Husheng Guo - Publications, H-index & Citations

Husheng Guo

Shanxi University

11H指数

41论文数

517被引数

收录论文 14

发表时间

EEdgeGNN: A local enhanced dynamic graph neural network with edge change perception EEdgeGNN：一种具有边变化感知的局部增强动态图神经网络

Pattern Recognition

IF7.6

2026-08-01

PREAI

Guo, Husheng; Cui, Zhilin; Zhang, Xufei; Wang, Wenjian

Shift-level regulated continual test-time adaptation framework 时序级调控的持续测试时间自适应框架

Data Mining and Knowledge Discovery

IF4.3

2026-07-02

PREAI

Rui Su; Hang Xu; Wendong Zheng; Husheng Guo; Wenjian Wang

Multi-Objective Joint Optimization of Deep Network: For Online Learning of Streaming Data With Concept Drift 深度网络的多目标联合优化：面向概念漂移的流数据在线学习

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-06-04

PREAI

Husheng Guo; Jingnan Su; Cong Shen; Wenjian Wang

Adaptive interactive network component ensemble for streaming data with concept drift 自适应交互式网络组件集成方法用于具有概念漂移的流数据

Data Mining and Knowledge Discovery

IF4.3

2025-07-10

PREAI

Husheng Guo; Zhijie Wu; ZhengQi Liu; Shuai Zhang; Wenjian Wang

Accelerating the convergence of concept drift based on knowledge transfer 基于知识转移的概念漂移加速收敛

PATTERN RECOGNITION

IF7.6

2025-03-01

PREAI

Guo, Husheng; Wu, Zhijie; Ren, Qiaoyan; Wang, Wenjian

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

PATTERN RECOGNITION

IF7.6

2025-01-01

PREAI

Han, Mingming; Guo, Husheng; Wang, Wenjian

Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Guo, Husheng; Zhang, Yang; Wang, Wenjian

Global-local information based oversampling for multi-class imbalanced data 基于全局-局部信息的多类不平衡数据过采样

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2022-12-21

PREAI

Han, Mingming; Guo, Husheng; Li, Jinyan; Wang, Wenjian

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

NEURAL NETWORKS

IF6.3

2021-10-01

PREAI

Guo, Husheng; Zhang, Shuai; Wang, Wenjian

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

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Qi, Xiaobo; Guo, Husheng; Artem, Zadorozhnyi; Wang, Wenjian

Support vector machine based on hierarchical and dynamical granulation

NEUROCOMPUTING

IF6.5

2016-10-01

PREAI

Guo, Husheng; Wang, Wenjian

An active learning-based SVM multi-class classification model 一种基于主动学习的SVM多类分类模型

PATTERN RECOGNITION

IF7.6

2015-05-01

PREAI

Guo, Husheng; Wang, Wenjian

Granular support vector machine based on mixed measure

NEUROCOMPUTING

IF6.5

2013-02-01

PREAI

Wang Wenjian; Guo Husheng; Jia Yuanfeng; Bi Jingye

Rethinking Oversampling With Class Alliance Constraints From Data Complexity Perspective 从数据复杂度角度重新思考带类别联盟约束的上采样

IEEE Transactions on Knowledge and Data Engineering

IF10.4

PREAI

Mingming Han; Husheng Guo; Gaoxia Jiang; Wenjian Wang

研究方向