Information and Systems-Image Engineering(Date:2018/08/27)

Presentation
Learning ARGO Profiles by using the Signature Method

Nozomi Sugiura(JAMSTEC),  Shigeki Hosoda(JAMSTEC),  

[Date]2018-08-27
[Paper #]AI2018-18
機械学習を用いた海岸漂着ごみ定量化手法の構築

Shin'ichiro Kako(Kagoshima Univ.),  Ayato Udo(Kagoshima Univ.),  Shohei Morita(Kagoshima Univ.),  Tetusya Taneda(Kagoshima Univ.),  

[Date]2018-08-27
[Paper #]AI2018-22
Bayesian Inference for Field of Physical Quantity from Data obtained at several Locations

Masato Ota(KG Univ.),  Takeshi Okadome(KG Univ.),  

[Date]2018-08-27
[Paper #]AI2018-23
Detection of Precursors of Tropical Cyclone from Cloud-Resolving Atmospheric Simulation Data using Deep Learning

Daisuke Matsuoka(JAMSTEC),  Masuo Nakano(JAMSTEC),  Daisuke Sugiyama(JAMSTEC),  Seiichi Uchida(Kyushu Univ.),  

[Date]2018-08-27
[Paper #]AI2018-16
Study on Physics-guided Learning of Deep Neural Network

Junya Tanaka(Osaka Univ),  Tomohiko Tomita(Kumamoto Univ),  Masayuki Numao(Osaka Univ),  Ken-ichi Fukui(Osaka Univ),  

[Date]2018-08-27
[Paper #]AI2018-14
海洋観測データと機械学習の活用

Shigeki Hosoda(JAMSTEC),  

[Date]2018-08-27
[Paper #]AI2018-17
Climate Forecasting by ConvLSTM on Segmented Region

Ekasit Phermphoonphiphat(Osaka Univ.),  Tomohiko Tomita(Kumamoto Univ.),  Masayuki Numao(Osaka Univ.),  Ken-ichi Fukui(Osaka Univ.),  

[Date]2018-08-27
[Paper #]AI2018-13
気象観測データの品質管理手法

Tomofumi Kitamura(JMA),  Kenji Kobayashi(JMA),  Seiichirou Kigawa(JMA),  

[Date]2018-08-27
[Paper #]AI2018-19
Abandoned Farmland Mapping Using Satellite Data and Machine Learning, and Abandonment Probability Modeling by Field and Geographical Factors

Yohei Yamaguchi(Osaka Univ.),  Takashi Machimura(Osaka Univ.),  Takanori Matsui(Osaka Univ.),  

[Date]2018-08-27
[Paper #]AI2018-24
Temporal Variability of Precipitation Events in Fukuoka, Kumamoto, and Kagoshima in Kyusyu

Naoki Matsumoto(Kumamoto Univ.),  Kenta Ogino(Kumamoto Univ.),  Ken-ichi Fukui(Osaka Univ.),  Tomohiko Tomita(Kumamoto Univ.),  

[Date]2018-08-27
[Paper #]AI2018-20
Development of tropical-cyclone detection method using machine learning

Takuro Kanasaki(YNU),  Hironori Fudeyasu(YNU),  Koki Kase(YNU),  Daisuke Matsuoka(JAMSTEC),  Ryuji Yoshida(RIKEN),  

[Date]2018-08-27
[Paper #]AI2018-15
A Preliminary Study on Change Point Detection Using Convolutional Neural Network and Visualization of Range of Interests for Weather Time Series Data

Sotaro Maehara(Kagoshima Univ.),  Ken-ichi Fukui(Osaka Univ.),  Tomohiko Tomita(Kumamoto Univ.),  Satoshi Ono(Kagoshima Univ.),  

[Date]2018-08-27
[Paper #]AI2018-21