Husheng Guo

21 papers A* 2Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A new data complexity measure for multi-class imbalanced classification tasks.
Pattern Recognit.
Mingming Han, Husheng Guo, Wenjian Wang
2025 J jnl
Accelerating the convergence of concept drift based on knowledge transfer.
Pattern Recognit.
Husheng Guo, Zhijie Wu, Qiaoyan Ren, Wenjian Wang
2025 J jnl
Adaptive interactive network component ensemble for streaming data with concept drift.
Data Min. Knowl. Discov.
Husheng Guo, Zhijie Wu, Zhengqi Liu, Shuai Zhang, Wenjian Wang
2025 A* conf
Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios?
ICML
Wendong Zheng, Junyang Chen, Husheng Guo, Wenjian Wang
2025 A* conf
Directional Label Diffusion Model for Learning from Noisy Labels.
CVPR
Senyu Hou, Gaoxia Jiang, Jia Zhang, Shangrong Yang, Husheng Guo, Yaqing Guo, Wenjian Wang
2025 J jnl
Motion Deep Association for spatio-temporal object tracking.
Pattern Recognit.
Husheng Guo, Xihao Du, Wenjian Wang
2025 J jnl
Rethinking Oversampling With Class Alliance Constraints From Data Complexity Perspective.
IEEE Trans. Knowl. Data Eng.
Mingming Han, Husheng Guo, Gaoxia Jiang, Wenjian Wang
2024 J jnl
Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift.
IEEE Trans. Knowl. Data Eng.
Husheng Guo, Yang Zhang, Wenjian Wang
2024 J jnl
Elastic online deep learning for dynamic streaming data.
Inf. Sci.
Rui Su, Husheng Guo, Wenjian Wang
2024 J jnl
Online concept evolution detection based on active learning.
Data Min. Knowl. Discov.
Husheng Guo, Hai Li, Lu Cong, Wenjian Wang
2023 J jnl
Concept drift detection and accelerated convergence of online learning.
Knowl. Inf. Syst.
Husheng Guo, Hai Li, Ni Sun, Qiaoyan Ren, Aijuan Zhang, Wenjian Wang
2023 J jnl
Concept evolution detection based on noise reduction soft boundary.
Inf. Sci.
Husheng Guo, Haosen Xia, Hai Li, Wenjian Wang
2023 J jnl
Global-local information based oversampling for multi-class imbalanced data.
Int. J. Mach. Learn. Cybern.
Mingming Han, Husheng Guo, Jinyan Li, Wenjian Wang
2022 J jnl
Concept drift type identification based on multi-sliding windows.
Inf. Sci.
Husheng Guo, Hai Li, Qiaoyan Ren, Wenjian Wang
2021 J jnl
A reliable KNN filling approach for incomplete interval-valued data.
Eng. Appl. Artif. Intell.
Xiaobo Qi, Husheng Guo, Wenjian Wang
2021 J jnl
Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift.
Neural Networks
Husheng Guo, Shuai Zhang, Wenjian Wang
2020 J jnl
An Interval-Valued Data Classification Method Based on the Unified Representation Frame.
IEEE Access
Xiaobo Qi, Husheng Guo, Zadorozhnyi Artem, Wenjian Wang
2020 J jnl
An accelerator for online SVM based on the fixed-size KKT window.
Eng. Appl. Artif. Intell.
Husheng Guo, Aijuan Zhang, Wenjian Wang
2019 J jnl
Granular support vector machine: a review.
Artif. Intell. Rev.
Husheng Guo, Wenjian Wang
2016 J jnl
Support vector machine based on hierarchical and dynamical granulation.
Neurocomputing
Husheng Guo, Wenjian Wang
2015 J jnl
An active learning-based SVM multi-class classification model.
Pattern Recognit.
Husheng Guo, Wenjian Wang