Concepedia

Kernel-based Cluster Detection

Kernel-Based Cluster Detection is a cluster detection method that employs kernel functions to map data into higher-dimensional spaces where clusters are more discernible, distinguishing itself from other methods by leveraging kernel-induced similarity measures to identify non-linearly separable groupings.

71

Publications

4K

Citations

222

Authors

135

Institutions

Publications per year

2017–2026

24

Parents

Publications

71

Support vector clustering

Asa Ben‐Hur, D. Horn, Hava T. Siegelmann et al. · 2002 · 1.4K citations

, , +17

Kernel density estimation and K-means clustering to profile road accident hotspots

Tessa Kate Anderson · Accident Analysis & Prevention · 2009 · 756 citations

, , +13

Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study

Daniel Graves, Witold Pedrycz · Fuzzy Sets and Systems · 2009 · 356 citations

, , +15

Detecting traffic accident clusters with network kernel density estimation and local spatial statistics: an integrated approach

Zhixiao Xie, Jun Yan · Journal of Transport Geography · 2013 · 255 citations

, , +17

Robust multiple kernel K-means using ℓ 2;1 -norm

Liang Du, Peng Zhou, Lei Shi et al. · 2015 · 153 citations

, , +15

1–5 of 71

Authors

222

  1. RL
    Rocco Langone

    KU Leuven, Belgium

    2 publications · 69 citations

    2

    h-index

  2. AD
    Anne Denton

    North Dakota State University, United States

    2 publications · 57 citations

    2

    h-index

  3. JA
    Johan A. K. Suykens

    KU Leuven, Belgium

    2 publications · 69 citations

    2

    h-index

  4. ZZ
    Zhou Zhou

    University of Toronto, Canada

    2 publications · 82 citations

    2

    h-index

  5. RM
    Raghvendra Mall

    Hamad bin Khalifa University, Qatar

    2 publications · 69 citations

    2

    h-index

1–5 of 222

Institutions

135

  1. KU Leuven

    Leuven, Belgium

    2 h-index

    6 publications

    207 citations

  2. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    2 publications

    156 citations

  3. Institute of Software

    Beijing, China

    2 h-index

    6 publications

    789 citations

  4. University of Technology Malaysia

    Johor Bahru, Malaysia

    2 h-index

    4 publications

    85 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    3 publications

    105 citations

  6. Harvard University

    Cambridge, United States

    2 h-index

    3 publications

    269 citations

  7. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    9 publications

    375 citations

  8. University of Calcutta

    Kolkata, India

    2 h-index

    4 publications

    78 citations

1–8 of 135

Venues

  1. Information Sciences

    2 publications · 184 citations

    2

    h-index

  2. Pattern Recognition Letters

    2 publications · 103 citations

    2

    h-index

  3. 2

    h-index

  4. Expert Systems with Applications

    2 publications · 106 citations

    2

    h-index

  5. 2

    h-index

1–5