Concepedia

Online Clustering

Online Clustering is a dynamic document clustering approach that iteratively assigns incoming documents to clusters in a single pass, without prior knowledge of the total dataset, thereby distinguishing itself from batch clustering methods by its sequential and incremental processing of textual data.

258

Publications

11.5K

Citations

698

Authors

305

Institutions

Publications per year

2017–2026

84

Variants

Incremental Clustering

Parents

Publications

258

Using Social Media to Enhance Emergency Situation Awareness

Jie Yin, Andrew Lampert, Mark Cameron et al. · IEEE Intelligent Systems · 2012 · 653 citations

, , +17

Contrastive Clustering

Yunfan Li, Peng Hu, Zitao Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 613 citations · Full text

, , +15

Learning similarity metrics for event identification in social media

Hila Becker, Mor Naaman, Luis Gravano · 2010 · 388 citations

, , +16

Hierarchical Clustering of Time-Series Data Streams

Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso · IEEE Transactions on Knowledge and Data Engineering · 2008 · 255 citations

, , +17

Online clustering of parallel data streams

Jürgen Beringer, Eyke Hüllermeier · Data & Knowledge Engineering · 2005 · 241 citations

, , +14

1–5 of 258

Authors

698

  1. PA
    Plamen Angelov

    Lancaster University, United Kingdom

    9 publications · 424 citations

    9

    h-index

  2. YB
    Yevgeniy Bodyanskiy

    Kharkiv National University of Radio Electronics, Ukraine

    7 publications · 157 citations

    7

    h-index

  3. OK
    Oleksii K. Tyshchenko

    Kharkiv National University of Radio Electronics, Ukraine

    7 publications · 157 citations

    7

    h-index

  4. JC
    James C. Bezdek

    University of West Florida, United States

    6 publications · 229 citations

    6

    h-index

  5. ZH
    Zhengbing Hu

    Central China Normal University, China

    5 publications · 113 citations

    5

    h-index

1–5 of 698

Institutions

305

  1. Lancaster University

    Lancaster, United Kingdom

    10 h-index

    17 publications

    827 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    13 publications

    697 citations

  3. Kharkiv National University of Radio Electronics

    Kharkiv, Ukraine

    7 h-index

    18 publications

    400 citations

  4. Tokyo Institute of Technology

    Tokyo, Japan

    6 h-index

    11 publications

    306 citations

  5. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    14 publications

    952 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    10 publications

    667 citations

  7. Central China Normal University

    Wuhan, China

    5 h-index

    5 publications

    113 citations

  8. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    10 publications

    672 citations

1–8 of 305

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 245 citations

    7

    h-index

  2. IEEE Transactions on Fuzzy Systems

    TFS · 7 publications · 441 citations

    7

    h-index

  3. Neurocomputing

    5 publications · 163 citations

    5

    h-index

  4. Data & Knowledge Engineering

    DKE · 4 publications · 382 citations

    4

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 470 citations

    4

    h-index

1–5