Husheng Guo

517 total citations
26 papers, 361 citations indexed

About

Husheng Guo is a scholar working on Artificial Intelligence, Control and Systems Engineering and Safety, Risk, Reliability and Quality. According to data from OpenAlex, Husheng Guo has authored 26 papers receiving a total of 361 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 7 papers in Control and Systems Engineering and 5 papers in Safety, Risk, Reliability and Quality. Recurrent topics in Husheng Guo's work include Data Stream Mining Techniques (9 papers), Advanced Algorithms and Applications (6 papers) and Geoscience and Mining Technology (5 papers). Husheng Guo is often cited by papers focused on Data Stream Mining Techniques (9 papers), Advanced Algorithms and Applications (6 papers) and Geoscience and Mining Technology (5 papers). Husheng Guo collaborates with scholars based in China and Australia. Husheng Guo's co-authors include Wenjian Wang, Hai Li, Hongyan Cao, Yanhong Luo, Chunying Song, Yanbo Zhang, Jinyan Li, Wenjian Wang, Yang Zhang and Xiaoxiao Du and has published in prestigious journals such as PLoS ONE, IEEE Access and Pattern Recognition.

In The Last Decade

Husheng Guo

21 papers receiving 353 citations

Peers

Husheng Guo
Zahra Asghari Varzaneh Iran
Lili He China
Yifan Li China
Harun Bingöl Türkiye
Feng Tan China
Zhuoning Yuan United States
Daniele Zambon Italy
Rémi Domingues France
Anika Schumann Australia
Mohamed Jaward Bah China
Zahra Asghari Varzaneh Iran
Husheng Guo
Citations per year, relative to Husheng Guo Husheng Guo (= 1×) peers Zahra Asghari Varzaneh

Countries citing papers authored by Husheng Guo

Since Specialization
Citations

This map shows the geographic impact of Husheng Guo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Husheng Guo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Husheng Guo more than expected).

Fields of papers citing papers by Husheng Guo

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Husheng Guo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Husheng Guo. The network helps show where Husheng Guo may publish in the future.

Co-authorship network of co-authors of Husheng Guo

This figure shows the co-authorship network connecting the top 25 collaborators of Husheng Guo. A scholar is included among the top collaborators of Husheng Guo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Husheng Guo. Husheng Guo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Guo, Husheng, Xiaoxiao Du, & Wenjian Wang. (2025). Motion Deep Association for spatio-temporal object tracking. Pattern Recognition. 168. 111787–111787.
2.
Guo, Husheng, et al.. (2024). A new data complexity measure for multi-class imbalanced classification tasks. Pattern Recognition. 157. 110881–110881. 4 indexed citations
3.
Guo, Husheng, et al.. (2024). Elastic online deep learning for dynamic streaming data. Information Sciences. 676. 120799–120799.
4.
Guo, Husheng, et al.. (2024). Accelerating the convergence of concept drift based on knowledge transfer. Pattern Recognition. 159. 111145–111145. 1 indexed citations
5.
Guo, Husheng, Hai Li, Cong Lu, & Wenjian Wang. (2024). Online concept evolution detection based on active learning. Data Mining and Knowledge Discovery. 38(4). 1589–1633.
6.
Guo, Husheng, Yang Zhang, & Wenjian Wang. (2024). Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift. IEEE Transactions on Knowledge and Data Engineering. 36(12). 8023–8036. 3 indexed citations
7.
Guo, Husheng, et al.. (2023). Concept evolution detection based on noise reduction soft boundary. Information Sciences. 628. 391–408. 3 indexed citations
8.
Guo, Husheng, et al.. (2022). Concept drift detection and accelerated convergence of online learning. Knowledge and Information Systems. 65(3). 1005–1043. 7 indexed citations
9.
Guo, Husheng, et al.. (2022). Global-local information based oversampling for multi-class imbalanced data. International Journal of Machine Learning and Cybernetics. 14(6). 2071–2086. 14 indexed citations
10.
Guo, Husheng, et al.. (2021). Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift. Neural Networks. 142. 437–456. 47 indexed citations
11.
Guo, Husheng, et al.. (2021). A reliable KNN filling approach for incomplete interval-valued data. Engineering Applications of Artificial Intelligence. 100. 104175–104175. 20 indexed citations
12.
Guo, Husheng, et al.. (2021). Concept Drift Class Detection Based on TimeWindow. 1. 2 indexed citations
13.
Guo, Husheng, et al.. (2020). An Interval-Valued Data Classification Method Based on the Unified Representation Frame. IEEE Access. 8. 17002–17012. 9 indexed citations
14.
Luo, Yanhong, et al.. (2017). Predicting congenital heart defects: A comparison of three data mining methods. PLoS ONE. 12(5). e0177811–e0177811. 49 indexed citations
15.
Guo, Husheng & Wenjian Wang. (2017). Granular support vector machine: a review. Artificial Intelligence Review. 51(1). 19–32. 40 indexed citations
16.
Guo, Husheng & Wenjian Wang. (2016). Support vector machine based on hierarchical and dynamical granulation. Neurocomputing. 211. 22–33. 6 indexed citations
17.
Guo, Husheng & Wenjian Wang. (2014). Dynamical Granular Support Vector Regression Machine. Journal of Software. 24(11). 2535–2547. 2 indexed citations
18.
Guo, Husheng. (2012). A Multi-Classification SVM Algorithm Based on Data Relationship. Journal of Shanxi University. 1 indexed citations
19.
Guo, Husheng. (2010). Research on Minimum Resolvable Temperature Difference Automatic Test Method of the Thermal Imaging System. Infrared Technology. 2 indexed citations
20.
Guo, Husheng. (2009). Granular Support Vector Machine Learning Model. Journal of Shanxi University. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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