Concepedia

Kernel Clustering

Kernel Clustering is a clustering method that belongs to the class of kernel-based learning techniques, distinguished by its use of a kernel function to map input data into a higher-dimensional feature space where nonlinear cluster structures can be identified more effectively.

404

Publications

21.4K

Citations

1K

Authors

450

Institutions

Publications per year

2017–2026

179

Variants

Kernel-based Clustering

Parents

Publications

404

Text Mining Infrastructure in<i>R</i>

Ingo Feinerer, Kurt Hornik, David Meyer · Journal of Statistical Software · 2008 · 1.1K citations · Full text

, , +10

Mercer kernel-based clustering in feature space

Mark Girolami · IEEE Transactions on Neural Networks · 2002 · 904 citations

, , +16

A survey of kernel and spectral methods for clustering

Maurizio Filippone, Francesco Camastra, Francesco Masulli et al. · Pattern Recognition · 2007 · 829 citations

, , +12

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

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

, , +13

Multiple Kernel Fuzzy Clustering

Hsin-Chien Huang, Yung‐Yu Chuang, Chu‐Song Chen · IEEE Transactions on Fuzzy Systems · 2011 · 412 citations

, , +12

1–5 of 404

Authors

1K

  1. XL
    Xinwang Liu

    National University of Defense Technology, China

    25 publications · 1.7K citations

    20

    h-index

  2. JA
    Johan A. K. Suykens

    KU Leuven, Belgium

    20 publications · 665 citations

    16

    h-index

  3. EZ
    En Zhu

    National University of Defense Technology, China

    15 publications · 1.2K citations

    15

    h-index

  4. RL
    Rocco Langone

    KU Leuven, Belgium

    14 publications · 544 citations

    12

    h-index

  5. JY
    Jianping Yin

    National University of Defense Technology, China

    10 publications · 935 citations

    10

    h-index

1–5 of 1K

Institutions

450

  1. National University of Defense Technology

    Changsha, China

    21 h-index

    119 publications

    7.7K citations

  2. KU Leuven

    Leuven, Belgium

    16 h-index

    63 publications

    2.2K citations

  3. Nanjing University of Science and Technology

    Nanjing, China

    11 h-index

    31 publications

    2.2K citations

  4. Southwest University of Science and Technology

    Mianyang, China

    10 h-index

    29 publications

    1.4K citations

  5. China University of Geosciences

    Wuhan, China

    8 h-index

    18 publications

    801 citations

  6. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    20 publications

    996 citations

  7. University of Alberta

    Edmonton, Canada

    7 h-index

    11 publications

    1.2K citations

  8. Dalian University of Technology

    Dalian, China

    7 h-index

    15 publications

    574 citations

1–8 of 450

Venues

  1. Pattern Recognition

    15 publications · 1.5K citations

    14

    h-index

  2. Neurocomputing

    14 publications · 556 citations

    13

    h-index

  3. Expert Systems with Applications

    11 publications · 537 citations

    11

    h-index

  4. IEEE Transactions on Fuzzy Systems

    TFS · 11 publications · 1.4K citations

    11

    h-index

  5. Information Sciences

    10 publications · 544 citations

    10

    h-index

1–5