Adaptive greedy Gaussian segmentation algorithm based on multivariate time series

被引:0
|
作者
Wang, Ling [1 ,2 ]
Li, Ze-Zhong [1 ,2 ]
机构
[1] School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing,100083, China
[2] Key Laboratory of Knowledge Automation of Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing,100083, China
来源
Kongzhi yu Juece/Control and Decision | 2024年 / 39卷 / 02期
关键词
Compendex;
D O I
10.13195/j.kzyjc.2022.0738
中图分类号
学科分类号
摘要
Computational complexity
引用
收藏
页码:568 / 576
相关论文
共 50 条
  • [1] Greedy Gaussian segmentation of multivariate time series
    Hallac, David
    Nystrup, Peter
    Boyd, Stephen
    [J]. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2019, 13 (03) : 727 - 751
  • [2] Greedy Gaussian segmentation of multivariate time series
    David Hallac
    Peter Nystrup
    Stephen Boyd
    [J]. Advances in Data Analysis and Classification, 2019, 13 : 727 - 751
  • [3] Memetic algorithm for multivariate time-series segmentation
    Lim, Hyunki
    Choi, Heeseung
    Choi, Yeji
    Kim, Ig-Jae
    [J]. PATTERN RECOGNITION LETTERS, 2020, 138 : 60 - 67
  • [4] Similarity Measure of Multivariate Time Series Based on Segmentation
    Li, Zhengxin
    Liu, Jia
    Zhang, Xiaofeng
    [J]. ICMLC 2020: 2020 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, 2018, : 47 - 51
  • [5] Adaptive G–G clustering for fuzzy segmentation of multivariate time series
    Ling Wang
    Hui Zhu
    Gaofeng Jia
    [J]. Stochastic Environmental Research and Risk Assessment, 2020, 34 : 1353 - 1367
  • [6] Adaptive Fourier series—a variation of greedy algorithm
    Tao Qian
    Yan-Bo Wang
    [J]. Advances in Computational Mathematics, 2011, 34 : 279 - 293
  • [7] Greedy copula segmentation of multivariate non-stationary time series for climate change adaptation
    Heo, Taemin
    Manuel, Lance
    [J]. PROGRESS IN DISASTER SCIENCE, 2022, 14
  • [8] Group orthogonal greedy algorithm for change-point estimation of multivariate time series
    Li, Yuanbo
    Chan, Ngai Hang
    Yau, Chun Yip
    Zhang, Rongmao
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021, 212 : 14 - 33
  • [9] Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm
    Yadunandana N. Rao
    Jose C. Principe
    [J]. Journal of VLSI signal processing systems for signal, image and video technology, 2002, 32 : 7 - 17
  • [10] Time series segmentation using a novel adaptive eigendecomposition algorithm
    Rao, YN
    Principe, JC
    [J]. JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2002, 32 (1-2): : 7 - 17