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Article type: Cover
Pages
Cover1-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App1-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Index
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Toc1-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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[in Japanese]
Article type: Bibliography
Pages
Misc1-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App2-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App3-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Tetsuya Muraoka, Youichi Wakamatsu, Hiroaki IKeda
Article type: Article
Session ID: 1-1
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Mitsuo HASEBE
Article type: Article
Session ID: 1-2
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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S. OGURA, Y. TAKAHASHI, T. MAKINO, S. ONODA, T. HIRAO, T. OHSHIMA
Article type: Article
Session ID: 1-3
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Sadanori ITO, Toshiyuki Yoshikata, Hiroyuki Murakami
Article type: Article
Session ID: 1-4
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App4-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Tetsuya MONNA, Hikaru SHIOYA, Eihiro HIRANUMA, Takeshi NATSUME, [in Ja ...
Article type: Article
Session ID: 2-1
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Koya HONDA, Hiroyuki NAKAJIMA, Tetsuya MONNA, Takeshi NATSUME
Article type: Article
Session ID: 2-2
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Madoka KITA, Takeshi NATSUME
Article type: Article
Session ID: 2-3
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App5-
Published: June 11, 2012
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Junaida Sulaiman, Hideo Hirose
Article type: Article
Session ID: 3-1
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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The purpose of this paper is to study the effect of seasonal variations using artificial neural network (ANN) and support vector machine (SVM) prediction models. It is important to consider the seasonal effect because the predictors will be able to learn separately, different seasonal process. For example, in Malaysia, the Northeast season brings heavy rains, which eventually contributes to flood occurrences. The performances of predictor models are compared to other methods via the root mean square error (RMSE). The finding of results will help other researchers in climate prediction to consider the seasonal variations in their prediction models.
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Tsubasa Kawano, Hideo Hirose
Article type: Article
Session ID: 3-2
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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We sometimes use the statistical model for truncated data when we want to predict the final stage for a pandemic or failures using the data in early pandemic period or failures. In such a situation, the estimates for number of patients or failures via the likelihood principle often become smaller than the true ones, which could be the dangerous side. Here, we consider the case of the Weibull distribution for the underlying probability distribution function, and compare the results among the statistical truncated model, the simple ordinary differential equation model, and the SIR model which expresses the pandemic models.
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[in Japanese], [in Japanese], [in Japanese]
Article type: Article
Session ID: 3-3
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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[in Japanese], [in Japanese], [in Japanese], [in Japanese]
Article type: Article
Session ID: 3-4
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Appendix
Pages
App6-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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[in Japanese], [in Japanese]
Article type: Article
Session ID: 4-1
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Yoshifumi SHIBATA
Article type: Article
Session ID: 4-2
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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K. TANAKA, Y. MATSUNO, Y. NAKABO, S. SHIRASAKA, S. NAKASUKA
Article type: Article
Session ID: 4-3
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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Article type: Cover
Pages
Cover2-
Published: June 11, 2012
Released on J-STAGE: February 09, 2018
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