Concepedia

Dynamic Time Warping

Dynamic Time Warping is a dynamic-programming-based time series similarity measure that computes the minimal cumulative distance between two sequences by optimally and nonlinearly aligning (warping) their time indices to allow local stretching and compression in the presence of temporal misalignment or differing lengths.

1.2K

Publications

88K

Citations

3.3K

Authors

1.2K

Institutions

Publications per year

2017–2026

444

Variants

Dtw

Parents

Children

Publications

1.2K

Dynamic programming algorithm optimization for spoken word recognition

Hiroaki Sakoe, Seibi Chiba · IEEE Transactions on Acoustics Speech and Signal Processing · 1978 · 6.5K citations

, , +14

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

Exact indexing of dynamic time warping

Eamonn Keogh, Chotirat Ann Ratanamahatana · Knowledge and Information Systems · 2004 · 1.9K citations

, , +7

Toward accurate dynamic time warping in linear time and space

Stan Salvador, Philip K. Chan · Intelligent Data Analysis · 2007 · 1.7K citations

, , +7

Robust and fast similarity search for moving object trajectories

Lei Chen, M. TAMER ÖZSU, Vincent Oria · 2005 · 1.3K citations

, , +13

1–5 of 1.2K

Authors

3.3K

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    37 publications · 10.5K citations

    32

    h-index

  2. LR
    L. R. Rabiner

    AT&T (United States), United States

    13 publications · 1.9K citations

    13

    h-index

  3. AM
    Abdullah Mueen

    University of New Mexico, United States

    11 publications · 2.1K citations

    11

    h-index

  4. CA
    Chotirat Ann Ratanamahatana

    Chulalongkorn University, Thailand

    12 publications · 4.2K citations

    11

    h-index

  5. FP
    François Petitjean

    Monash University, Australia

    11 publications · 2.2K citations

    11

    h-index

1–5 of 3.3K

Institutions

1.2K

  1. University of California, Riverside

    Riverside, United States

    28 h-index

    95 publications

    23.8K citations

  2. Chinese Academy of Sciences

    Beijing, China

    17 h-index

    70 publications

    2.4K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    53 publications

    1.9K citations

  4. Stanford University

    Stanford, United States

    13 h-index

    33 publications

    2.5K citations

  5. University of Alberta

    Edmonton, Canada

    13 h-index

    17 publications

    1.2K citations

  6. Monash University

    Melbourne, Australia

    12 h-index

    25 publications

    2.2K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    18 publications

    2.2K citations

  8. Harbin Institute of Technology

    Harbin, China

    10 h-index

    29 publications

    1.7K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 29 publications · 2.4K citations

    21

    h-index

  2. IEEE Access

    24 publications · 908 citations

    18

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 17 publications · 3.4K citations

    17

    h-index

  4. Sensors

    22 publications · 1.5K citations

    17

    h-index

  5. 16

    h-index

1–5