Concepedia

Active Clustering

Active Clustering is a clustering paradigm that actively selects and queries informative data points or pairwise constraints to improve clustering performance, differing from passive clustering by incorporating human or oracle feedback during the clustering process.

77

Publications

5.7K

Citations

216

Authors

90

Institutions

Publications per year

2017–2026

22

Parents

Publications

77

Active learning using pre-clustering

Hieu T. Nguyen, A.W.M. Smeulders · 2004 · 653 citations · Full text

, , +14

Active Semi-Supervision for Pairwise Constrained Clustering

Sugato Basu, Arindam Banerjee, Raymond J. Mooney · 2004 · 600 citations

, , +15

From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering

Dan Klein, Sepandar Kamvar, Christopher D. Manning · 2002 · 523 citations

, , +16

A Comparative Study into Distributed Load Balancing Algorithms for Cloud Computing

Martin Randles, David Lamb, A. Taleb-Bendiab · 2010 · 476 citations

, , +17

A spatio-temporal active-fire clustering approach for global burned area mapping at 250 m from MODIS data

Joshua Lizundia-Loiola, Gonzalo Otón, Rubén Ramo et al. · Remote Sensing of Environment · 2019 · 403 citations · Full text

, , +12

1–5 of 77

Authors

216

  1. JM
    Joachim M. Buhmann

    ETH Zurich, Switzerland

    3 publications · 112 citations

    3

    h-index

  2. CX
    Caiming Xiong

    Salesforce (United States), United States

    2 publications · 101 citations

    3

    h-index

  3. NL
    Nicolas Labroche

    Sorbonne Université, France

    3 publications · 68 citations

    3

    h-index

  4. VV
    Viet-Vu Vu

    Vietnam National University, Hanoi, Vietnam

    3 publications · 68 citations

    3

    h-index

  5. PZ
    Peng Zhou

    Anhui University, China

    2 publications · 61 citations

    2

    h-index

1–5 of 216

Institutions

90

  1. University of Bonn

    Bonn, Germany

    4 h-index

    6 publications

    200 citations

  2. Institute of Software

    Beijing, China

    2 h-index

    2 publications

    61 citations

  3. Cardiff University

    Cardiff, United Kingdom

    2 h-index

    2 publications

    67 citations

  4. Nankai University

    Tianjin, China

    2 h-index

    8 publications

    268 citations

  5. The University of Texas at Dallas

    Richardson, United States

    2 h-index

    3 publications

    86 citations

  6. Liverpool John Moores University

    Liverpool, United Kingdom

    2 h-index

    6 publications

    1.5K citations

  7. Chongqing University of Posts and Telecommunications

    Chongqing, China

    2 h-index

    5 publications

    865 citations

  8. LIP6

    Paris, France

    2 h-index

    6 publications

    168 citations

1–8 of 90

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 125 citations

    4

    h-index

  2. Pattern Recognition

    3 publications · 236 citations

    3

    h-index

  3. Expert Systems with Applications

    2 publications · 142 citations

    2

    h-index

  4. Remote Sensing

    2 publications · 74 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 291 citations

    2

    h-index

1–5