| 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 | 253 | 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 | 209 | 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 | 192 | 2010 |
| Sensitivity analysis for neural networks DS Yeung, I Cloete, D Shi, WWY Ng Springer, 2010 | 168 | 2010 |
| Dual autoencoders features for imbalance classification problem WWY Ng, G Zeng, J Zhang, DS Yeung, W Pedrycz Pattern Recognition 60, 875-889, 2016 | 129 | 2016 |
| 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 | 121 | 2007 |
| 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 | 118 | 2009 |
| 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 | 99 | 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 | 90 | 2007 |
| 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 | 86 | 2020 |
| Spam filtering for short messages in adversarial environment PPK Chan, C Yang, DS Yeung, WWY Ng Neurocomputing 155, 167-176, 2015 | 86 | 2015 |
| 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 | 74 | 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 | 73 | 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 | 69 | 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 | 66 | 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 | 61 | 2018 |
| Robust Recurrent Neural Networks for Time Series Forecasting X Zhang, C Zhong, J Zhang, T Wang, WWY Ng Neurocomputing, 2023 | 58 | 2023 |
| Multi-view Neural Network Ensemble for Short and Mid-term Load Forecasting CS Lai, Y Yang, K Pan, J Zhang, H Yuan, WWY Ng, Y Gao, Z Zhao, ... IEEE Transactions on Power Systems, 2020 | 54 | 2020 |
| 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 | 54 | 2019 |
| 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 | 51 | 2020 |
XING TIANSouth China Normal UniversityVerified email at scnu.edu.cn
