Concepedia

Shapelet-based Classification

Shapelet-Based Classification is a time series classification method that identifies and utilizes discriminative subsequences, known as shapelets, which distinguish classes by their presence, absence, or proximity within the series.

95

Publications

8.2K

Citations

251

Authors

116

Institutions

Publications per year

2017–2026

53

Parents

Publications

95

Time series shapelets

Lexiang Ye, Eamonn Keogh · 2009 · 963 citations

, , +14

Classification of time series by shapelet transformation

Jon Hills, Jason Lines, Edgaras Baranauskas et al. · Data Mining and Knowledge Discovery · 2013 · 526 citations

, , +13

Detecting Pedestrians by Learning Shapelet Features

Payam Sabzmeydani, Greg Mori · 2007 · 512 citations

, , +11

Multi-Scale Convolutional Neural Networks for Time Series Classification

Zhicheng Cui, Wenlin Chen, Yixin Chen · arXiv (Cornell University) · 2016 · 475 citations · Full text

, , +17

Learning time-series shapelets

Josif Grabocka, Nicolas Schilling, Martin Wistuba et al. · 2014 · 459 citations

, , +14

1–5 of 95

Authors

251

  1. SL
    Shijun Liu

    Shandong University, China

    6 publications · 216 citations

    6

    h-index

  2. CJ
    Cun Ji

    Shandong Normal University, China

    6 publications · 216 citations

    6

    h-index

  3. AB
    Anthony Bagnall

    University of East Anglia, United Kingdom

    5 publications · 1.4K citations

    5

    h-index

  4. EK
    Eamonn Keogh

    University of California, Riverside, United States

    4 publications · 2K citations

    4

    h-index

  5. JL
    Jason Lines

    University of East Anglia, United Kingdom

    4 publications · 1.4K citations

    4

    h-index

1–5 of 251

Institutions

116

  1. Shandong University

    Jinan, China

    5 h-index

    22 publications

    919 citations

  2. University of Technology Sydney

    Sydney, Australia

    5 h-index

    13 publications

    831 citations

  3. University of East Anglia

    Norwich, United Kingdom

    4 h-index

    17 publications

    6K citations

  4. University of California, Riverside

    Riverside, United States

    4 h-index

    7 publications

    3.6K citations

  5. Shandong Normal University

    Jinan, China

    4 h-index

    8 publications

    298 citations

  6. University of Hildesheim

    Hildesheim, Germany

    3 h-index

    12 publications

    2.3K citations

  7. Stockholm University

    Stockholm, Sweden

    3 h-index

    9 publications

    675 citations

  8. Shandong University of Science and Technology

    Qingdao, China

    3 h-index

    9 publications

    243 citations

1–8 of 116

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 345 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 567 citations

    4

    h-index

  3. Data Mining and Knowledge Discovery

    3 publications · 1.1K citations

    3

    h-index

  4. Knowledge and Information Systems

    3 publications · 115 citations

    3

    h-index

  5. Computer Networks

    3 publications · 113 citations

    3

    h-index

1–5