7 citations
2 papers
stat.ML2022★ 7 cited
Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion
Euna Lee, Myungwoo Nam, Hongchul Lee
Since demand is influenced by a wide variety of causes, it is necessary to decompose the explana-tory variables into different levels, extract their relationships effectively, and…
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…