Concepedia

Divisive Clustering

Divisive Clustering is a hierarchical clustering method that belongs to the class of clustering algorithms, distinguished by its top-down approach of recursively partitioning a single cohesive document set into smaller, disjoint clusters until a stopping criterion is met.

209

Publications

34K

Citations

540

Authors

275

Institutions

Publications per year

2017–2026

49

Variants

Top-down ClusteringTop-down Hierarchical Clustering

Parents

Publications

209

Finding groups in data: an introduction to cluster analysis

Choice Reviews Online · 1991 · 10.6K citations

, , +16

A dendrite method for cluster analysis

T. Calinski, J. Harabasz · Communications in Statistics · 1974 · 6.7K citations

, , +11

A Comprehensive Survey of Clustering Algorithms

Dongkuan Xu, Yingjie Tian · Annals of Data Science · 2015 · 1.9K citations · Full text

, , +14

A Dendrite Method for Cluster Analysis

T. Calinski, J. Harabasz · Communications in Statistics - Simulation and Computation · 1974 · 1.5K citations

, , +11

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

Absalom E. Ezugwu, Abiodun M. Ikotun, Olaide O. Oyelade et al. · Engineering Applications of Artificial Intelligence · 2022 · 882 citations

, , +16

1–5 of 209

Authors

540

  1. TX
    Tengke Xiong

    Université de Sherbrooke, Canada

    5 publications · 149 citations

    5

    h-index

  2. SW
    Shengrui Wang

    Université de Sherbrooke, Canada

    5 publications · 149 citations

    5

    h-index

  3. IS
    Inderjit S. Dhillon

    The University of Texas at Austin, United States

    4 publications · 727 citations

    4

    h-index

  4. LM
    Leonard McMillan

    University of North Carolina at Chapel Hill, United States

    3 publications · 135 citations

    3

    h-index

  5. JZ
    Jingdan Zhang

    Siemens (United States), United States

    3 publications · 135 citations

    3

    h-index

1–5 of 540

Institutions

275

  1. University of Minnesota

    Minneapolis, United States

    6 h-index

    9 publications

    273 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    7 publications

    432 citations

  3. Université de Sherbrooke

    Sherbrooke, Canada

    5 h-index

    14 publications

    476 citations

  4. The University of Texas at Austin

    Austin, United States

    4 h-index

    10 publications

    2.3K citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    4.2K citations

  6. Imperial College London

    London, United Kingdom

    3 h-index

    4 publications

    181 citations

  7. National Academies of Sciences, Engineering, and Medicine

    Washington, United States

    3 h-index

    3 publications

    146 citations

  8. Shenzhen Institutes of Advanced Technology

    Shenzhen, China

    3 h-index

    5 publications

    89 citations

1–8 of 275

Venues

  1. Pattern Recognition

    4 publications · 161 citations

    4

    h-index

  2. BMC Bioinformatics

    4 publications · 84 citations

    4

    h-index

  3. Journal of Classification

    4 publications · 381 citations

    4

    h-index

  4. Journal of Vegetation Science

    JVS · 3 publications · 509 citations

    3

    h-index

  5. IEEE Access

    3 publications · 47 citations

    3

    h-index

1–5