Yoshitaka Otsuka, Junichi Imanishi, Mamoru Nasu, Seiji Shimahara, Yutaka Iwasakai. Investigation of factors that induce activities in green spaces of neighborhoods from the perspective of the behavioral change stage model using machine learning. Landscape and Ecological Engineering. 2023
Yoshitaka Otsuka, Junichi Imanishi, Mamoru Nasu, Yutaka Iwasaki. Probabilistic inference on the factors promoting park use by machine learning using panel data from 2014 to 2020 in Tokyo, Japan. Cities. 2023. 141
Yoshitaka Otsuka, Mamoru Nasu, Yutaka Iwasakai. Effects of the living environment in a model of social determinants of health focusing on the cognitive mechanism of urban residents. Landscape and Ecological Engineering. 2021. 18. 1. 57-73
大塚芳嵩. 緑地環境によるゼロ次予防. Medical Science Digest. 2024. 50. 9. 30-31
Otsuka, Y, Imanishi, J, Nasu, M, Iwasaki, Y. Application of big-data analysis and machine learning in epidemiological research to promote primordial prevention effects of green infrastructure -Third report-. The 18th International Landscape Architectural Symposium of Japan, China and Korea. 2023