Concepedia

Vector Space Clustering

Vector Space Clustering is a clustering methodology that organizes texts into groups based on their relative positions in a multidimensional vector space, where each dimension corresponds to a textual feature and similarity is measured geometrically.

74

Publications

3.3K

Citations

222

Authors

106

Institutions

Publications per year

2017–2026

20

Parents

Publications

74

Learning atoms for materials discovery

Quan Zhou, Peizhe Tang, Shenxiu Liu et al. · Proceedings of the National Academy of Sciences · 2018 · 198 citations · Full text

, , +17

Optimal cluster preserving embedding of nonmetric proximity data

Volker Röth, Julian Laub, Motoaki Kawanabe et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 176 citations

, , +12

Efficient Phrase-Based Document Similarity for Clustering

Hung Chim, Xiaotie Deng · IEEE Transactions on Knowledge and Data Engineering · 2008 · 158 citations

, , +15

Clustering large datasets in arbitrary metric spaces

Venkatesh Ganti, Raghu Ramakrishnan, Johannes Gehrke et al. · 1999 · 155 citations

, , +10

Word Sense Discrimination by Clustering Contexts in Vector and Similarity Spaces

Amruta Purandare, Ted Pedersen · 2004 · 153 citations

, , +16

1–5 of 74

Authors

222

  1. WS
    Wei Song

    North China University of Technology, China

    3 publications · 56 citations

    3

    h-index

  2. SC
    Soon Cheol Park

    Chung-Ang University, South Korea

    2 publications · 40 citations

    2

    h-index

  3. CG
    Clayton Greenberg

    Saarland University, Germany

    2 publications · 41 citations

    2

    h-index

  4. AS
    Asad Sayeed

    Saarland University, Germany

    2 publications · 41 citations

    2

    h-index

  5. VD
    Vera Demberg

    Saarland University, Germany

    2 publications · 41 citations

    2

    h-index

1–5 of 222

Institutions

106

  1. Jeonbuk National University

    Jeonju, South Korea

    3 h-index

    6 publications

    114 citations

  2. Embry–Riddle Aeronautical University

    Daytona, United States

    2 h-index

    2 publications

    140 citations

  3. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    5 publications

    260 citations

  4. University of Zakho

    Zakho, Iraq

    2 h-index

    3 publications

    45 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    808 citations

  6. Saarland University

    Saarbrücken, Germany

    2 h-index

    6 publications

    123 citations

  7. Prince Sattam Bin Abdulaziz University

    Al Kharj, Saudi Arabia

    2 h-index

    3 publications

    217 citations

  8. Communication University of China

    Beijing, China

    2 h-index

    6 publications

    123 citations

1–8 of 106

Venues

  1. Knowledge and Information Systems

    3 publications · 136 citations

    3

    h-index

  2. PubMed

    Repository · 2 publications · 75 citations

    2

    h-index

  3. IEEE Access

    2 publications · 133 citations

    2

    h-index

  4. 2

    h-index

  5. 2

    h-index

1–5