Zhexue Huang

4.0k total citations · 1 hit paper
15 papers, 2.4k citations indexed

About

Zhexue Huang is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Zhexue Huang has authored 15 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 8 papers in Information Systems and 6 papers in Signal Processing. Recurrent topics in Zhexue Huang's work include Data Mining Algorithms and Applications (6 papers), Advanced Clustering Algorithms Research (4 papers) and Data Management and Algorithms (3 papers). Zhexue Huang is often cited by papers focused on Data Mining Algorithms and Applications (6 papers), Advanced Clustering Algorithms Research (4 papers) and Data Management and Algorithms (3 papers). Zhexue Huang collaborates with scholars based in China, Hong Kong and Australia. Zhexue Huang's co-authors include Michael K. Ng, Zengyou He, Xiaofei Xu, Shengchun Deng, Graham Williams, Yunming Ye, Per Svensson, Hans Hauska, Qing Li and Chenxin Zhang and has published in prestigious journals such as IEEE Transactions on Fuzzy Systems, Data Mining and Knowledge Discovery and Journal of Classification.

In The Last Decade

Zhexue Huang

15 papers receiving 2.2k citations

Hit Papers

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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.

Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

1998 1.6k citations Zhexue Huang Data Mining and Knowledge Discovery profile →

Peers

Countries citing papers authored by Zhexue Huang

Since Specialization

Citations

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

Fields of papers citing papers by Zhexue Huang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhexue Huang

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

All Works

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15 of 15 papers shown

#	Work	Indexed citations
1	A Novel Maximum Mean Discrepancy-Based Semi-Supervised Learning Algorithm 2021 ·Mathematics ·(unknown), Yulin He, Zhexue Huang	2
2	A new approximate method for mining frequent itemsets from big data 2020 ·Computer Science and Information Systems ·(unknown), Zhexue Huang, (unknown), (unknown), (unknown), (unknown)	4
3	EAN 2019 ·(unknown), Qing Li, Zhexue Huang, Junjie Li	9
4	Customer segmentation based on RFM purchase tree 2017 ·Ming Yong, Wenbin Zhang, Zhexue Huang, Xiaojun Chen	1
5	Optimization of green agri-food supply chain network using chaotic PSO algorithm 2013 ·Qian Tao, Zhexue Huang, (unknown), Chenxin Zhang	8
6	Distrim: Parallel GMM learning on multicore cluster 2012 ·(unknown), (unknown), Tao Chen, Zhexue Huang, Shengzhong Feng	3
7	Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification 2012 ·2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology ·(unknown), Yunming Ye, Xiaofeng Zhang, Zhexue Huang, Shudong Chen, Zhi Liu	3
8	A Cluster Tree Method For Text Categorization 2011 ·Procedia Engineering ·(unknown), Yunming Ye, (unknown), Zhexue Huang	9
9	FP-outlier: Frequent pattern based outlier detection 2005 ·Computer Science and Information Systems ·Zengyou He, Xiaofei Xu, Zhexue Huang, Shengchun Deng	126
10	A Note on K-modes Clustering 2003 ·Journal of Classification ·Zhexue Huang, Michael K. Ng	38
11	A fuzzy k-modes algorithm for clustering categorical data 1999 ·IEEE Transactions on Fuzzy Systems ·Zhexue Huang, Michael K. Ng	330
12	Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values breakdown → 1998 ·Data Mining and Knowledge Discovery ·Zhexue Huang	1550
13	A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining. 1997 ·Zhexue Huang	343
14	A Case Study in Knowledge Acquisition for Insurance Risk Assessment using a KDD Methodology 1996 ·Graham Williams, Zhexue Huang	10
15	Solving spatial analysis problems with GeoSAL, a spatial query language 1992 ·Zhexue Huang, Per Svensson, Hans Hauska	8

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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