Concepedia

Pattern Discovery

Pattern Discovery is the systematic identification of recurring structures, trends, or relationships within time series data through exploratory analytical techniques to reveal inherent temporal dynamics not captured by formal models.

1.1K

Publications

75K

Citations

2.6K

Authors

993

Institutions

Publications per year

2017–2026

242

Parents

Publications

1.1K

Using dynamic time warping to find patterns in time series

Donald J. Berndt, James Clifford · Knowledge Discovery and Data Mining · 1994 · 2.9K citations

, , +14

Metagenes and molecular pattern discovery using matrix factorization

Jean-Philippe Brunet, Pablo Tamayo, Todd R. Golub et al. · Proceedings of the National Academy of Sciences · 2004 · 2.3K citations · Full text

, , +13

Web usage mining

Jaideep Srivastava, Robert Cooley, Mukund Deshpande et al. · ACM SIGKDD Explorations Newsletter · 2000 · 2.1K citations

, , +8

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Wei Li et al. · Data Mining and Knowledge Discovery · 2007 · 1.6K citations

, , +12

Discovery of Frequent Episodes in Event Sequences

Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo · Data Mining and Knowledge Discovery · 1997 · 1.4K citations

, , +13

1–5 of 1.1K

Authors

2.6K

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    45 publications · 7.4K citations

    35

    h-index

  2. JL
    Jessica Lin

    George Mason University, United States

    18 publications · 3.2K citations

    16

    h-index

  3. AM
    Abdullah Mueen

    University of New Mexico, United States

    15 publications · 2.7K citations

    15

    h-index

  4. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    14 publications · 2.3K citations

    14

    h-index

  5. VR
    Vangipuram Radhakrishna

    Vignana Jyothi Institute of Management, India

    12 publications · 531 citations

    12

    h-index

1–5 of 2.6K

Institutions

993

  1. University of California, Riverside

    Riverside, United States

    35 h-index

    151 publications

    27.2K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    19 h-index

    52 publications

    4.4K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    31 publications

    2.4K citations

  4. George Mason University

    Fairfax, United States

    16 h-index

    38 publications

    3.4K citations

  5. IBM (United States)

    Armonk, United States

    16 h-index

    45 publications

    3.4K citations

  6. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    14 h-index

    37 publications

    3.1K citations

  7. Tsinghua University

    Beijing, China

    13 h-index

    35 publications

    1.4K citations

  8. University of Waterloo

    Waterloo, Canada

    13 h-index

    40 publications

    1.1K citations

1–8 of 993

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 39 publications · 4.1K citations

    29

    h-index

  2. Data Mining and Knowledge Discovery

    19 publications · 2.7K citations

    18

    h-index

  3. Information Sciences

    16 publications · 543 citations

    14

    h-index

  4. Expert Systems with Applications

    20 publications · 750 citations

    14

    h-index

  5. arXiv (Cornell University)

    Repository · 17 publications · 730 citations

    14

    h-index

1–5