Nonlinear Time Series Analysis: A High Performance Computing Approach

被引:0
|
作者
Marin Carrion, Ismael [1 ]
Aguila Guerrero, Julio Jose [1 ]
Arias Antunez, Enrique [1 ]
Artigao Castillo, Maria del Mar [1 ]
Miralles Canals, Juan Jose [1 ]
机构
[1] Univ Castilla La Mancha, Ciudad Real, Spain
来源
ERCIM NEWS | 2010年 / 81期
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Physicists and computer scientists from the University of Castilla-La Mancha are currently performing transdisciplinary work on nonlinear time series analysis. This research will analyse some important properties of time series, and will also provide a set of high performance algorithms that will allow this analysis to be made in a reasonable time, especially in real applications such as biomedicine or climate science in which real-time responses are required.
引用
收藏
页码:31 / 32
页数:2
相关论文
共 50 条
  • [1] Bayesian analysis of time series using granular computing approach
    Hryniewicz, Olgierd
    Kaczmarek, Katarzyna
    APPLIED SOFT COMPUTING, 2016, 47 : 644 - 652
  • [2] A system approach to analysis of adequacy of nonlinear time series models
    Bidyuk, P.I.
    Baklan, I.V.
    Gasanov, A.S.
    Cybernetics and Systems Analysis, 2003, 39 (03) : 440 - 449
  • [3] Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis
    Yamane, Toshiyuki
    Takeda, Seiji
    Nakano, Daiju
    Tanaka, Gouhei
    Nakane, Ryosho
    Hirose, Akira
    Nakagawa, Shigeru
    NEURAL INFORMATION PROCESSING, ICONIP 2017, PT I, 2017, 10634 : 639 - 647
  • [4] NONLINEAR TIME SERIES ANALYSIS
    Yazdani, Alireza
    JOURNAL OF INVESTMENT MANAGEMENT, 2020, 18 (01): : 99 - 100
  • [5] Nonlinear time series analysis
    Grassberger, P
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 1540 - 1540
  • [6] Nonlinear time series analysis
    Yang, Minxian
    ECONOMIC RECORD, 2008, 84 (266) : 396 - 397
  • [7] NONLINEAR TIME SERIES ANALYSIS
    Munion, Ascher K.
    Butner, Jonathan E.
    PSYCHOMETRIKA, 2020, 85 (03) : 812 - 814
  • [8] Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance
    Thorne, Braden
    Jungling, Thomas
    Small, Michael
    Hodkiewicz, Melinda
    CHAOS, 2021, 31 (03)
  • [9] The innovation approach to the identification of nonlinear causal models in time series analysis
    Ozaki, T
    Jimenez, JC
    Peng, H
    Ozaki, VH
    TIME SERIES ANALYSIS AND APPLICATIONS TO GEOPHYSICAL SYSTEMS, 2004, : 195 - 226
  • [10] High performance computing of the nonlinear dynamics of a basketball
    Silverberg, Larry M.
    Tran, Chau M.
    NONLINEAR DYNAMICS, 2024, 112 (16) : 14093 - 14105