007
Feature selection using localized generalization error for supervised classification problems using RBFNN
WWY Ng, DS Yeung, M Firth, ECC Tsang, XZ Wang
Pattern Recognition 41 (12), 3706-3719, 2008
Structured large margin machines: sensitive to data distributions
DS Yeung, D Wang, WWY Ng, ECC Tsang, X Wang
Machine learning 68 (2), 171-200, 2007
Spam filtering for short messages in adversarial environment
PPK Chan, C Yang, DS Yeung, WWY Ng
Neurocomputing 155, 167-176, 2015
Neural network ensembles for sensor-based human activity recognition within smart environments
N Irvine, C Nugent, S Zhang, H Wang, WWY Ng
Sensors 20 (1), 216, 2020
MLPNN training via a multiobjective optimization of training error and stochastic sensitivity
DS Yeung, JC Li, WWY Ng, PPK Chan
IEEE Transactions on Neural Networks and Learning Systems, 2015
A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty
CS Lai, Y Tao, F Xu, WWY Ng, Y Jia, H Yuan, C Huang, LL Lai, Z Xu, ...
Information Sciences 470, 58-77, 2019
New appliance detection for nonintrusive load monitoring
J Zhang, X Chen, WWY Ng, CS Lai, LL Lai
IEEE Transactions on Industrial Informatics 15 (8), 4819-4829, 2019
A deep learning based hybrid method for hourly solar radiation forecasting
CS Lai, C Zhong, K Pan, WWY Ng, LL Lai
Expert Systems with Applications 177, 114941, 2021
Cost-sensitive weighting and imbalance-reversed bagging for streaming imbalanced and concept drifting in electricity pricing classification
WWY Ng, J Zhang, CS Lai, W Pedrycz, LL Lai, X Wang
IEEE Transactions on Industrial Informatics 15 (3), 1588-1597, 2018
Convolutional multitimescale echo state network
Q Ma, E Chen, Z Lin, J Yan, Z Yu, WWY Ng
IEEE Transactions on Cybernetics 51 (3), 1613-1625, 2019
Asymmetric cyclical hashing for large scale image retrieval
Y Lv, WWY Ng, Z Zeng, DS Yeung, PPK Chan
IEEE Transactions on Multimedia 17 (8), 1225-1235, 2015
Radial Basis Function network learning using localized generalization error bound
DS Yeung, PPK Chan, WWY Ng
Information Sciences 179 (19), 3199-3217, 2009
Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification Problems
WWY Ng, S Xu, J Zhang, X Tian, T Rong, S Kwong
IEEE Transactions on Cybernetics, 2020
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