Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series

被引:0
|
作者
Joon Lee
Shamim Nemati
Ikaro Silva
Bradley A Edwards
James P Butler
Atul Malhotra
机构
[1] Harvard-MIT Division of Health Sciences and Technology,Harvard Medical School, Division of Sleep Medicine
[2] Massachusetts Institute of Technology,undefined
[3] Brigham and Women's Hospital,undefined
关键词
Coupling Strength; Domperidone; Kernel Density Estimation; Conditional Entropy; Transfer Entropy;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy
    Runge, Jakob
    Heitzig, Jobst
    Marwan, Norbert
    Kurths, Juergen
    [J]. PHYSICAL REVIEW E, 2012, 86 (06):
  • [32] Deviation distance entropy: A method for quantifying the dynamic features of biomedical time series
    Yu, Xiao
    Li, Weimin
    Yang, Bing
    Li, Xiaorong
    Chen, Jie
    Fu, Guohua
    [J]. CHAOS SOLITONS & FRACTALS, 2023, 168
  • [33] Multiscale increment entropy: An approach for quantifying the physiological complexity of biomedical time series
    Wang, Xue
    Liu, Xiaofeng
    Pang, Wei
    Jiang, Aimin
    [J]. INFORMATION SCIENCES, 2022, 586 : 279 - 293
  • [34] Modified correlation entropy estimation for a noisy chaotic time series
    Jayawardena, A. W.
    Xu, Pengcheng
    Li, W. K.
    [J]. CHAOS, 2010, 20 (02)
  • [35] Accelerated Maximum Entropy Method for Time Series Models Estimation
    Dubnov, Yuri A.
    Boulytchev, Alexandr V.
    [J]. MATHEMATICS, 2023, 11 (18)
  • [36] Momentary information transfer as a coupling measure of time series
    Pompe, Bernd
    Runge, Jakob
    [J]. PHYSICAL REVIEW E, 2011, 83 (05):
  • [37] Unsupervised outlier detection for time series by entropy and dynamic time warping
    Seif-Eddine Benkabou
    Khalid Benabdeslem
    Bruno Canitia
    [J]. Knowledge and Information Systems, 2018, 54 : 463 - 486
  • [38] Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method
    Li, Peng
    Li, Ke
    Liu, Chengyu
    Zheng, Dingchang
    Li, Zong-Ming
    Liu, Changchun
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 63 (11) : 2231 - 2242
  • [39] Unsupervised outlier detection for time series by entropy and dynamic time warping
    Benkabou, Seif-Eddine
    Benabdeslem, Khalid
    Canitia, Bruno
    [J]. KNOWLEDGE AND INFORMATION SYSTEMS, 2018, 54 (02) : 463 - 486
  • [40] Quantile transfer entropy: Measuring the heterogeneous information transfer of nonlinear time series
    Zhang, Na
    Zhao, Xiaojun
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2022, 111