Husheng Guo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Top Venues

Eng. Appl. Artif. Intell.

Pattern Recognit.

Artif. Intell. Rev.

Publications

Rui Su, Husheng Guo, Wenjian Wang
Elastic online deep learning for dynamic streaming data. Inf. Sci. 676 (2024)
Husheng Guo, Hai Li, Lu Cong, Wenjian Wang
Online concept evolution detection based on active learning. Data Min. Knowl. Discov. 38 (4) (2024)
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) (2023)
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) (2023)
Husheng Guo, Haosen Xia, Hai Li, Wenjian Wang
Concept evolution detection based on noise reduction soft boundary. Inf. Sci. 628 (2023)
Husheng Guo, Hai Li, Qiaoyan Ren, Wenjian Wang
Concept drift type identification based on multi-sliding windows. Inf. Sci. 585 (2022)
Husheng Guo, Shuai Zhang, Wenjian Wang
Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift. Neural Networks 142 (2021)
Xiaobo Qi, Husheng Guo, Wenjian Wang
A reliable KNN filling approach for incomplete interval-valued data. Eng. Appl. Artif. Intell. 100 (2021)
Xiaobo Qi, Husheng Guo, Zadorozhnyi Artem, Wenjian Wang
An Interval-Valued Data Classification Method Based on the Unified Representation Frame. IEEE Access 8 (2020)
Husheng Guo, Aijuan Zhang, Wenjian Wang
An accelerator for online SVM based on the fixed-size KKT window. Eng. Appl. Artif. Intell. 92 (2020)
Husheng Guo, Wenjian Wang
Granular support vector machine: a review. Artif. Intell. Rev. 51 (1) (2019)
Husheng Guo, Wenjian Wang
Support vector machine based on hierarchical and dynamical granulation. Neurocomputing 211 (2016)
Husheng Guo, Wenjian Wang
An active learning-based SVM multi-class classification model. Pattern Recognit. 48 (5) (2015)