機械学習・統計モデリングを用いた水産業支援
定置網漁専用漁獲量予測モデルの提案 Yuya Kokaki, Naohiro Tawara, Tetsunori Kobayashi, Kazuo Hashimoto, Tetsuji Ogawa, ``Sequential fish catch forecasting using Bayesian state space models,’’ Proc. ICPR2018, pp.776-781, Aug. 2018. [doi: 10.1109/ICPR.2018.8546069] 定置網漁における漁獲量予測アルゴリズムの性能比較 Yuka Horiuchi, Yuya Kokaki, Tetsunori Kobayashi, Tetsuji Ogawa, ``Data assimilation versus machine learning: Comparative study of fish catch forecasting,'' Proc. OCEANS2019, June 2019. 漁業従事者の直感に合う漁獲量予測器最適化のための漁獲量心理尺度の提案 Yuya Kokaki, Tetsunori Kobayashi, Tetsuji Ogawa, ``Psychological measure on fish catches and its application to optimization criterion for machine learning based predictors,'' Proc. OCEANS2019, June 2019.