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Sung-Hyun Sim
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 9
Top Topics
Neural Architecture
Process Model
Event Logs
Predictive Accuracy
Top Venues
CoRR
CIC
ICPM
ICAIIC
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Publications
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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) (2023)
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)
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) (2023)
Sung-Hyun Sim
,
Ling Liu
,
Hyerim Bae
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning.
CoRR
(2022)
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 (2022)
Sung-Hyun Sim
,
Dohee Kim
,
Hyerim Bae
CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data.
CoRR
(2022)
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)
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) (2018)
Hyerim Bae
,
Sung-Hyun Sim
,
Yulim Choi
,
Ling Liu
Statistical Verification of Process Conformance Based on Log Equality Test.
CIC
(2016)