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Hiroya Makino
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Evolutionary Algorithm
Current Situation
Stochastic Nature
Parameter Optimization
Top Venues
SMC
ICDM (Workshops)
Rev. Socionetwork Strateg.
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Publications
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Hiroya Makino
,
Eisuke Kita
Application of a Stochastic Schemata Exploiter for Multi-Objective Hyper-parameter Optimization of Machine Learning.
Rev. Socionetwork Strateg.
17 (2) (2023)
Ayana Takai
,
Hiroya Makino
,
Eisuke Kita
SSE-Based Evolutionary Algorithm for Hyper-parameter Optimization of LightGBM on Paddy Rice Yield Prediction Problem.
SMC
(2023)
Hiroya Makino
,
Eisuke Kita
Stochastic Schemata Exploiter-Based AutoML.
ICDM (Workshops)
(2021)
Momoko Fujita
,
Akari Yamada
,
Mao Susuki
,
Hiroya Makino
,
Eisuke Kita
Application of Machine Learning for Growth Environment Prediction in Agriculture.
ICDM (Workshops)
(2021)
Hiroya Makino
,
Xuanang Feng
,
Eisuke Kita
Stochastic Schemata Exploiter-Based Optimization of Convolutional Neural Network.
SMC
(2020)