Multilevel dynamic time warping: A parameter-light method for fast time series classification

被引:0
|
作者
Zhang, Haowen [1 ]
Dong, Yabo [1 ]
Xu, Duanqing [1 ]
机构
[1] College of Computer Science and Technology, Zhejiang University, Hangzhou, China
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:10197 / 10210
相关论文
共 50 条
  • [1] Multilevel dynamic time warping: A parameter-light method for fast time series classification
    Zhang, Haowen
    Dong, Yabo
    Xu, Duanqing
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (05) : 10197 - 10210
  • [2] Flexible Dynamic Time Warping for Time Series Classification
    Hsu, Che-Jui
    Huang, Kuo-Si
    Yang, Chang-Biau
    Guo, Yi-Pu
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE, 2015, 51 : 2838 - 2842
  • [3] Weighted dynamic time warping for time series classification
    Jeong, Young-Seon
    Jeong, Myong K.
    Omitaomu, Olufemi A.
    [J]. PATTERN RECOGNITION, 2011, 44 (09) : 2231 - 2240
  • [4] Enhanced Weighted Dynamic Time Warping for Time Series Classification
    Anantasech, Pichamon
    Ratanamahatana, Chotirat Ann
    [J]. THIRD INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, 2019, 797 : 655 - 664
  • [5] A Scalable Segmented Dynamic Time Warping for Time Series Classification
    Ma, Ruizhe
    Ahmadzadeh, Azim
    Boubrahimi, Soukaina Filali
    Angryk, Rafal A.
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2019, PT II, 2019, 11509 : 407 - 419
  • [6] Adaptively constrained dynamic time warping for time series classification and clustering
    Li, Huanhuan
    Liu, Jingxian
    Yang, Zaili
    Liu, Ryan Wen
    Wu, Kefeng
    Wan, Yuan
    [J]. INFORMATION SCIENCES, 2020, 534 : 97 - 116
  • [7] Clustering time series with Granular Dynamic Time Warping method
    Yu, Fusheng
    Dong, Keqiang
    Chen, Fei
    Jiang, Yongke
    Zeng, Wenyi
    [J]. GRC: 2007 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, PROCEEDINGS, 2007, : 393 - +
  • [8] Multivariate time series classification with parametric derivative dynamic time warping
    Gorecki, Tomasz
    Luczak, Maciej
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (05) : 2305 - 2312
  • [9] Averaging Methods using Dynamic Time Warping for Time Series Classification
    Datta, Shreyasi
    Karmakar, Chandan K.
    Palaniswami, Marimuthu
    [J]. 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 2794 - 2798
  • [10] A fast and accurate similarity measure for long time series classification based on local extrema and dynamic time warping
    Lahreche, Abdelmadjid
    Boucheham, Bachir
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 168