Concepedia

Time Series Pattern Recognition

Time Series Pattern Recognition is a systematic methodology within the broader field of pattern recognition that specializes in identifying temporal structures, recurring sequences, and dynamic dependencies in ordered data through time-aware models and feature extraction techniques.

1.1K

Publications

83.7K

Citations

2.9K

Authors

1K

Institutions

Publications per year

2017–2026

446

Parents

Publications

1.1K

Backpropagation through time: what it does and how to do it

Paul J. Werbos · Proceedings of the IEEE · 1990 · 4.9K citations

, , +13

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

Fast subsequence matching in time-series databases

Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos · 1994 · 1.7K citations · Full text

, , +13

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

InceptionTime: Finding AlexNet for time series classification

Data Mining and Knowledge Discovery · 2020 · 1.4K citations · Full text

, , +9

1–5 of 1.1K

Authors

2.9K

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    48 publications · 10.5K citations

    38

    h-index

  2. JL
    Jessica Lin

    George Mason University, United States

    15 publications · 2.7K citations

    13

    h-index

  3. AB
    Anthony Bagnall

    University of East Anglia, United Kingdom

    14 publications · 2.5K citations

    13

    h-index

  4. AM
    Abdullah Mueen

    University of New Mexico, United States

    12 publications · 1.7K citations

    11

    h-index

  5. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    10 publications · 1.2K citations

    10

    h-index

1–5 of 2.9K

Institutions

1K

  1. University of California, Riverside

    Riverside, United States

    33 h-index

    117 publications

    24.1K citations

  2. Monash University

    Melbourne, Australia

    17 h-index

    46 publications

    17.2K citations

  3. George Mason University

    Fairfax, United States

    13 h-index

    27 publications

    3.4K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    25 publications

    2.8K citations

  5. South China University of Technology

    Guangzhou, China

    12 h-index

    44 publications

    1.9K citations

  6. Shandong University

    Jinan, China

    12 h-index

    39 publications

    1.4K citations

  7. Tsinghua University

    Beijing, China

    12 h-index

    21 publications

    1K citations

  8. University of California, Los Angeles

    Los Angeles, United States

    11 h-index

    27 publications

    2.5K citations

1–8 of 1K

Venues

  1. Data Mining and Knowledge Discovery

    30 publications · 9.5K citations

    28

    h-index

  2. Expert Systems with Applications

    32 publications · 1.5K citations

    24

    h-index

  3. Information Sciences

    28 publications · 2K citations

    21

    h-index

  4. Knowledge-Based Systems

    19 publications · 1.2K citations

    18

    h-index

  5. Applied Soft Computing

    18 publications · 971 citations

    18

    h-index

1–5