Art

J-GLOBAL ID：201802217443052702   Reference number：18A1687451

Constructing directed networks from multivariate time series using linear modelling technique

線形モデリング技法を用いた多変量時系列からの有向ネットワークの構築【JST・京大機械翻訳】

Author (6)： Tanizawa Toshihiro (Kochi National College of Technology, Monobe-Otsu 200-1, Nankoku, Kochi 783-8508, Japan) ,  Nakamura Tomomichi (Graduate School of Simulation Studies, University of Hyogo, 7-1-28 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan) ,  Taya Fumihiko (Singapore Institute for Neurotechnology, Centre for Life Sciences, National University of Singapore, 28 Medical Drive, #05-COR, Singapore 117456, Singapore) ,  Small Michael (School of Mathematics and Statistics, The University of Western Australia, 35 Stirling Hwy., Crawley, WA 6009, Australia) ,  Small Michael (Complex Data Modelling Group, The University of Western Australia, 35 Stirling Hwy., Crawley, WA 6009, Australia) ,  Small Michael (Mineral Resources, CSIRO, Kensington, WA 6151, Australia)
Material： Physica A. Statistical Mechanics and Its Applications  (Physica A)
Volume： 512  Page： 437-455  Publication year： 2018 
JST Material Number： D0322B  ISSN： 0378-4371  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： We describe a method to constr...

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Thesaurus term： directionality ,  NP hard ,  *network ,  *modeling ,  connectivity ,  Information Theory ,  model ,  *linearity ,  *multivariable
Semi thesaurus term： 測定ノイズ ,  実時間 ,  自己回帰 , 【Automatic Indexing@JST】

Author keywords (3)： Time series modelling ,  Complex networks ,  Directed networks

JST classification (1)： Network methods  (KA03040X)

Terms in the title (4)： 線形 ,  多変量 ,  時系列 ,  構築