A Vector-Based Classification Approach for Remaining Time Prediction in Business Processes
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939631
Abstract: In this paper, we deal with one of the current challenges in process mining enhancement: the prediction of remaining times in business processes. Accurate predictions of the remaining time, defined as the required time for… read more here.
Keywords: time; remaining time; approach; prediction ... See more keywords
Assessing the Performance of Remaining Time Prediction Methods for Business Processes
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3459648
Abstract: The prediction of the remaining time for business processes is a major task in predictive process monitoring (PPM). In the last years, various machine learning methods were introduced which reduced error levels steadily. However, the… read more here.
Keywords: business processes; time prediction; time; remaining time ... See more keywords
Business Process Remaining Time Prediction Based on Incremental Event Logs
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2025.3562338
Abstract: Predictive Process Monitoring (PPM) aims to predict the future state of running process instances to enable timely interventions to mitigate potential risks. As one of the most fundamental tasks in PPM, process remaining time prediction… read more here.
Keywords: process; process remaining; time prediction; event ... See more keywords