Jonghyeon Ko

23 papers A 1B 3Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Language to Model and Simulate Data Quality Issues in Process Mining.
ACM J. Data Inf. Qual.
Marco Comuzzi, Jonghyeon Ko, Fabrizio Maria Maggi
2025 B conf
A Reinforcement Learning Framework for Event Log Anomaly Detection and Repair.
ICPM
Jonghyeon Ko, Moe Thandar Wynn, Marco Comuzzi, Fabrizio Maria Maggi
2025 J jnl
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments.
Inf. Syst.
Alessandro Gianola, Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Sarah Winkler
2025 J jnl
Detecting and repairing anomaly patterns in business process event logs.
Data Knowl. Eng.
Jonghyeon Ko, Marco Comuzzi, Fabrizio Maria Maggi
2024 J jnl
Combining blockchain and IoT for safe and transparent nuclear waste management: A prototype implementation.
J. Ind. Inf. Integr.
Olzhas Yessenbayev, Dung Chi Duy Nguyen, Taeseok Jeong, Ki Joon Kang, Hee Reyoung Kim, Jonghyeon Ko, Jin-Young Park, Myung-Sub Roh, Marco Comuzzi
2024 — conf
On the Impact of Low-Quality Activity Labels in Predictive Process Monitoring.
ICPM Workshops
Marco Comuzzi, Sungkyu Kim, Jonghyeon Ko, Musa Salamov, Cinzia Cappiello, Barbara Pernici
2024 J jnl
Optimizing Lane Departure Warning System towards AI-Centered Autonomous Vehicles.
Sensors
Siwoo Jeong, Jonghyeon Ko, Sukki Lee, Jihoon Kang, Yeni Kim, Soon Yong Park, Sungchul Mun
2023 J jnl
A Systematic Review of Anomaly Detection for Business Process Event Logs.
Bus. Inf. Syst. Eng.
Jonghyeon Ko, Marco Comuzzi
2023 A conf
Approximating Multi-perspective Trace Alignment Using Trace Encodings.
BPM
Alessandro Gianola, Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Sarah Winkler
2023 J jnl
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction.
CoRR
Ivan Donadello, Jonghyeon Ko, Fabrizio Maria Maggi, Jan Mendling, Francesco Riva, Matthias Weidlich
2023 B conf
Plan Recognition as Probabilistic Trace Alignment.
ICPM
Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Ramon Fraga Pereira
2022 J jnl
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events.
Inf. Syst.
Jonghyeon Ko, Marco Comuzzi
2022 — conf
Pattern-based Reconstruction of Anomalous Traces in Business Process Event Logs.
CI4PM/PAI@WCCI
Jonghyeon Ko, Marco Comuzzi
2021 — conf
Business Process Event Log Anomaly Detection based on Statistical Leverage.
ITBPM@BPM
Jonghyeon Ko, Marco Comuzzi
2021 J jnl
Detecting anomalies in business process event logs using statistical leverage.
Inf. Sci.
Jonghyeon Ko, Marco Comuzzi
2021 J jnl
Online anomaly detection using statistical leverage for streaming business process events.
CoRR
Jonghyeon Ko, Marco Comuzzi
2020 — conf
AIR-BAGEL: An Interactive Root cause-Based Anomaly Generator for Event Logs.
ICPM Doctoral Consortium / Tools
Jonghyeon Ko, Jongyup Lee, Marco Comuzzi
2020 J jnl
An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs.
ACM Trans. Intell. Syst. Technol.
Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko
2020 J jnl
An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs.
CoRR
Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko
2020 — conf
Online Anomaly Detection Using Statistical Leverage for Streaming Business Process Events.
ICPM Workshops
Jonghyeon Ko, Marco Comuzzi
2019 J jnl
Autoencoders for improving quality of process event logs.
Expert Syst. Appl.
Hoang Thi Cam Nguyen, Suhwan Lee, Jongchan Kim, Jonghyeon Ko, Marco Comuzzi
2019 — conf
Predicting Outpatient Process Flows to Minimise the Cost of Handling Returning Patients: A Case Study.
Business Process Management Workshops
Marco Comuzzi, Jonghyeon Ko, Suhwan Lee
2017 B conf
Fuzzy analytic network process for evaluating ERP post-implementation alternatives.
FUZZ-IEEE
Jonghyeon Ko, Marco Comuzzi