Huanjing Wang

2.4k total citations · 1 hit paper
62 papers, 1.8k citations indexed

About

Huanjing Wang is a scholar working on Information Systems, Artificial Intelligence and Software. According to data from OpenAlex, Huanjing Wang has authored 62 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Information Systems, 26 papers in Artificial Intelligence and 22 papers in Software. Recurrent topics in Huanjing Wang's work include Software Engineering Research (24 papers), Software Reliability and Analysis Research (21 papers) and Imbalanced Data Classification Techniques (13 papers). Huanjing Wang is often cited by papers focused on Software Engineering Research (24 papers), Software Reliability and Analysis Research (21 papers) and Imbalanced Data Classification Techniques (13 papers). Huanjing Wang collaborates with scholars based in United States, China and Australia. Huanjing Wang's co-authors include Taghi M. Khoshgoftaar, Zong‐Huai Liu, Zhibin Lei, Xiuxia Sun, Kehan Gao, Naeem Seliya, Amri Napolitano, John Hancock, Qianxin Liang and Liqin Dang and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Advanced Functional Materials.

In The Last Decade

Huanjing Wang

58 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods

2024 153 citations Huanjing Wang, Qianxin Liang et al. Journal Of Big Data profile →

Peers

Huanjing Wang

EOMM

EEE

SOFTW

Zhimin He China

Bo Zhou China

Brian S. Mitchell United States

Xiaoyan Li China

Siqi Ma China

Yanming Yang China

Xiaoxue Wu China

Zhixia Zhang China

Lin Yang China

Zhimin He China

Huanjing Wang

312 ×0.5

EOMM

405 ×0.7

EEE

377 ×0.7

322 ×0.8

SOFTW

105 ×0.3

Citations per year, relative to Huanjing Wang Huanjing Wang (= 1×) peers Zhimin He

Countries citing papers authored by Huanjing Wang

Since Specialization

Citations

This map shows the geographic impact of Huanjing Wang'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 Huanjing Wang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Huanjing Wang more than expected).

Fields of papers citing papers by Huanjing Wang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Huanjing Wang. 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 Huanjing Wang. The network helps show where Huanjing Wang may publish in the future.

Co-authorship network of co-authors of Huanjing Wang

This figure shows the co-authorship network connecting the top 25 collaborators of Huanjing Wang. A scholar is included among the top collaborators of Huanjing Wang 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 Huanjing Wang. Huanjing Wang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Wang, Huanjing, Qianxin Liang, John Hancock, & Taghi M. Khoshgoftaar. (2024). Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods. Journal Of Big Data. 11(1). 153 indexed citations breakdown →

Hancock, John, Huanjing Wang, Taghi M. Khoshgoftaar, & Qianxin Liang. (2024). Data reduction techniques for highly imbalanced medicare Big Data. Journal Of Big Data. 11(1). 21 indexed citations

Wang, Huanjing, John Hancock, & Taghi M. Khoshgoftaar. (2024). Improving Credit Card Fraud Detection with Data Reduction Approaches. International Journal of Reliability Quality and Safety Engineering. 31(4).

Hancock, John, Richard A. Bauder, Huanjing Wang, & Taghi M. Khoshgoftaar. (2023). Explainable machine learning models for Medicare fraud detection. Journal Of Big Data. 10(1). 15 indexed citations

Guo, Jin‐He, et al.. (2023). Endovascular brachytherapy with iodine-125 seed strand for extensive portal vein tumor thrombus in patients with hepatocellular carcinoma. Frontiers in Oncology. 13. 1201381–1201381. 1 indexed citations

Zhang, Jian, et al.. (2023). Triple combination of HAIC-FO plus tyrosine kinase inhibitors and immune checkpoint inhibitors for advanced hepatocellular carcinoma: A systematic review and meta-analysis. PLoS ONE. 18(10). e0290644–e0290644. 4 indexed citations

Kang, Liping, Gaini Zhang, Yunlong Bai, et al.. (2020). Two-Dimensional Nanosheet Hole Strategy and Their Assembled Materials for Supercapacitor Application. Acta Physico-Chimica Sinica. 36(2). 1905032–0. 13 indexed citations

Zhang, Ling, Li Zhang, Huixiang Liu, et al.. (2018). Inhibition of Epac2 Attenuates Neural Cell Apoptosis and Improves Neurological Deficits in a Rat Model of Traumatic Brain Injury. Frontiers in Neuroscience. 12. 263–263. 18 indexed citations

Lü, Ming, Weichun He, Feng Wen, & Huanjing Wang. (2017). Effects of lumboperitoneal shunt and ventriculoperitoneal shunt in the treatment of post-traumatic hydrocephalus. 33(9). 839–843. 1 indexed citations

10.

Huang, Yulin, Huanjing Wang, Qiang Fu, et al.. (2017). Role of BCL2L10 in regulating buffalo ( Bubalus bubalis ) oocyte maturation. Theriogenology. 110. 1–7. 4 indexed citations

11.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Amri Napolitano. (2014). Choosing the Best Classification Performance Metric for Wrapper-based Software Metric Selection for Defect Prediction.. Software Engineering and Knowledge Engineering. 540–545. 1 indexed citations

12.

Wang, Huanjing, Taghi M. Khoshgoftaar, Randall Wald, & Amri Napolitano. (2013). A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data.. Software Engineering and Knowledge Engineering. 467–472. 6 indexed citations

13.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Qianhui Liang. (2013). A STUDY OF SOFTWARE METRIC SELECTION TECHNIQUES: STABILITY ANALYSIS AND DEFECT PREDICTION MODEL PERFORMANCE. International Journal of Artificial Intelligence Tools. 22(5). 1360010–1360010. 13 indexed citations

14.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Amri Napolitano. (2013). An Empirical Study on Wrapper-Based Feature Selection for Software Engineering Data. 1. 84–89. 1 indexed citations

15.

Wang, Huanjing, Taghi M. Khoshgoftaar, Randall Wald, & Amri Napolitano. (2012). A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques. TopSCHOLAR (Western Kentucky University). 3. 1–8. 9 indexed citations

16.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Naeem Seliya. (2011). How Many Software Metrics Should be Selected for Defect Prediction. The Florida AI Research Society. 40 indexed citations

17.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Amri Napolitano. (2011). An Empirical Study of Software Metrics Selection Using Support Vector Machine.. Software Engineering and Knowledge Engineering. 83–88. 11 indexed citations

18.

Wang, Huanjing, et al.. (2011). Stability and Classification Performance of Feature Selection Techniques. 151–156. 4 indexed citations

19.

Wang, Huanjing, Taghi M. Khoshgoftaar, & Kehan Gao. (2010). Ensemble Feature Selection Technique for Software Quality Classification.. Software Engineering and Knowledge Engineering. 124(9). 215–220. 14 indexed citations

20.

Wang, Huanjing, et al.. (2009). A Novel Hybrid Search Algorithm for Feature Selection. International Conference on Software Engineering. 81–86. 7 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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