Hyunwoo Jo, Seon Kim, Hyunwoo Son, Jongchan Kim (2026). Clinical Text Embeddings: A Systematic Review of Methods, Applications, and Future Directions. International Journal of Medical Informatics, 217, 106505
2022
Jongchan Kim, Marco Comuzzi, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa (2022). Encoding resource experience for predictive process monitoring. Decision Support Systems, 153, 113669
2021
Jongchan Kim, Marco Comuzzi (2021). A diagnostic framework for imbalanced classification in business process predictive monitoring. Expert Systems with Applications, 184, 115536
Jongchan Kim, Marco Comuzzi (2021). Stability metrics for enhancing the evaluation of outcome-based business process predictive monitoring. IEEE Access, 9, 133461-133471
2019
Hoang Nguyen, Suhwan Lee, Jongchan Kim, Jonghyeon Ko, Marco Comuzzi (2019). Autoencoders for improving quality of process event logs. Expert Systems with Applications, 131, 132-147
International Conference
2026
Seon Kim, Chaeyeon Park, Youngwoo Ko, Hyunwoo Jo, Jongchan Kim (2026). A comparative analysis of trace encoding methods for next activity predictive process monitoring. 2nd Asia-Pacific Symposium on Process and AI (ASPAI 2026) (Pohang, Republic of Korea)
2025
Seon Kim, Jungtak Oh, Jongchan Kim (2025). Bus stop congestion monitoring based on process discovery algorithms. 2025 7th International Conference on Process Mining (ICPM), Empirical Research in Process Mining (ERPM) Workshop (Montevideo, Uruguay)
Jongchan Kim (2025). Prediction of intensive care unit admission in sepsis patients based on activity sequence from event logs. 2025 INFORMS International Meeting (Singapore, Singapore)
2019
Jongchan Kim (2019). Enhancing the quality of predictions in predictive business process monitoring. Proceedings of the ICPM 2019 Doctoral Consortium, co-located with 1st International Conference on Process Mining (Aachen, Germany)
Domestic Conference
2025
김세온, 김종찬. (2025). 프로세스 디스커버리 알고리즘 기반 버스정류장 혼잡도 모니터링. 한국인공지능융합기술학회 춘계학술대회 2025
오정탁, 김종찬. (2025). 프로세스 적합성 검사를 활용한 버스 정시성 평가 프레임워크 개발. 한국인공지능융합기술학회 춘계학술대회 2025
2021
Jongchan Kim, Marco Comuzzi (2021). Measuring the anomaly detection stability of different anomaly patterns in business processes. Proceedings of KIIE (Korea Institute of Industrial Engineers) 2021 Annual Spring Conference
2018
Jongchan Kim, Marco Comuzzi (2018). Handling imbalanced data in real-time prediction of activities in business processes. Proceedings of KIIE (Korea Institute of Industrial Engineers) 2018 Annual Spring Conference