Jianjun Zhang
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Dual autoencoders features for imbalance classification problem
WWY Ng, G Zeng, J Zhang, DS Yeung, W Pedrycz
Pattern Recognition 60, 875-889, 2016
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
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
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 52 (2), 1269-1279, 2020
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 36 (4), 2992-3003, 2020
Loan default prediction using diversified sensitivity undersampling
YQ Chen, J Zhang, WWY Ng
2018 International Conference on Machine Learning and Cybernetics (ICMLC) 1 …, 2018
KNNENS: A k-Nearest Neighbor Ensemble-Based Method for Incremental Learning Under Data Stream With Emerging New Classes
J Zhang, T Wang, WWY Ng, W Pedrycz
IEEE transactions on neural networks and learning systems 34 (11), 9520-9527, 2022
Training error and sensitivity-based ensemble feature selection
WWY Ng, Y Tuo, J Zhang, S Kwong
International Journal of Machine Learning and Cybernetics 11, 2313-2326, 2020
Undersampling near decision boundary for imbalance problems
J Zhang, T Wang, WWY Ng, S Zhang, CD Nugent
2019 International conference on machine learning and cybernetics (ICMLC), 1-8, 2019
Ensembling perturbation-based oversamplers for imbalanced datasets
J Zhang, T Wang, WWY Ng, W Pedrycz
Neurocomputing 479, 1-11, 2022
Maximizing minority accuracy for imbalanced pattern classification problems using cost-sensitive Localized Generalization Error Model
WWY Ng, Z Liu, J Zhang, W Pedrycz
Applied Soft Computing 104, 107178, 2021
Evaluation of radial basis function neural network minimizing L-GEM for sensor-based activity recognition
S Zhang, WWY Ng, J Zhang, CD Nugent, N Irvine, T Wang
Journal of Ambient Intelligence and Humanized Computing, 1-11, 2023
Stochastic sensitivity measure-based noise filtering and oversampling method for imbalanced classification problems
J Zhang, WWY Ng
2018 IEEE international conference on systems, man, and cybernetics (SMC …, 2018
Human activity recognition using radial basis function neural network trained via a minimization of localized generalization error
S Zhang, WWY Ng, J Zhang, CD Nugent
Ubiquitous Computing and Ambient Intelligence: 11th International Conference …, 2017
Effects of different base classifiers to learn++ family algorithms for concept drifting and imbalanced pattern classification problems
J Liao, J Zhang, WWY Ng
2016 International conference on machine learning and cybernetics (ICMLC) 1 …, 2016
Bass: Broad network based on localized stochastic sensitivity
T Wang, M Zhang, J Zhang, WWY Ng, CLP Chen
IEEE Transactions on Neural Networks and Learning Systems 35 (2), 1681-1695, 2022
Minority oversampling using sensitivity
J Zhang, T Wang, WWY Ng, W Pedrycz, S Zhang, CD Nugent
2020 international joint conference on neural networks (IJCNN), 1-7, 2020
Visual words selection for human action recognition using rbfnn via the minimization of L-GEM
WWY Ng, J Li, J Zhang, Q Wu, J Li
2017 International Conference on Wavelet Analysis and Pattern Recognition …, 2017
Stochastic sensitivity tree boosting for imbalanced prediction problems of protein-ligand interaction sites
WWY Ng, Y Zhang, J Zhang, DD Wang, FL Wang
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (3 …, 2019
Feature weighting for RBFNN based on genetic algorithm and localized generalization error model
T Chen, T Wang, WWY Ng, J Zhang
2017 IEEE International Conference on Internet of Things (iThings) and IEEE …, 2017
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