論文

• Risa Shiroyama, Manna Wang, Chihiro Yoshimura. Effect of sample size on habitat suitability estimation using random forests: A case of bluegill, Lepomis macrochirus., International Journal of Limnology, Vol. 56, no. 13, Oct. 2020.
• 山崎雅貴, 梁政寛, 吉村千洋, 城山理沙. 河川の洪水・渇水の周期性と魚類種数の関係:循環統計を用いた評価., 土木学会論文集B1（水工学）, Vol. 74, No. 4, pp. I_295-I300., Feb. 2018.
• Risa Shiroyama, Chihiro Yoshimura. Assessing bluegill (Lepomis macrochirus) habitat suitability using partial dependence function combined with classification approaches., Ecological Informatics, Vol. 35, pp. 9-18, June 2016.
• Risa Shiroyama, Chihiro Yoshimura. Classification technique of machine learning as species distribution model for exotic fish in rivers., 土木学会論文集, Ser. B1, 72, Apr. 2016.

国内会議発表 (査読なし・不明)

• 城山理沙, 吉村千洋. 河川水辺の国勢調査とランダムフォレストを組み合わせた外来魚種予測モデルの提案, 応用生態工学会 第19回大会, Sept. 2015.
• 山崎雅貴, 梁政寛, 吉村千洋, 城山理沙. 循環統計を用いた世界の主要河川での洪水・渇水発生時期と魚類種数の関係性の評価, 応用生態工学会 第19回大会, Sept. 2015.

学位論文

• Application of machine learning algorithms to delineate fish habitat suitability in rivers,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2018/09/20,   
• Application of machine learning algorithms to delineate fish habitat suitability in rivers,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2018/09/20,   
• Application of machine learning algorithms to delineate fish habitat suitability in rivers,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2018/09/20,   

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