Self-Adaptive two roles hybrid learning strategies-based particle swarm optimization
Tao, Xinmin, Li, Xiangke, Chen, Wei, Liang, Tian, Li, Yetong, Guo, Jie, Qi, Lin
Published in Information sciences (01.11.2021)
Published in Information sciences (01.11.2021)
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Journal Article
Affinity and class probability-based fuzzy support vector machine for imbalanced data sets
Tao, Xinmin, Li, Qing, Ren, Chao, Guo, Wenjie, He, Qing, Liu, Rui, Zou, Junrong
Published in Neural networks (01.02.2020)
Published in Neural networks (01.02.2020)
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Journal Article
Density-sensitive Robust Fuzzy Kernel Principal Component Analysis technique
Tao, A. Xinmin, Chang, B. Rui, Li, C. Chenxi, Wang, D. Ruotong, Liu, E. Rui
Published in Neurocomputing (Amsterdam) (15.02.2019)
Published in Neurocomputing (Amsterdam) (15.02.2019)
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Journal Article
A multi-subgroup competition parallel immune evolutionary programming
Tao Xinmin, Zhang Yue, Li Zhen
Published in Proceedings of the 32nd Chinese Control Conference (01.07.2013)
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Published in Proceedings of the 32nd Chinese Control Conference (01.07.2013)
Conference Proceeding
Self-adaptive cost weights-based support vector machine cost-sensitive ensemble for imbalanced data classification
Tao, Xinmin, Li, Qing, Guo, Wenjie, Ren, Chao, Li, Chenxi, Liu, Rui, Zou, Junrong
Published in Information sciences (01.06.2019)
Published in Information sciences (01.06.2019)
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Journal Article
Multiple scale self-adaptive cooperation mutation strategy-based particle swarm optimization
Tao, Xinmin, Guo, Wenjie, Li, Qing, Ren, Chao, Liu, Rui
Published in Applied soft computing (01.04.2020)
Published in Applied soft computing (01.04.2020)
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Journal Article
SVDD-based weighted oversampling technique for imbalanced and overlapped dataset learning
Tao, Xinmin, Zheng, Yujia, Chen, Wei, Zhang, Xiaohan, Qi, Lin, Fan, Zhiting, Huang, Shan
Published in Information sciences (01.04.2022)
Published in Information sciences (01.04.2022)
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Journal Article
Self-adaptive oversampling method based on the complexity of minority data in imbalanced datasets classification
Tao, Xinmin, Guo, Xinyue, Zheng, Yujia, Zhang, Xiaohan, Chen, Zhiyu
Published in Knowledge-based systems (09.10.2023)
Published in Knowledge-based systems (09.10.2023)
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Journal Article
Real-value negative selection over-sampling for imbalanced data set learning
Tao, Xinmin, Li, Qing, Ren, Chao, Guo, Wenjie, Li, Chenxi, He, Qing, Liu, Rui, Zou, Junrong
Published in Expert systems with applications (01.09.2019)
Published in Expert systems with applications (01.09.2019)
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Journal Article
Density peak clustering using global and local consistency adjustable manifold distance
Tao, Xinmin, Guo, Wenjie, Ren, Chao, Li, Qing, He, Qing, Liu, Rui, Zou, Junrong
Published in Information sciences (01.10.2021)
Published in Information sciences (01.10.2021)
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Journal Article
Fitness peak clustering based dynamic multi-swarm particle swarm optimization with enhanced learning strategy
Tao, Xinmin, Guo, Wenjie, Li, Xiangke, He, Qing, Liu, Rui, Zou, Junrong
Published in Expert systems with applications (01.04.2022)
Published in Expert systems with applications (01.04.2022)
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Journal Article
Adaptive weighted over-sampling for imbalanced datasets based on density peaks clustering with heuristic filtering
Tao, Xinmin, Li, Qing, Guo, Wenjie, Ren, Chao, He, Qing, Liu, Rui, Zou, JunRong
Published in Information sciences (01.05.2020)
Published in Information sciences (01.05.2020)
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Journal Article
Density-sensitive fuzzy kernel maximum entropy clustering algorithm
Tao, Xinmin, Wang, Ruotong, Chang, Rui, Li, Chenxi
Published in Knowledge-based systems (15.02.2019)
Published in Knowledge-based systems (15.02.2019)
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Journal Article
A MeanShift-guided oversampling with self-adaptive sizes for imbalanced data classification
Tao, Xinmin, Zhang, Xiaohan, Zheng, Yujia, Qi, Lin, Fan, Zhiting, Huang, Shan
Published in Information sciences (01.06.2024)
Published in Information sciences (01.06.2024)
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Journal Article
Bearings fault detection using wavelet transform and generalized Gaussian density modeling
Tao, Xinmin, Ren, Chao, Wu, Yongkang, Li, Qing, Guo, Wenjie, Liu, Rui, He, Qing, Zou, Junrong
Published in Measurement : journal of the International Measurement Confederation (01.04.2020)
Published in Measurement : journal of the International Measurement Confederation (01.04.2020)
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Journal Article
Bearing defect diagnosis based on semi-supervised kernel Local Fisher Discriminant Analysis using pseudo labels
Tao, Xinmin, Ren, Chao, Li, Qing, Guo, Wenjie, Liu, Rui, He, Qing, Zou, Junrong
Published in ISA transactions (01.04.2021)
Published in ISA transactions (01.04.2021)
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Journal Article
SVDD boundary and DPC clustering technique-based oversampling approach for handling imbalanced and overlapped data
Tao, Xinmin, Chen, Wei, Zhang, Xiaohan, Guo, Wenjie, Qi, Lin, Fan, Zhiting
Published in Knowledge-based systems (25.12.2021)
Published in Knowledge-based systems (25.12.2021)
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Journal Article
Bearings Fault Diagnosis based on GMM Model using Lyapunov Exponent Spectrum
Tao Xinmin, Du Baoxiang, Xu Yong
Published in IECON 2007 - 33rd Annual Conference of the IEEE Industrial Electronics Society (01.11.2007)
Published in IECON 2007 - 33rd Annual Conference of the IEEE Industrial Electronics Society (01.11.2007)
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Conference Proceeding
Bearing fault detection using SOM based on singular value spectrum
Tao Xinmin, Xu Jing, Du Baoxiang, Xu Yong
Published in 2008 27th Chinese Control Conference (01.07.2008)
Published in 2008 27th Chinese Control Conference (01.07.2008)
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Conference Proceeding