Art

J-GLOBAL ID：201502243780750269   Reference number：15A0367812

Bayesian multiple and co-clustering methods: Application to fMRI data

ベイズ多重共クラスタリング法:fMRIデータへの適用

Author (14)： TOKUDA Tomoki (Okinawa Inst. of Sci. and Technol. Graduate Univ., JPN) ,  YOSHIMOTO Junichiro (Okinawa Inst. of Sci. and Technol. Graduate Univ., JPN) ,  SHIMIZU Yu (Okinawa Inst. of Sci. and Technol. Graduate Univ., JPN) ,  YOSHIDA Kosuke (Kyoto Univ., JPN) ,  YOSHIDA Kosuke (Okinawa Inst. of Sci. and Technol. Graduate Univ., JPN) ,  TOKI Shigeru (Hiroshima Univ., JPN) ,  OKADA Go (Hiroshima Univ., JPN) ,  TAKAMURA Masahiro (Hiroshima Univ., JPN) ,  YAMAMOTO Tetsuya (Hiroshima Univ., JPN) ,  YOSHIMURA Shinpei (Otemon Gakuin Univ., JPN) ,  OKAMOTO Yasumasa (Hiroshima Univ., JPN) ,  YAMAWAKI Shigeto (Hiroshima Univ., JPN) ,  YAHATA Noriaki (Tokyo Univ., JPN) ,  DOYA Kenji (Okinawa Inst. of Sci. and Technol. Graduate Univ., JPN)
Material： 情報処理学会研究報告(Web)  (IPSJ Technical Report (Web))
Volume： 2014  Issue： ICS-176  Page： VOL.2014-ICS-176,NO.2 (WEB ONLY)  Publication year： Jul. 15, 2014 
JST Material Number： U0451A  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *Bayes estimation ,  *clustering ,  *NMR imaging ,  dimensional reduction ,  higher dimension ,  statistical method ,  non-parametric method ,  normal distribution ,  depression(disease) ,  antidepressive drug ,  selective serotonin reuptake inhibitor
Semi thesaurus term： *fMRI ,  Gaussian distribution ,  selective serotonin reuptake inhibitor ,  *clustering ,  Statistics, Nonparametric ,  antidepressant ,  High dimensional data ,  dimensional compression

JST classification (3)： System and control theory in general  (IA02010H) ,  Artificial intelligence  (JE08000Z) ,  NMR in general  (BM07041R)

Reference (13)：

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• Guan, Y., Dy, J., Niu, D. and Ghahramani, Z.: Variational inference for nonparametric multiple clustering, MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clustering held at the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2012).
• Hewitt, E. and Savage, L.: Symmetric measures on Cartesian products, Transactions of the American Mathematical Society, Vol. 80, pp.470-501 (1955).

Terms in the title (3)： 多重 ,  クラスタリング法 ,  fMRI