Ma Xiao

496 total citations
26 papers, 392 citations indexed

About

Ma Xiao is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Information Systems. According to data from OpenAlex, Ma Xiao has authored 26 papers receiving a total of 392 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 12 papers in Computational Theory and Mathematics and 9 papers in Information Systems. Recurrent topics in Ma Xiao's work include Rough Sets and Fuzzy Logic (12 papers), Data Mining Algorithms and Applications (8 papers) and Text and Document Classification Technologies (4 papers). Ma Xiao is often cited by papers focused on Rough Sets and Fuzzy Logic (12 papers), Data Mining Algorithms and Applications (8 papers) and Text and Document Classification Technologies (4 papers). Ma Xiao collaborates with scholars based in China, United States and Canada. Ma Xiao's co-authors include Guoyin Wang, Hong Yu, Yiyu Yao, Tianrui Li, Chunhua Ju, Hao Xu, Yun Ling, Bailin Yang, Sung S. Kim and Zuopeng Zhang and has published in prestigious journals such as European Journal of Operational Research, Expert Systems with Applications and Information Sciences.

In The Last Decade

Ma Xiao

24 papers receiving 390 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ma Xiao China	9	322	209	174	96	60	26	392
Jian-Min Ma China	14	548 1.7×	285 1.4×	257 1.5×	147 1.5×	83 1.4×	20	581
Xiaoli He China	9	317 1.0×	132 0.6×	127 0.7×	106 1.1×	41 0.7×	26	347
Xiaofei Deng Canada	7	447 1.4×	227 1.1×	143 0.8×	238 2.5×	38 0.6×	10	517
Ming-Wen Shao China	7	408 1.3×	231 1.1×	242 1.4×	79 0.8×	53 0.9×	13	438
LV Yue-jin China	7	539 1.7×	323 1.5×	270 1.6×	176 1.8×	59 1.0×	37	609
Mostafa K. El-Bably Egypt	16	447 1.4×	75 0.4×	103 0.6×	292 3.0×	46 0.8×	42	528
Anna Maria Radzikowska Poland	5	702 2.2×	274 1.3×	219 1.3×	306 3.2×	51 0.8×	16	758
El-Sayed A. Abo-Tabl Egypt	12	321 1.0×	65 0.3×	69 0.4×	207 2.2×	35 0.6×	27	378
Juzhen Dong Japan	4	207 0.6×	133 0.6×	142 0.8×	23 0.2×	48 0.8×	9	252

Countries citing papers authored by Ma Xiao

Since Specialization

Citations

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

Fields of papers citing papers by Ma Xiao

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ma Xiao

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Xiao, Ma, Hao Xu, & Yi Liu. (2025). Correction to: Dynamic interactive weighted feature selection using fuzzy interaction information. Applied Intelligence. 55(6).

Liu, Yahui, Yang Li, Pu Li, et al.. (2025). A randomized controlled clinical trial to investigate the efficacy and safety of dexmedetomidine in treating postoperative acute pain. Saudi Journal of Anaesthesia. 19(3). 318–326. 1 indexed citations

Zhi, Hu, Haihua Jiang, Ma Xiao, et al.. (2025). Unveiling the Spatiotemporal Dynamics of Global Brain Circulation: A Comprehensive Corpus (2000–2024). Scientific Data. 12(1). 938–938.

Xiao, Ma, et al.. (2024). Class-specific feature selection using neighborhood mutual information with relevance-redundancy weight. Knowledge-Based Systems. 300. 112212–112212. 3 indexed citations

Xiao, Ma, H. Liu, Yi Liu, & Zuopeng Zhang. (2024). Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy. European Journal of Operational Research. 322(1). 215–236. 1 indexed citations

Xiao, Ma, Hao Xu, Yi Liu, & Zuopeng Zhang. (2024). Class-specific feature selection using fuzzy information-theoretic metrics. Engineering Applications of Artificial Intelligence. 136. 109035–109035. 7 indexed citations

Xiao, Ma, Hao Xu, & Chunhua Ju. (2023). Class-specific feature selection via maximal dynamic correlation change and minimal redundancy. Expert Systems with Applications. 229. 120455–120455. 20 indexed citations

Xiao, Ma, et al.. (2023). Multi-label feature selection via maximum dynamic correlation change and minimum label redundancy. Artificial Intelligence Review. 56(S3). 3099–3142. 6 indexed citations

Xiao, Ma, et al.. (2021). A ship target recognition method based on biological visual attention mechanism. 1804. 31–31. 1 indexed citations

10.

Xiao, Ma. (2020). A computational formulation of distribution reducts in probabilistic rough set models. Soft Computing. 24(10). 7093–7111. 2 indexed citations

11.

Xiao, Ma. (2020). Measures associated with granularity and rough approximations in interval-valued information tables based on kernel similarity relations. Information Sciences. 538. 337–357. 11 indexed citations

12.

Xiao, Ma & Yiyu Yao. (2018). Three-way decision perspectives on class-specific attribute reducts. Information Sciences. 450. 227–245. 76 indexed citations

13.

Wang, Guoyin, Ma Xiao, & Hong Yu. (2015). Monotonic uncertainty measures for attribute reduction in probabilistic rough set model. International Journal of Approximate Reasoning. 59. 41–67. 87 indexed citations

14.

Xiao, Ma, Guoyin Wang, Hong Yu, & Tianrui Li. (2014). Decision region distribution preservation reduction in decision-theoretic rough set model. Information Sciences. 278. 614–640. 73 indexed citations

15.

Xiao, Ma. (2011). A Fuzzy DEA Model with Decision-Maker's Preference and Its Application. Journal of Southwest China Normal University. 1 indexed citations

16.

Xiao, Ma & Sung S. Kim. (2011). Revisiting Self-Selection Biases in E-Word-of-Mouth: An Integrated Model and Bayesian Estimation of Multivariate Review Behaviors. Journal of the Association for Information Systems. 3 indexed citations

17.

Xiao, Ma, et al.. (2010). Extended rough set model based on improved complete tolerance relation. Journal of Computer Applications. 30(7). 1873–1877. 2 indexed citations

18.

Xiao, Ma. (2007). An Ontology-based Software Self-adaptation Mechanism. 1 indexed citations

19.

Wang, Wen, et al.. (2006). Design and Analysis For Reliability of Control Function in Substation Automation. 24. 1–4. 1 indexed citations

20.

Xiao, Ma. (2001). An Adaptive Measurement-Based Admission Control Algorithm. 3 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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