An active learning-based SVM multi-class classification model. - Husheng Guo; Wenjian Wang (Pattern Recognit., 2015)

Support vector machine based on hierarchical and dynamical granulation. - Husheng Guo; Wenjian Wang (Neurocomputing, 2016)

Granular support vector machine: a review. - Husheng Guo; Wenjian Wang (Artif. Intell. Rev., 2019)

An Interval-Valued Data Classification Method Based on the Unified Representation Frame. - Xiaobo Qi; Husheng Guo; Zadorozhnyi Artem; Wenjian Wang (IEEE Access, 2020)

An accelerator for online SVM based on the fixed-size KKT window. - Husheng Guo; Aijuan Zhang; Wenjian Wang (Eng. Appl. Artif. Intell., 2020)

A reliable KNN filling approach for incomplete interval-valued data. - Xiaobo Qi; Husheng Guo; Wenjian Wang (Eng. Appl. Artif. Intell., 2021)

Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift. - Husheng Guo; Shuai Zhang; Wenjian Wang (Neural Networks, 2021)

Concept drift type identification based on multi-sliding windows. - Husheng Guo; Hai Li; Qiaoyan Ren; Wenjian Wang (Inf. Sci., 2022)

Concept drift detection and accelerated convergence of online learning. - Husheng Guo; Hai Li; Ni Sun; Qiaoyan Ren; Aijuan Zhang; Wenjian Wang (Knowl. Inf. Syst., 2023)

Concept evolution detection based on noise reduction soft boundary. - Husheng Guo; Haosen Xia; Hai Li; Wenjian Wang (Inf. Sci., 2023)

Global-local information based oversampling for multi-class imbalanced data. - Mingming Han; Husheng Guo; Jinyan Li; Wenjian Wang (Int. J. Mach. Learn. Cybern., 2023)

Elastic online deep learning for dynamic streaming data. - Rui Su; Husheng Guo; Wenjian Wang (Inf. Sci., 2024)

Online concept evolution detection based on active learning. - Husheng Guo; Hai Li; Lu Cong; Wenjian Wang (Data Min. Knowl. Discov., 2024)

Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift. - Husheng Guo; Yang Zhang; Wenjian Wang (IEEE Trans. Knowl. Data Eng., 2024)

Directional Label Diffusion Model for Learning from Noisy Labels. - Senyu Hou; Gaoxia Jiang; Jia Zhang; Shangrong Yang; Husheng Guo; Yaqing Guo; Wenjian Wang (CVPR, 2025)

Motion Deep Association for spatio-temporal object tracking. - Husheng Guo; Xihao Du; Wenjian Wang (Pattern Recognit., 2025)

Accelerating the convergence of concept drift based on knowledge transfer. - Husheng Guo; Zhijie Wu; Qiaoyan Ren; Wenjian Wang (Pattern Recognit., 2025)

A new data complexity measure for multi-class imbalanced classification tasks. - Mingming Han; Husheng Guo; Wenjian Wang (Pattern Recognit., 2025)

Adaptive interactive network component ensemble for streaming data with concept drift. - Husheng Guo; Zhijie Wu; Zhengqi Liu; Shuai Zhang; Wenjian Wang (Data Min. Knowl. Discov., 2025)