Concepedia

Shape-constrained Clustering

Shape-Constrained Clustering is a spatial clustering method that incorporates explicit geometric or topological constraints on the form of clusters to ensure they conform to predefined shape criteria such as compactness, connectivity, or regularity.

10

Publications

209

Citations

24

Authors

15

Institutions

Publications per year

2017–2026

4

Parents

Publications

10

An Adaptive Clustering Method Using a Geometric Shape for Vehicle Routing Problems with Time Windows

Sam R. Thangiah · international conference on Genetic algorithms · 1995 · 45 citations

, , +17

A new approach to clustering data with arbitrary shapes

Mu‐Chun Su, Yichun Liu · Pattern Recognition · 2005 · 30 citations

, , +12

Circular shape constrained fuzzy clustering (CiscFC) for nucleus segmentation in Pap smear images

Ratna Saha, Mariusz Bajger, Gobert Lee · Computers in Biology and Medicine · 2017 · 26 citations

, , +14

Geometrical codification for clustering mixed categorical and numerical databases

Fàtima Barceló-Rico, José-Luis Díez · Journal of Intelligent Information Systems · 2011 · 21 citations · Full text

, , +13

Parsimonious formulations for low-diameter clusters

Hosseinali Salemi, Austin Buchanan · Mathematical Programming Computation · 2020 · 19 citations

, , +8

1–5 of 10

Authors

24

  1. WK
    Wang Kay Ngai

    University of Hong Kong, Hong Kong SAR China

    1 publications · 16 citations

    1

    h-index

  2. MB
    Mariusz Bajger

    Flinders University, Australia

    1 publications · 26 citations

    1

    h-index

  3. YL
    Yichun Liu

    Northeast Normal University, China

    1 publications · 30 citations

    1

    h-index

  4. MS
    Mu‐Chun Su

    National Central University, Taiwan

    1 publications · 30 citations

    1

    h-index

  5. SR
    Sam R. Thangiah

    Slippery Rock University, United States

    1 publications · 45 citations

    1

    h-index

1–5 of 24

Institutions

15

  1. University of Hong Kong

    Pok Fu Lam, Hong Kong

    1 h-index

    6 publications

    96 citations

  2. Oklahoma State University

    Stillwater, United States

    1 h-index

    2 publications

    38 citations

  3. University of Rome Tor Vergata

    Rome, Italy

    1 h-index

    1 publications

    17 citations

  4. Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria

    Rome, Italy

    1 h-index

    1 publications

    17 citations

  5. National Central University

    Taoyuan City, Taiwan

    1 h-index

    2 publications

    60 citations

  6. Geometric (India)

    Mumbai, India

    1 h-index

    1 publications

    12 citations

  7. Azienda USL di Pescara

    Pescara, Italy

    1 h-index

    1 publications

    17 citations

  8. Universitat Politècnica de València

    Valencia, Spain

    1 h-index

    2 publications

    42 citations

1–8 of 15

Venues

  1. 1

    h-index

  2. Computer-Aided Design and Applications

    1 publications · 12 citations

    1

    h-index

  3. Mathematical Programming Computation

    1 publications · 19 citations

    1

    h-index

  4. Applied Geography

    1 publications · 13 citations

    1

    h-index

  5. Information Systems

    1 publications · 16 citations

    1

    h-index

1–5