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2020 – today
- 2025
[j16]Mingming Han, Husheng Guo, Wenjian Wang:
A new data complexity measure for multi-class imbalanced classification tasks. Pattern Recognit. 157: 110881 (2025)- [j15]Husheng Guo, Zhijie Wu, Qiaoyan Ren, Wenjian Wang:
Accelerating the convergence of concept drift based on knowledge transfer. Pattern Recognit. 159: 111145 (2025) - 2024
- [j14]Husheng Guo, Hai Li, Lu Cong, Wenjian Wang:
Online concept evolution detection based on active learning. Data Min. Knowl. Discov. 38(4): 1589-1633 (2024) - [j13]Rui Su, Husheng Guo, Wenjian Wang
:
Elastic online deep learning for dynamic streaming data. Inf. Sci. 676: 120799 (2024) - [j12]Husheng Guo, Yang Zhang, Wenjian Wang:
Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift. IEEE Trans. Knowl. Data Eng. 36(12): 8023-8036 (2024) - 2023
- [j11]Husheng Guo, Haosen Xia, Hai Li, Wenjian Wang:
Concept evolution detection based on noise reduction soft boundary. Inf. Sci. 628: 391-408 (2023) - [j10]Husheng Guo, Hai Li, Ni Sun, Qiaoyan Ren, Aijuan Zhang, Wenjian Wang:
Concept drift detection and accelerated convergence of online learning. Knowl. Inf. Syst. 65(3): 1005-1043 (2023) - [j9]Mingming Han, Husheng Guo, Jinyan Li, Wenjian Wang:
Global-local information based oversampling for multi-class imbalanced data. Int. J. Mach. Learn. Cybern. 14(6): 2071-2086 (2023) - 2022
- [j8]Husheng Guo, Hai Li, Qiaoyan Ren, Wenjian Wang:
Concept drift type identification based on multi-sliding windows. Inf. Sci. 585: 1-23 (2022) - 2021
- [j7]Xiaobo Qi, Husheng Guo, Wenjian Wang:
A reliable KNN filling approach for incomplete interval-valued data. Eng. Appl. Artif. Intell. 100: 104175 (2021) - [j6]Husheng Guo, Shuai Zhang, Wenjian Wang:
Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift. Neural Networks 142: 437-456 (2021) - 2020
- [j5]Xiaobo Qi, Husheng Guo, Zadorozhnyi Artem, Wenjian Wang:
An Interval-Valued Data Classification Method Based on the Unified Representation Frame. IEEE Access 8: 17002-17012 (2020) - [j4]Husheng Guo, Aijuan Zhang, Wenjian Wang:
An accelerator for online SVM based on the fixed-size KKT window. Eng. Appl. Artif. Intell. 92: 103637 (2020)
2010 – 2019
- 2019
- [j3]Husheng Guo, Wenjian Wang:
Granular support vector machine: a review. Artif. Intell. Rev. 51(1): 19-32 (2019) - 2016
- [j2]Husheng Guo, Wenjian Wang:
Support vector machine based on hierarchical and dynamical granulation. Neurocomputing 211: 22-33 (2016) - 2015
- [j1]Husheng Guo, Wenjian Wang:
An active learning-based SVM multi-class classification model. Pattern Recognit. 48(5): 1577-1597 (2015)
Coauthor Index
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