Concepedia

Distributional Clustering

Distributional Clustering is a computational method that partitions data instances into coherent groups based on the statistical similarity of their distributional representations derived from contextual usage patterns.

72

Publications

8.1K

Citations

178

Authors

78

Institutions

Publications per year

2017–2026

16

Parents

Publications

72

Automatic retrieval and clustering of similar words

Dekang Lin · 1998 · 1.6K citations · Full text

, , +16

Distributional clustering of English words

Fernando Pereira, Naftali Tishby, Lillian Lee · 1993 · 995 citations · Full text

, , +15

Distributional clustering of words for text classification

Lee D. Baker, Andrew Kachites McCallum · 1998 · 683 citations

, , +13

Automatic retrieval and clustering of similar words

Dekang Lin · Proceedings of the 17th international conference on Computational linguistics - · 1998 · 552 citations · Full text

, , +16

A divisive information theoretic feature clustering algorithm for text classification

Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar · 2003 · 513 citations

, , +16

1–5 of 72

Authors

178

  1. NT
    Naftali Tishby

    Hebrew University of Jerusalem, Israel

    5 publications · 1.8K citations

    5

    h-index

  2. RB
    Ron Bekkerman

    University of Massachusetts Amherst, United States

    4 publications · 787 citations

    4

    h-index

  3. DL
    Dekang Lin

    University of Alberta, Canada

    3 publications · 2.1K citations

    3

    h-index

  4. RE
    Ran El‐Yaniv

    Technion – Israel Institute of Technology, Israel

    3 publications · 514 citations

    3

    h-index

  5. IS
    Inderjit S. Dhillon

    The University of Texas at Austin, United States

    3 publications · 654 citations

    3

    h-index

1–5 of 178

Institutions

78

  1. Hebrew University of Jerusalem

    Jerusalem, Israel

    5 h-index

    6 publications

    2.3K citations

  2. Technion – Israel Institute of Technology

    Haifa, Israel

    3 h-index

    7 publications

    1.3K citations

  3. Pennsylvania State University

    State College, United States

    3 h-index

    9 publications

    404 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    5 publications

    567 citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    4 publications

    397 citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    4 publications

    756 citations

  7. AT&T (United States)

    Bedminster, United States

    2 h-index

    5 publications

    1.2K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    1.4K citations

1–8 of 78

Venues

  1. Information Sciences

    2 publications · 33 citations

    2

    h-index

  2. 1

    h-index

  3. Estuarine Coastal and Shelf Science

    1 publications · 52 citations

    1

    h-index

  4. Apollo (University of Cambridge)

    Repository · 1 publications · 77 citations

    1

    h-index

  5. 1

    h-index

1–5