Concepedia

Partitional Clustering

Partitional Clustering is a document clustering method that divides a set of documents into non-overlapping subsets by assigning each document to exactly one cluster based on similarity metrics, without creating hierarchical structures.

194

Publications

13.8K

Citations

477

Authors

273

Institutions

Publications per year

2017–2026

43

Variants

Non-hierarchical Clustering

Parents

Publications

194

A probabilistic framework for semi-supervised clustering

Sugato Basu, Mikhail Bilenko, Raymond J. Mooney · 2004 · 819 citations

, , +17

A Survey of Evolutionary Algorithms for Clustering

Eduardo R. Hruschka, Ricardo J. G. B. Campello, Alex A. Freitas et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2009 · 753 citations

, , +13

Automatic Clustering Using an Improved Differential Evolution Algorithm

Swagatam Das, Ajith Abraham, Amit Konar · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2007 · 730 citations

, , +15

A survey on nature inspired metaheuristic algorithms for partitional clustering

Satyasai Jagannath Nanda, Ganapati Panda · Swarm and Evolutionary Computation · 2014 · 572 citations

, , +12

Evaluation of hierarchical clustering algorithms for document datasets

Ying Zhao, George Karypis · 2002 · 553 citations · Full text

, , +12

1–5 of 194

Authors

477

  1. AT
    Andrea Tagarelli

    University of Calabria, Italy

    4 publications · 121 citations

    4

    h-index

  2. GK
    George Karypis

    University of Minnesota, United States

    4 publications · 695 citations

    4

    h-index

  3. TL
    Tao Li

    Florida International University, United States

    3 publications · 149 citations

    3

    h-index

  4. YZ
    Ying Zhao

    University of Minnesota, United States

    3 publications · 661 citations

    3

    h-index

  5. WP
    Wei Pang

    Jilin University, China

    3 publications · 76 citations

    3

    h-index

1–5 of 477

Institutions

273

  1. The University of Texas at Austin

    Austin, United States

    5 h-index

    15 publications

    4.3K citations

  2. University of Minnesota

    Minneapolis, United States

    4 h-index

    9 publications

    1.5K citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    4 h-index

    6 publications

    2.4K citations

  4. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    537 citations

  5. University of Calabria

    Rende, Italy

    4 h-index

    7 publications

    216 citations

  6. Shenzhen University

    Shenzhen, China

    3 h-index

    8 publications

    548 citations

  7. Beijing Jiaotong University

    Beijing, China

    3 h-index

    4 publications

    248 citations

  8. Jilin University

    Changchun, China

    3 h-index

    6 publications

    152 citations

1–8 of 273

Venues

  1. 4

    h-index

  2. Pattern Recognition

    4 publications · 134 citations

    4

    h-index

  3. 3

    h-index

  4. BMC Bioinformatics

    3 publications · 121 citations

    3

    h-index

  5. 3

    h-index

1–5