Concepedia

Zhexue Huang

ZH

10

Publications

3.8K

Citations

10

H-Index

1992

Active since

Affiliations

University of Hong Kong(Current)

Commonwealth Scientific and Industrial Research Organisation

Shenzhen University

Zhexue Huang is an author at University of Hong Kong specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryPattern RecognitionText MiningComputer ScienceManagementFrequent Pattern MiningBig Data

Publications per year

1992–2020

10

Publications

10

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

Zhexue Huang · Data Mining and Knowledge Discovery · 1998 · 2.4K citations

A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining.

Zhexue Huang · 1997 · 550 citations

Engineering, Clustering Cost Function, Pattern Mining +23

A fuzzy k-modes algorithm for clustering categorical data

Zhexue Huang, Michael K. Ng · IEEE Transactions on Fuzzy Systems · 1999 · 478 citations

Fuzzy K-means Algorithm, Document Clustering, Fuzzy K-modes Algorithm +12

FP-outlier: Frequent pattern based outlier detection

Zengyou He, Xiaofei Xu, Zhexue Huang et al. · Computer Science and Information Systems · 2005 · 188 citations · Full text

Knowledge Discovery In Databases, Anomaly Detection, Frequent Pattern Mining +15

A Note on K-modes Clustering

Zhexue Huang, Michael K. Ng · Journal of Classification · 2003 · 69 citations

Cluster Computing, Document Clustering, Engineering +5

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