Concepedia

Document Clustering

Document Clustering is a text analytics technique that groups unlabeled documents into coherent clusters based on semantic similarity, distinguishing itself from classification by operating without predefined labels.

7.4K

Publications

599.1K

Citations

14.9K

Authors

3.2K

Institutions

Publications per year

2017–2026

2K

Parents

Children

Publications

7.4K

Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.4K citations

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Introduction to information retrieval

Choice Reviews Online · 2009 · 12.6K citations

, , +16

A tutorial on spectral clustering

Ulrike von Luxburg · Statistics and Computing · 2007 · 10.3K citations · Full text

, , +10

Data clustering: 50 years beyond K-means

Anil K. Jain · Pattern Recognition Letters · 2009 · 9.2K citations

, , +12

Algorithms for Clustering Data

Warren S. Sarle, Anil K. Jain, Richard C. Dubes · Technometrics · 1990 · 7.8K citations

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1–5 of 7.4K

Authors

14.9K

  1. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    51 publications · 2.8K citations

    33

    h-index

  2. WP
    Witold Pedrycz

    University of Alberta, Canada

    33 publications · 2.1K citations

    24

    h-index

  3. JC
    James C. Bezdek

    University of West Florida, United States

    26 publications · 13.2K citations

    21

    h-index

  4. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    28 publications · 3.1K citations

    21

    h-index

  5. XL
    Xinwang Liu

    National University of Defense Technology, China

    28 publications · 1.9K citations

    21

    h-index

1–5 of 14.9K

Institutions

3.2K

  1. Tsinghua University

    Beijing, China

    39 h-index

    167 publications

    10.5K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    38 h-index

    191 publications

    9.2K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    38 h-index

    168 publications

    9.7K citations

  4. Chinese Academy of Sciences

    Beijing, China

    38 h-index

    184 publications

    17.2K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    34 h-index

    138 publications

    16.2K citations

  6. Nanyang Technological University

    Singapore, Singapore

    34 h-index

    168 publications

    6.5K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    34 h-index

    146 publications

    11.7K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    33 h-index

    154 publications

    12.7K citations

1–8 of 3.2K

Venues

  1. Pattern Recognition

    301 publications · 29.2K citations

    86

    h-index

  2. Expert Systems with Applications

    198 publications · 14.6K citations

    64

    h-index

  3. Information Sciences

    194 publications · 11.3K citations

    55

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 105 publications · 12.9K citations

    52

    h-index

  5. Knowledge-Based Systems

    134 publications · 8.4K citations

    50

    h-index

1–5