Sunghyun Sim

Vessel estimated time of arrival prediction system based on a path-finding algorithm

Kikun Park, Sunghyun Sim, Hyerim Bae · Maritime Transport Research · 2021 · 74 citations · Full text

Artificial Intelligence, Transport Network Analysis, Engineering +23

DERN: Deep Ensemble Learning Model for Short- and Long-Term Prediction of Baltic Dry Index

Imam Mustafa Kamal, Hyerim Bae, Sunghyun Sim et al. · Applied Sciences · 2020 · 52 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Deep collaborative learning model for port-air pollutants prediction using automatic identification system

Sunghyun Sim, Jinhyoung Park, Hyerim Bae · Transportation Research Part D Transport and Environment · 2022 · 19 citations

Pollution Detection, Environmental Monitoring, Machine Learning +12

Likelihood-based Multiple Imputation by Event Chain Methodology for Repair of Imperfect Event Logs with Missing Data

Sunghyun Sim, Hyerim Bae, Yu-Lim Choi · 2019 · 15 citations

Imperfect Event Logs, Engineering, Business Intelligence +19

Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data

Sunghyun Sim, Dohee Kim, Hyerim Bae · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 11 citations