Concepedia

Evolutionary Clustering

Evolutionary Clustering is a computational framework within evolutionary computation that dynamically groups data instances into clusters over time by iteratively applying evolutionary operators such as selection, mutation, and recombination to optimize cluster quality and adapt to changes in data distribution.

346

Publications

16.3K

Citations

907

Authors

450

Institutions

Publications per year

2017–2026

104

Parents

Publications

346

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

An Evolutionary Approach to Multiobjective Clustering

Julia Handl, Joshua Knowles · IEEE Transactions on Evolutionary Computation · 2007 · 715 citations

, , +15

Evolutionary clustering

Deepayan Chakrabarti, Ravi Kumar, Andrew Tomkins · 2006 · 657 citations

, , +12

Genetic clustering for automatic evolution of clusters and application to image classification

Sanghamitra Bandyopadhyay, Ujjwal Maulik · Pattern Recognition · 2002 · 436 citations

, , +14

Clustering with a genetically optimized approach

Lawrence Hall, İbrahim Burak Özyurt, James C. Bezdek · IEEE Transactions on Evolutionary Computation · 1999 · 413 citations

, , +16

1–5 of 346

Authors

907

  1. LJ
    Licheng Jiao

    Xidian University, China

    8 publications · 270 citations

    8

    h-index

  2. ER
    Eduardo R. Hruschka

    Universidade de São Paulo, Brazil

    8 publications · 1.2K citations

    8

    h-index

  3. RJ
    Ricardo J. G. B. Campello

    Universidade de São Paulo, Brazil

    7 publications · 977 citations

    7

    h-index

  4. CP
    Clara Pizzuti

    Institute for High Performance Computing and Networking, Italy

    7 publications · 523 citations

    7

    h-index

  5. MG
    Maoguo Gong

    Xidian University, China

    6 publications · 172 citations

    6

    h-index

1–5 of 907

Institutions

450

  1. Xidian University

    Xi'an, China

    14 h-index

    55 publications

    1.9K citations

  2. Indian Statistical Institute

    Kolkata, India

    9 h-index

    14 publications

    1.7K citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    8 h-index

    20 publications

    3.3K citations

  4. National Research Council

    Rome, Italy

    6 h-index

    16 publications

    1K citations

  5. Shaanxi Normal University

    Xi'an, China

    6 h-index

    9 publications

    308 citations

  6. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    9 publications

    334 citations

  7. Universidade Católica de Santos

    Santos, Brazil

    5 h-index

    13 publications

    517 citations

  8. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    321 citations

1–8 of 450

Venues

  1. Expert Systems with Applications

    9 publications · 352 citations

    9

    h-index

  2. Knowledge-Based Systems

    6 publications · 154 citations

    7

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 681 citations

    6

    h-index

  4. IEEE Transactions on Evolutionary Computation

    6 publications · 1.3K citations

    6

    h-index

  5. Soft Computing

    5 publications · 163 citations

    5

    h-index

1–5