Hirofumi Nonaka

Thermal design optimization of electronic circuit board layout with transient heating chips by using Bayesian optimization and thermal network model

Daiki Otaki, Hirofumi Nonaka, Noboru Yamada · International Journal of Heat and Mass Transfer · 2021 · 56 citations · Full text

Engineering, Computational Engineering, Electrical Engineering +17

Estimation of processing time using machine learning and real factory data for optimization of parallel machine scheduling problem

Hirochika Yamashiro, Hirofumi Nonaka · Operations Research Perspectives · 2021 · 44 citations · Full text

Management, Industrial Engineering, Manufacturing Engineering +10

Measuring the influence of mere exposure effect of TV commercial adverts on purchase behavior based on machine learning prediction models

Elisa Claire Alemán Carreón, Hirofumi Nonaka, Asahi Hentona et al. · Information Processing & Management · 2019 · 31 citations · Full text

Business, Marketing, Marketing Management +11

Prediction of Microcystis Occurrences and Analysis Using Machine Learning in High-Dimension, Low-Sample-Size and Imbalanced Water Quality Data

Masaya Mori, Roberto Flores, Yoshihiro Suzuki et al. · Harmful Algae · 2022 · 29 citations

Computing, Data Science, Data Mining +5

Magneto-optical diffractive deep neural network

Takumi Fujita, Hotaka Sakaguchi, Jian Zhang et al. · Optics Express · 2022 · 19 citations · Full text

Natural Sciences, Computer Science, Materials Science +17