Concepedia

Cluster Number Selection

Cluster Number Selection is a methodological process in spatial clustering that determines the optimal number of clusters by distinguishing underlying spatial patterns from noise through statistical, computational, or heuristic criteria.

282

Publications

24K

Citations

1K

Authors

417

Institutions

Publications per year

2017–2026

91

Parents

Publications

282

An Examination of Procedures for Determining the Number of Clusters in a Data Set

Glenn W. Milligan, Martha C. Cooper · Psychometrika · 1985 · 3.9K citations

, , +8

<b>NbClust</b>: An<i>R</i>Package for Determining the Relevant Number of Clusters in a Data Set

Malika Charrad, Nadia Ghazzali, Véronique Boiteau et al. · Journal of Statistical Software · 2014 · 2.8K citations · Full text

, , +14

Finding the Number of Clusters in a Dataset

Catherine A. Sugar, Gareth James · Journal of the American Statistical Association · 2003 · 819 citations

, , +14

Cluster Quality Analysis Using Silhouette Score

Ketan Shahapure, Charles Nicholas · 2020 · 811 citations · Full text

, , +13

Determining the number of clusters/segments in hierarchical clustering/segmentation algorithms

Stan Salvador, Philip K. Chan · 2005 · 681 citations

, , +13

1–5 of 282

Authors

1K

  1. YC
    Yiu‐ming Cheung

    Hong Kong Baptist University, Hong Kong SAR China

    4 publications · 490 citations

    4

    h-index

  2. JL
    Jialei Liu

    Anyang Normal University, China

    3 publications · 457 citations

    3

    h-index

  3. MC
    Malika Charrad

    Centre d'études et de recherche en informatique et communications, France

    3 publications · 2.9K citations

    3

    h-index

  4. WW
    Wen Wang

    Kunming University of Science and Technology, China

    3 publications · 457 citations

    3

    h-index

  5. YB
    Younès Bennani

    Université Sorbonne Paris Nord, France

    3 publications · 64 citations

    3

    h-index

1–5 of 1K

Institutions

417

  1. Hong Kong Baptist University

    Hong Kong, Hong Kong

    6 h-index

    11 publications

    1.3K citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    8 publications

    223 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    7 publications

    345 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    18 publications

    635 citations

  5. University of Missouri

    Columbia, United States

    4 h-index

    9 publications

    846 citations

  6. Harbin Institute of Technology

    Harbin, China

    4 h-index

    10 publications

    165 citations

  7. Beijing Institute of Big Data Research

    Beijing, China

    3 h-index

    7 publications

    240 citations

  8. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    3 publications

    125 citations

1–8 of 417

Venues

  1. Pattern Recognition

    6 publications · 1K citations

    6

    h-index

  2. IEEE Access

    6 publications · 178 citations

    6

    h-index

  3. Pattern Recognition Letters

    5 publications · 393 citations

    5

    h-index

  4. Procedia Computer Science

    5 publications · 172 citations

    5

    h-index

  5. IEEE Transactions on Neural Networks

    3 publications · 273 citations

    3

    h-index

1–5