[1N4-GS-13] AI application: Machine learning and application (1)

Tue. Jun 9, 2020 3:20 PM - 5:00 PM Room N (jsai2020online-14)

座長：市川嘉裕（奈良工業高等専門学校）

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3:20 PM - 3:40 PM

[1N4-GS-13-01] Time Series Prediction by Transformer

〇Ryoji Honda¹, Norimitsu Ogasawara¹, Ryo Kodama¹ (1. Japan Weather Association)

3:40 PM - 4:00 PM

[1N4-GS-13-02] Development of temperature prediction method for supercritical geothermal resources using neural networks

〇Yosuke Kobayashi¹, Kazuya Ishitsuka², Toru Mogi³, Koichi Suzuki⁴, Norihiro Watanabe⁵, Yusuke Yamaya⁵, Kyosuke Okamoto⁵, Hiroshi Asanuma⁵, Tatsuya Kaziwara⁶, Ken Sugimoto⁶, Ryoichi Saito⁶, Koji Nagano¹ (1. Muroran Institute of Technology, 2. Kyoto University, 3. Tokyo Institute of Technology, 4. Hokkaido University, 5. National Institute of Advanced Industrial Science and Technology, 6. Geothermal Engineering Co., Ltd.)

4:00 PM - 4:20 PM

[1N4-GS-13-03] Predicting Port-Catch Volume at Eastern Hokkaido Using Neural Networks

〇Yue Zhang¹, Hiroyuki Shioya¹, Masaaki Wada² (1. Muroran Institute of Technology, 2. Future University Hakodate)

4:20 PM - 4:40 PM

[1N4-GS-13-04] Recommendation method for new apparel products using CNN and siamese network

〇Teruaki Nakahara¹, Yukinobu Hamuro², Takanobu Nakahara³, Masakazu Nakamoto² (1. BRANSHES Co,.Ltd., 2. Kwansei Gakuin University, 3. Senshu University)

4:40 PM - 5:00 PM

[1N4-GS-13-05] Performance correlation analysis of business-to-business transactions and its application to corporate growth forecast

〇Takahiro Doi^1,3, Shunsuke Ohkoda¹, Takeru Nitta¹, Yoshimasa Hidaka^1,3, Yasuhiro Yamaguchi^1,3, Masaki Yanaoka², Atsushi Takemasa² (1. JSOL Corporation, 2. TOKYO SHOKO RESEARCH, LTD, 3. RIKEN)

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