Daeyoung Choi

Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks

Hyunghun Cho, Yong-Jin Kim, Eunjung Lee et al. · IEEE Access · 2020 · 252 citations · Full text

Artificial Intelligence, Hyperparameter Optimization, Model Optimization +15

Churn prediction of mobile and online casual games using play log data

Seungwook Kim, Daeyoung Choi, Eunjung Lee et al. · PLoS ONE · 2017 · 75 citations · Full text

Engineering, Business Intelligence, Mobile Devices +19

Static and Dynamic Yaw Misalignments of Wind Turbines and Machine Learning Based Correction Methods Using LiDAR Data

Daeyoung Choi, Won Shin, Kyungnam Ko et al. · IEEE Transactions on Sustainable Energy · 2018 · 33 citations

Engineering, Machine Learning, Machine Learning Algorithms +17

Detection of dropped citrus fruit on the ground and evaluation of decay stages in varying illumination conditions

Daeyoung Choi, Won Suk Lee, Reza Ehsani et al. · Computers and Electronics in Agriculture · 2016 · 25 citations

Decay Stages, Plant Analysis, Environmental Monitoring +4

On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction

Daeyoung Choi, Hyunghun Cho, Wonjong Rhee · 2018 · 12 citations

Artificial Intelligence, Hyperparameter Optimization, Model Optimization +11