Concepedia

Variable-length Time Series Classification

Variable-Length Time Series Classification is a time series classification task characterized by the requirement to categorize temporal sequences that exhibit varying lengths in duration, distinguishing it from standard time series classification by explicitly addressing the heterogeneity in sequence length.

20

Publications

990

Citations

67

Authors

32

Institutions

Publications per year

2017–2026

11

Parents

Publications

20

Knowledge extraction with interval temporal logic decision trees

Institutional Research Information System University of Ferrara (University of Ferrara) · 2020 · 208 citations · Full text

, , +10

ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

Guozhong Li, Byron Choi, Jianliang Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 153 citations · Full text

, , +13

The UEA multivariate time series classification archive, 2018

Anthony Bagnall, Hoang Anh Dau, Jason Lines et al. · arXiv (Cornell University) · 2018 · 96 citations · Full text

, , +10

Towards a universal neural network encoder for time series

Joan Serrà, Santiago Pascual, Alexandros Karatzoglou · arXiv (Cornell University) · 2018 · 89 citations · Full text

, , +15

Vehicular Trajectory Classification and Traffic Anomaly Detection in Videos Using a Hybrid CNN-VAE Architecture

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 77 citations

, , +17

1–5 of 20

Authors

67

  1. CC
    C. Chandra Sekhar

    Indian Institute of Technology Madras, India

    2 publications · 34 citations

    2

    h-index

  2. EK
    Eamonn Keogh

    University of California, Riverside, United States

    2 publications · 115 citations

    2

    h-index

  3. SC
    S. Chandrakala

    SASTRA University, India

    1 publications · 14 citations

    1

    h-index

  4. HL
    Henry Liu

    University of Michigan, United States

    1 publications · 31 citations

    1

    h-index

  5. RL
    Ruiyu Liang

    Southeast University, China

    1 publications · 13 citations

    1

    h-index

1–5 of 67

Institutions

32

  1. University of California San Diego

    San Diego, United States

    2 h-index

    3 publications

    79 citations

  2. Indian Institute of Technology Madras

    Chennai, India

    2 h-index

    4 publications

    68 citations

  3. University of Iowa

    Iowa City, United States

    1 h-index

    1 publications

    12 citations

  4. École de Technologie Supérieure

    Montreal, Canada

    1 h-index

    2 publications

    34 citations

  5. University of California, Irvine

    Irvine, United States

    1 h-index

    3 publications

    72 citations

  6. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    1 publications

    153 citations

  7. Southeast University

    Nanjing, China

    1 h-index

    4 publications

    52 citations

  8. University of Canberra

    Canberra, Australia

    1 h-index

    1 publications

    24 citations

1–8 of 32

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 235 citations

    4

    h-index

  2. IEEE Access

    1 publications · 23 citations

    1

    h-index

  3. 1

    h-index

  4. Neurocomputing

    1 publications · 17 citations

    1

    h-index

  5. Speech Communication

    1 publications · 20 citations

    1

    h-index

1–5