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Sunghyun Sim

Observed names: Sim, Sunghyun, Sung-Hyun Sim
ORCID: 0000-0002-3410-8744
Observed ORCID: 0000-0002-3410-8744
OpenAlex ID: A5091200724
Vessel estimated time of arrival prediction system based on a path-finding algorithm
2021 · Kikun Park, Sunghyun Sim, et al. · Maritime Transport Research · 90
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Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data
2023 · Sunghyun Sim, Dohee Kim, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 26
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Deep collaborative learning model for port-air pollutants prediction using automatic identification system
2022 · Sunghyun Sim, Jin-Hyoung Park, et al. · Transportation Research Part D Transport and Environment · 24
Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port
2024 · Sim, Sunghyun, Kim, Dohee, et al. · arXiv (Cornell University) · 20
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Likelihood-based Multiple Imputation by Event Chain Methodology for Repair of Imperfect Event Logs with Missing Data
2019 · Sunghyun Sim, Hyerim Bae, et al. · International Conference on Process Mining (ICPM) · 19
Hamstring stretching significantly changes the sitting biomechanics
2021 · Ilseok Lee, Sunghyun Sim, et al. · International Journal of Industrial Ergonomics · 13
Temporal Multi-Features Representation Learning-Based Clustering for Time-Series Data
2024 · Jaehoon Lee, Dohee Kim, et al. · IEEE Access · 12
Bagging Recurrent Event Imputation for Repair of Imperfect Event Log with Missing Categorical Events
2021 · Sunghyun Sim, Hyerim Bae, et al. · IEEE Transactions on Services Computing · 12
Deep learning framework for regional maritime collision risk assessment using CNN and Grad-CAM
2025 · Suhyeon Jo, Gawon Lee, et al. · Ocean Engineering · 8
How will arctic shipping emissions evolve? A spatiotemporal topology-aware transformer approach
2025 · Younghwi Kim, Jaehoon Lee, et al. · Transportation Research Part D Transport and Environment · 7
Automatic Conversion of Event Data to Event Logs Using CNN and Event Density Embedding
2022 · Sunghyun Sim, Riska Asriana Sutrisnowati, et al. · IEEE Access · 7
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Temporal Attention Gate Network With Temporal Decomposition for Improved Prediction Accuracy of Univariate Time-Series Data
2023 · Sunghyun Sim, Dohee Kim, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 5
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning
2022 · Sim, Sunghyun, Liu, Ling, et al. · arXiv (Cornell University) · 5
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Statistical Verification of Process Conformance Based on Log Equality Test
2016 · Hyerim Bae, Sung-Hyun Sim, et al. · IEEE International Conference on Collaboration and Internet Computing (CIC) · 3
Neural Bezier Interpolation with Manifold Learning for Reliable Vessel Trajectory Prediction
2024 · Gawon Lee, Dohee Kim, et al. · IEEE International Conference on Cognitive Machine Intelligence (CogMI) · 2
Maritime Safety Tribunal Ruling Analysis using SentenceBERT
2023 · Bori Yoon, SeKil Park, et al. · Journal of the Korean Society of Marine Environment and Safety · 2
Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder
2023 · Dohee Kim, Sunghyun Sim, et al. · IEEE International Conference on Cognitive Machine Intelligence (CogMI) · 2
Statistical Verification of Process Model Conformance to Execution Log Considering Model Abstraction
2018 · Sung-Hyun Sim, Hyerim Bae, et al. · International Journal of Cooperative Information Systems · 2
Distributed Lag Transformer Based on Time-Variable-Aware Learning for Explainable Multivariate Time Series Forecasting
2026 · Younghwi Kim, Dohee Kim, et al. · IEEE Access · 1
Legacy Learning Strategy Based on Few-Shot Font Generation Models for Automatic Text Design in Metaverse Content
2024 · Kim, Younghwi, Kim, Dohee, et al. · arXiv (Cornell University) · 1
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Association of Cold Ischemic Time with Early and Long-Term Outcomes in a Nationwide Korean Heart Transplant Cohort
2026 · Changwon Shin, Sunghyun Sim, et al. · Korean Circulation Journal
Hybrid Temporal Autoencoder and Similarity Matching for Low Aggregation Level Long Time Series Forecasting
2026 · Hanbyeol Park, Sunghyun Sim, et al. · Journal of Forecasting
Legacy Learning Strategy Based on Few-Shot Font Generation Models for Automatic Text Design
2026 · Younghwi Kim, Seok Chan Jeong, et al. · Information Processing & Management
CF-JEPA: Mask-free forward prediction with asymmetric encoder utilization for time-series representation learning
2026 · Jaehoon Lee, Sunghyun Sim · SSRN Electronic Journal
Propagation-Aware Multisite Context Fusion with Imperfect NWP for Medium-Range PV Forecasting
2026 · Younghwi Kim, Seungwoo Lee, et al. · SSRN Electronic Journal
Works count: 28
Citation count: 261
H-index: 8
I10-index: 8
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