Concepedia

Semi-supervised Clustering

Semi-Supervised Clustering is a clustering method that incorporates limited supervision, typically in the form of pairwise constraints or labeled examples, to guide the formation of clusters in otherwise unsupervised data.

605

Publications

29.6K

Citations

2.1K

Authors

758

Institutions

Publications per year

2017–2026

283

Parents

Publications

605

Integrating constraints and metric learning in semi-supervised clustering

Mikhail Bilenko, Sugato Basu, Raymond J. Mooney · 2004 · 851 citations

, , +15

A probabilistic framework for semi-supervised clustering

Sugato Basu, Mikhail Bilenko, Raymond J. Mooney · 2004 · 819 citations

, , +17

Density‐based clustering

Hans‐Peter Kriegel, Peer Kröger, Jörg Sander et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2011 · 810 citations

, , +17

Semi-supervised Clustering by Seeding

Sugato Basu, Arindam Banerjee, Raymond J. Mooney · 2002 · 806 citations

, , +4

A Co-training Approach for Multi-view Spectral Clustering

Abhishek Kumar, Hal Daumé · International Conference on Machine Learning · 2011 · 688 citations

, , +14

1–5 of 605

Authors

2.1K

  1. JH
    Junhui Hou

    City University of Hong Kong, Hong Kong SAR China

    9 publications · 417 citations

    9

    h-index

  2. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    7 publications · 1.2K citations

    9

    h-index

  3. YJ
    Yuheng Jia

    City University of Hong Kong, Hong Kong SAR China

    9 publications · 417 citations

    9

    h-index

  4. LJ
    Licheng Jiao

    Xidian University, China

    8 publications · 304 citations

    8

    h-index

  5. SK
    Sam Kwong

    City University of Hong Kong, Hong Kong SAR China

    8 publications · 382 citations

    8

    h-index

1–5 of 2.1K

Institutions

758

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    15 h-index

    43 publications

    2.1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    32 publications

    1.5K citations

  3. Xidian University

    Xi'an, China

    12 h-index

    37 publications

    1.8K citations

  4. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    21 publications

    1.2K citations

  5. Guangdong University of Technology

    Guangzhou, China

    12 h-index

    36 publications

    1.4K citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    11 h-index

    14 publications

    993 citations

  7. The University of Texas at Austin

    Austin, United States

    11 h-index

    26 publications

    9.1K citations

  8. Northwestern Polytechnical University

    Xi'an, China

    11 h-index

    24 publications

    3K citations

1–8 of 758

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 20 publications · 1.2K citations

    20

    h-index

  2. 14

    h-index

  3. Pattern Recognition

    12 publications · 822 citations

    13

    h-index

  4. IEEE Access

    14 publications · 479 citations

    13

    h-index

  5. IEEE Transactions on Cybernetics

    13 publications · 573 citations

    12

    h-index

1–5