Concepedia

Cluster Analysis For Segmentation

Cluster Analysis for Segmentation is a statistical classification method that partitions a population into distinct subgroups based on attitudinal similarities, distinguishing itself by identifying naturally occurring clusters in consumer data to enable targeted segmentation strategies.

435

Publications

21.9K

Citations

1.3K

Authors

532

Institutions

Publications per year

2017–2026

175

Parents

Publications

435

Fuzzy c-means clustering with spatial information for image segmentation

Keh-Shih Chuang, Hong-Long Tzeng, Sharon Chen et al. · Computerized Medical Imaging and Graphics · 2005 · 1.3K citations

, , +13

Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation

Weiling Cai, Songcan Chen, Daoqiang Zhang · Pattern Recognition · 2006 · 1.1K citations

, , +13

Image segmentation by clustering

G.B. Coleman, Harry C. Andrews · Proceedings of the IEEE · 1979 · 573 citations

, , +13

Determination of Number of Clusters in K-Means Clustering and Application in Colour Image Segmentation

Sid Ray, Rose H Turi · International Conference on Advances in Pattern Recognition · 2000 · 544 citations

, , +13

Alternatives to the k-means algorithm that find better clusterings

Greg Hamerly, Charles Elkan · 2002 · 425 citations · Full text

, , +12

1–5 of 435

Authors

1.3K

  1. FZ
    Feng Zhao

    Xi’an University of Posts and Telecommunications, China

    6 publications · 378 citations

    6

    h-index

  2. SD
    Sara Dolničar

    The University of Queensland, Australia

    5 publications · 361 citations

    5

    h-index

  3. RK
    R.J. Kuo

    National Taiwan University of Science and Technology, Taiwan

    4 publications · 174 citations

    4

    h-index

  4. CQ
    Cai Qiuru

    Jiangsu University of Technology, China

    3 publications · 52 citations

    3

    h-index

  5. FL
    Friedrich Leisch

    BOKU University, Austria

    3 publications · 227 citations

    3

    h-index

1–5 of 1.3K

Institutions

532

  1. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    10 publications

    473 citations

  2. Sidi Mohamed Ben Abdellah University

    Fes, Morocco

    4 h-index

    12 publications

    587 citations

  3. Xi’an University of Posts and Telecommunications

    Xi'an, China

    4 h-index

    7 publications

    290 citations

  4. Northwestern Polytechnical University

    Xi'an, China

    4 h-index

    7 publications

    134 citations

  5. King Mongkut's Institute of Technology Ladkrabang

    Bangkok, Thailand

    4 h-index

    10 publications

    235 citations

  6. Sapienza University of Rome

    Rome, Italy

    4 h-index

    10 publications

    458 citations

  7. Xidian University

    Xi'an, China

    4 h-index

    12 publications

    629 citations

  8. Indian Statistical Institute

    Kolkata, India

    3 h-index

    6 publications

    202 citations

1–8 of 532

Venues

  1. Pattern Recognition

    10 publications · 1.9K citations

    10

    h-index

  2. British Food Journal

    8 publications · 344 citations

    8

    h-index

  3. Expert Systems with Applications

    8 publications · 489 citations

    8

    h-index

  4. Applied Soft Computing

    8 publications · 596 citations

    8

    h-index

  5. Journal of Marketing Research

    7 publications · 453 citations

    7

    h-index

1–5