Publications

International Journal

• Kim, J., Comuzzi, M., Dumas, M., Maggi, F. M., & Teinemaa, I. (2022). Encoding resource experience for predictive process monitoring. Decision Support Systems, 153, 113669

• Kim, J., & Comuzzi, M. (2021). A diagnostic framework for imbalanced classification in business process predictive monitoring. Expert Systems with Applications, 184, 115536

• Kim, J., & Comuzzi, M. (2021). Stability metrics for enhancing the evaluation of outcome-based business process predictive monitoring. IEEE Access, 9, 133461-133471

• Nguyen, H. T. C., Lee, S., Kim, J., Ko, J., & Comuzzi, M. (2019). Autoencoders for improving quality of process event logs. Expert Systems with Applications, 131, 132-147

International Conference

• Kim, S., Oh, J., Kim, J. (2025). Bus stop congestion monitoring based on processs discovery algorithms. 2025 7th International Conference on Process Mining (ICPM), Empirical Research in Process Mining (ERPM) Workshop

• Kim, J. (2025). Prediction of intensive care unit admission in sepsis patients based on activity sequence from event logs. 2025 INFORMS International Meeting (Singapore, Singapore)

• Kim, J. (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

• 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

• Kim, J., Comuzzi, M. (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

• Kim, J., Comuzzi, M. (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