Concepedia

Multivariate Dynamic Time Warping

Multivariate Dynamic Time Warping is a distance measurement method that extends the Dynamic Time Warping technique to align and compare multivariate time series by jointly considering temporal misalignments across multiple dimensions.

32

Publications

1.8K

Citations

111

Authors

71

Institutions

Publications per year

2017–2026

16

Parents

Publications

32

Learning a Mahalanobis Distance-Based Dynamic Time Warping Measure for Multivariate Time Series Classification

Jiangyuan Mei, Meizhu Liu, Yuan-Fang Wang et al. · IEEE Transactions on Cybernetics · 2015 · 177 citations

, , +13

Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition

Skyler Seto, Wenyu Zhang, Yichen Zhou · 2015 · 158 citations

, , +16

Multivariate time series classification with parametric derivative dynamic time warping

Tomasz Górecki, Maciej Łuczak · Expert Systems with Applications · 2014 · 146 citations

, , +13

Correlation based dynamic time warping of multivariate time series

Zoltán Bankó, János Abonyi · Expert Systems with Applications · 2012 · 144 citations

, , +13

Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping

Alex H. Williams, Ben Poole, Niru Maheswaranathan et al. · Neuron · 2019 · 112 citations · Full text

, , +16

1–5 of 32

Authors

111

  1. YZ
    Yichen Zhou

    National University of Singapore, Singapore

    2 publications · 189 citations

    2

    h-index

  2. SI
    Stephen I. Ryu

    Stanford University, United States

    2 publications · 127 citations

    2

    h-index

  3. DH
    David H. Brann

    Harvard University, United States

    2 publications · 127 citations

    2

    h-index

  4. EB
    Eoin Brophy

    Dublin City University, Ireland

    2 publications · 59 citations

    2

    h-index

  5. EM
    Eric M. Trautmann

    Howard Hughes Medical Institute, United States

    2 publications · 127 citations

    2

    h-index

1–5 of 111

Institutions

71

  1. Stanford University

    Stanford, United States

    4 h-index

    16 publications

    841 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    732 citations

  3. Dublin City University

    Dublin, Ireland

    2 h-index

    3 publications

    80 citations

  4. Howard Hughes Medical Institute

    Chevy Chase, United States

    2 h-index

    3 publications

    239 citations

  5. Neurosciences Institute

    La Jolla, United States

    2 h-index

    3 publications

    239 citations

  6. Harvard University

    Cambridge, United States

    2 h-index

    6 publications

    381 citations

  7. Koszalin University of Technology

    Koszalin, Poland

    2 h-index

    2 publications

    166 citations

  8. Palo Alto Institute

    San Mateo, United States

    2 h-index

    2 publications

    127 citations

1–8 of 71

Venues

  1. Expert Systems with Applications

    2 publications · 290 citations

    2

    h-index

  2. ScholarWorks@UMassAmherst (University of Massachusetts Amherst)

    Repository · 1 publications · 68 citations

    1

    h-index

  3. 1

    h-index

  4. Journal of Chromatography A

    1 publications · 74 citations

    1

    h-index

  5. Information Sciences

    1 publications · 28 citations

    1

    h-index

1–5