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2020 – today
- 2024
[j5]Jaehoon Lee
, Dohee Kim, Sung-Hyun Sim:
Temporal Multi-Features Representation Learning-Based Clustering for Time-Series Data. IEEE Access 12: 87675-87690 (2024)- [i5]Younghwi Kim, Dohee Kim, Sung-Hyun Sim:
DLFormer: Enhancing Explainability in Multivariate Time Series Forecasting using Distributed Lag Embedding. CoRR abs/2408.16896 (2024) - [i4]Younghwi Kim, Seok Chan Jeong, Sung-Hyun Sim:
Legacy Learning Using Few-Shot Font Generation Models for Automatic Text Design in Metaverse Content: Cases Studies in Korean and Chinese. CoRR abs/2408.16900 (2024) - [i3]Sung-Hyun Sim, Dohee Kim, Kikun Park, Hyerim Bae:
Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port. CoRR abs/2409.10519 (2024) - 2023
- [j4]Sung-Hyun Sim, Dohee Kim, Hyerim Bae:
Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14266-14283 (2023) - [j3]Sung-Hyun Sim, Hyerim Bae, Ling Liu:
Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events. IEEE Trans. Serv. Comput. 16(1): 108-121 (2023) - [c4]Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae:
Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI 2023: 175-183 - [c3]Sung-Hyun Sim, Dohee Kim, Seok Chan Jeong:
Temporal Attention Gate Network With Temporal Decomposition for Improved Prediction Accuracy of Univariate Time-Series Data. ICAIIC 2023: 122-127 - 2022
- [j2]Sung-Hyun Sim, Riska Asriana Sutrisnowati, Seokrae Won, Sanghwa Lee, Hyerim Bae:
Automatic Conversion of Event Data to Event Logs Using CNN and Event Density Embedding. IEEE Access 10: 15994-16009 (2022) - [i2]Sung-Hyun Sim, Dohee Kim, Hyerim Bae:
CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. CoRR abs/2211.16653 (2022) - [i1]Sung-Hyun Sim, Ling Liu, Hyerim Bae:
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning. CoRR abs/2211.16687 (2022)
2010 – 2019
- 2019
- [c2]Sung-Hyun Sim, Hyerim Bae, Yulim Choi:
Likelihood-based Multiple Imputation by Event Chain Methodology for Repair of Imperfect Event Logs with Missing Data. ICPM 2019: 9-16 - 2018
- [j1]Sung-Hyun Sim, Hyerim Bae, Yulim Choi, Ling Liu:
Statistical Verification of Process Model Conformance to Execution Log Considering Model Abstraction. Int. J. Cooperative Inf. Syst. 27(2): 1850002:1-1850002:23 (2018) - 2016
- [c1]Hyerim Bae, Sung-Hyun Sim, Yulim Choi, Ling Liu:
Statistical Verification of Process Conformance Based on Log Equality Test. CIC 2016: 229-235
Coauthor Index
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