Concepedia

Vector Clustering

Vector Clustering is a computational method that partitions a set of vectors in a high-dimensional space into groups based on their geometric similarity, distinguishing itself from other clustering techniques by explicitly leveraging vector representations and distance metrics inherent to vector spaces.

62

Publications

4.5K

Citations

161

Authors

58

Institutions

Publications per year

2017–2026

15

Parents

Publications

62

<b>fastcluster</b>: Fast Hierarchical, Agglomerative Clustering Routines for<i>R</i>and<i>Python</i>

Daniel Müllner · Journal of Statistical Software · 2013 · 638 citations · Full text

, , +10

A new vector quantization clustering algorithm

W. Equitz · IEEE Transactions on Acoustics Speech and Signal Processing · 1989 · 406 citations

, , +12

Modern hierarchical, agglomerative clustering algorithms

Daniel Müllner · arXiv (Cornell University) · 2011 · 356 citations · Full text

, , +11

The Faiss Library

Matthijs Douze, Alexandr Guzhva, Chengqi Deng et al. · IEEE Transactions on Big Data · 2025 · 309 citations · Full text

, , +16

A new kernel-based fuzzy clustering approach: support vector clustering with cell growing

Jung-Hsien Chiang, Pei-Yi Hao · IEEE Transactions on Fuzzy Systems · 2003 · 216 citations

, , +16

1–5 of 62

Authors

161

  1. AV
    A. V. Kel’manov

    Sobolev Institute of Mathematics, Russia

    3 publications · 61 citations

    3

    h-index

  2. LH
    Lucas Hosseini

    Université Paris Sciences et Lettres, France

    2 publications · 374 citations

    2

    h-index

  3. GS
    Gergely Szilvasy

    Zillow Group (United States), United States

    2 publications · 374 citations

    2

    h-index

  4. DM
    Daniel Müllner

    Stanford University, United States

    2 publications · 994 citations

    2

    h-index

  5. LB
    Lukáš Burget

    Brno University of Technology, Czechia

    2 publications · 86 citations

    2

    h-index

1–5 of 161

Institutions

58

  1. Sobolev Institute of Mathematics

    Novosibirsk, Russia

    3 h-index

    4 publications

    83 citations

  2. Russian Academy of Sciences

    Moscow, Russia

    1 h-index

    1 publications

    21 citations

  3. University of Central Florida

    Orlando, United States

    1 h-index

    2 publications

    40 citations

  4. Swansea University

    Swansea, United Kingdom

    1 h-index

    4 publications

    116 citations

  5. University of California, Santa Barbara

    Santa Barbara, United States

    1 h-index

    2 publications

    304 citations

  6. Academia Sinica

    Taipei, Taiwan

    1 h-index

    2 publications

    42 citations

  7. Lanzhou Jiaotong University

    Lanzhou, China

    1 h-index

    4 publications

    76 citations

  8. Mae Fah Luang University

    Chiang Rai, Thailand

    1 h-index

    2 publications

    346 citations

1–8 of 58

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 515 citations

    7

    h-index

  2. Expert Systems with Applications

    2 publications · 137 citations

    2

    h-index

  3. Journal of Applied and Industrial Mathematics

    2 publications · 40 citations

    2

    h-index

  4. Pattern Recognition

    2 publications · 75 citations

    2

    h-index

  5. IFAC-PapersOnLine

    1 publications · 15 citations

    1

    h-index

1–5