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2020 – today
- 2024
[j19]Xinmin Tao
, Yiwei Wang, Yuqi Sun, Chunyu Du, Sai Tang, Junxuan Li, Deyong Ren:
Heterogeneous teaching-learning based optimization with local search for the covering delivering problem in last mile delivery. Expert Syst. Appl. 252: 124176 (2024)- [j18]Xinmin Tao, Xiaohan Zhang, Yujia Zheng, Lin Qi, Zhiting Fan, Shan Huang:
A MeanShift-guided oversampling with self-adaptive sizes for imbalanced data classification. Inf. Sci. 672: 120699 (2024) - [j17]Zhiyu Chen, Yuqi Sun, Dongliang Hu, Yangguang Bian, Shensen Wang, Xiyuan Zhang, Xinmin Tao:
Semi-supervised Kernel Fisher discriminant analysis based on exponential-adjusted geometric distance. Neural Comput. Appl. 36(24): 14825-14855 (2024) - 2023
- [j16]Xinmin Tao, Xinyue Guo, Yujia Zheng, Xiaohan Zhang, Zhiyu Chen:
Self-adaptive oversampling method based on the complexity of minority data in imbalanced datasets classification. Knowl. Based Syst. 277: 110795 (2023) - 2022
- [j15]Xinmin Tao, Wenjie Guo, Xiangke Li, Qing He, Rui Liu, Junrong Zou:
Fitness peak clustering based dynamic multi-swarm particle swarm optimization with enhanced learning strategy. Expert Syst. Appl. 191: 116301 (2022) - [j14]Xinmin Tao, Yujia Zheng, Wei Chen, Xiaohan Zhang, Lin Qi, Zhiting Fan, Shan Huang:
SVDD-based weighted oversampling technique for imbalanced and overlapped dataset learning. Inf. Sci. 588: 13-51 (2022) - [j13]Xinmin Tao, Yixuan Bao, Xiaohan Zhang, Tian Liang, Lin Qi, Zhiting Fan, Shan Huang:
Regularized semi-supervised KLFDA algorithm based on density peak clustering. Neural Comput. Appl. 34(22): 19791-19817 (2022) - 2021
- [j12]Xinmin Tao, Wenjie Guo, Chao Ren, Qing Li, Qing He, Rui Liu, Junrong Zou:
Density peak clustering using global and local consistency adjustable manifold distance. Inf. Sci. 577: 769-804 (2021) - [j11]Xinmin Tao, Xiangke Li, Wei Chen, Tian Liang, Yetong Li, Jie Guo, Lin Qi:
Self-Adaptive two roles hybrid learning strategies-based particle swarm optimization. Inf. Sci. 578: 457-481 (2021) - [j10]Xinmin Tao, Wei Chen, Xiangke Li, Xiaohan Zhang, Yetong Li, Jie Guo:
The ensemble of density-sensitive SVDD classifier based on maximum soft margin for imbalanced datasets. Knowl. Based Syst. 219: 106897 (2021) - [j9]Xinmin Tao, Wei Chen, Xiaohan Zhang, Wenjie Guo, Lin Qi, Zhiting Fan:
SVDD boundary and DPC clustering technique-based oversampling approach for handling imbalanced and overlapped data. Knowl. Based Syst. 234: 107588 (2021) - 2020
- [j8]Xinmin Tao, Wenjie Guo, Qing Li, Chao Ren, Rui Liu:
Multiple scale self-adaptive cooperation mutation strategy-based particle swarm optimization. Appl. Soft Comput. 89: 106124 (2020) - [j7]Xinmin Tao, Qing Li, Wenjie Guo, Chao Ren, Qing He, Rui Liu, Junrong Zou:
Adaptive weighted over-sampling for imbalanced datasets based on density peaks clustering with heuristic filtering. Inf. Sci. 519: 43-73 (2020) - [j6]Xinmin Tao, Qing Li, Chao Ren, Wenjie Guo, Qing He, Rui Liu, Junrong Zou:
Affinity and class probability-based fuzzy support vector machine for imbalanced data sets. Neural Networks 122: 289-307 (2020)
2010 – 2019
- 2019
- [j5]Xinmin Tao, Qing Li, Chao Ren, Wenjie Guo, Chenxi Li, Qing He, Rui Liu, Junrong Zou:
Real-value negative selection over-sampling for imbalanced data set learning. Expert Syst. Appl. 129: 118-134 (2019) - [j4]Xinmin Tao, Rui Chang, Chenxi Li, Ruotong Wang, Rui Liu:
Density-sensitive Robust Fuzzy Kernel Principal Component Analysis technique. Neurocomputing 329: 210-226 (2019) - [j3]Xinmin Tao, Qing Li, Wenjie Guo, Chao Ren, Chenxi Li, Rui Liu, Junrong Zou:
Self-adaptive cost weights-based support vector machine cost-sensitive ensemble for imbalanced data classification. Inf. Sci. 487: 31-56 (2019) - [j2]Xinmin Tao, Ruotong Wang, Rui Chang, Chenxi Li:
Density-sensitive fuzzy kernel maximum entropy clustering algorithm. Knowl. Based Syst. 166: 42-57 (2019) - [j1]Xinmin Tao, Ruotong Wang, Rui Chang, Chenxi Li, Rui Liu, Junrong Zou:
Spectral clustering algorithm using density-sensitive distance measure with global and local consistencies. Knowl. Based Syst. 170: 26-42 (2019)
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