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J-GLOBAL ID：201902282942819322   Reference number：19A0189016

Sequence Pattern Extraction by Segmenting Time Series Data Using GP-HSMM with Hierarchical Dirichlet Process

階層的Dirichletプロセスを用いたGP-HSMを用いた時系列データのセグメンテーションによるシーケンスパターン抽出【JST・京大機械翻訳】

Author (6)： Nagano Masatoshi (Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu-shi, Japan) ,  Nakamura Tomoaki (Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu-shi, Japan) ,  Nagai Takayuki (Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu-shi, Japan) ,  Mochihashi Daichi (Department of Mathematical Analysis and Statistical Inference, Institute of Statistical Mathematics, Tachikawa, Japan) ,  Kobayashi Ichiro (Department of Information Sciences, Faculty of Sciences, Ochanomizu University, Bunkyo-ku, Japan) ,  Kaneko Masahide (Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu-shi, Japan)
Material： IEEE Conference Proceedings  (IEEE Conf Proc)
Volume： 2018  Issue： IROS  Page： 4067-4074  Publication year： 2018 
JST Material Number： W2441A  Document type： Proceedings
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Abstract/Point： Humans recognize perceived con...

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Thesaurus term： parameter estimation ,  word ,  Language ,  robot ,  Gaussian process ,  motion capture ,  base line ,  *segmentation ,  parametric model ,  Markov model ,  *longitudinal data
Semi thesaurus term： Bayes法 ,  運動パターン ,  *パターン抽出 , 【Automatic Indexing@JST】

JST classification (1)： Graphic and image processing in general  (JE04010I)

Terms in the title (6)： プロセス ,  GP ,  時系列データ ,  セグメンテーション ,  シーケンス ,  パターン抽出