1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.AP2021
A Multi-state Markov Model to Infer the Latent Deterioration Process From the Maintenance Effect on Reliability Engineering of Ships
Hyunji Moon, Jungin Choi, Seoyeon Cha
Maintenance optimization of naval ship equipment is crucial in terms of national defense. However, the mixed effect of the maintenance and the pure deterioration processes in the o…
stat.AP2020★ 1 cited
Hierarchical spline for time series forecasting: An application to Naval ship engine failure rate
Hyunji Moon, Jinwoo Choi
Predicting equipment failure is important because it could improve availability and cut down the operating budget. Previous literature has attempted to model failure rate with bath…
stat.ML2019
Mixed pooling of seasonality for time series forecasting: An application to pallet transport data
Hyunji Moon, Bomi Song, Hyeonseop Lee
Multiple seasonal patterns play a key role in time series forecasting, especially for business time series where seasonal effects are often dramatic. Previous approaches including…