Husheng Guo

According to our database, Husheng Guo authored at least 14 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A new data complexity measure for multi-class imbalanced classification tasks.

Mingming Han, Husheng Guo, Wenjian Wang

Pattern Recognit., 2025

2024

Online concept evolution detection based on active learning.

Husheng Guo, Hai Li, Lu Cong, Wenjian Wang

Data Min. Knowl. Discov., July, 2024

Elastic online deep learning for dynamic streaming data.

Rui Su, Husheng Guo, Wenjian Wang

Inf. Sci., 2024

2023

Global-local information based oversampling for multi-class imbalanced data.

Mingming Han, Husheng Guo, Jinyan Li, Wenjian Wang

Int. J. Mach. Learn. Cybern., June, 2023

Concept evolution detection based on noise reduction soft boundary.

Husheng Guo, Haosen Xia, Hai Li, Wenjian Wang

Inf. Sci., May, 2023

Concept drift detection and accelerated convergence of online learning.

Husheng Guo, Hai Li, Ni Sun, Qiaoyan Ren, Aijuan Zhang, Wenjian Wang

Knowl. Inf. Syst., March, 2023

2022

Concept drift type identification based on multi-sliding windows.

Husheng Guo, Hai Li, Qiaoyan Ren, Wenjian Wang

Inf. Sci., 2022

2021

Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift.

Husheng Guo, Shuai Zhang, Wenjian Wang

Neural Networks, 2021

A reliable KNN filling approach for incomplete interval-valued data.

Xiaobo Qi, Husheng Guo, Wenjian Wang

Eng. Appl. Artif. Intell., 2021

2020

An accelerator for online SVM based on the fixed-size KKT window.

Husheng Guo, Aijuan Zhang, Wenjian Wang

Eng. Appl. Artif. Intell., 2020

An Interval-Valued Data Classification Method Based on the Unified Representation Frame.

Xiaobo Qi, Husheng Guo, Zadorozhnyi Artem, Wenjian Wang

IEEE Access, 2020

2019

Granular support vector machine: a review.

Husheng Guo, Wenjian Wang

Artif. Intell. Rev., 2019

2016

Support vector machine based on hierarchical and dynamical granulation.

Husheng Guo, Wenjian Wang

Neurocomputing, 2016

2015

An active learning-based SVM multi-class classification model.

Husheng Guo, Wenjian Wang

Pattern Recognit., 2015