37 citations · 83 across the 11 of their papers we have counts for
15 papers
XAI in the context of Predictive Process Monitoring: Too much to Reveal
Ghada Elkhawaga, Mervat Abuelkheir, Manfred Reichert
Predictive Process Monitoring (PPM) has been integrated into process mining tools as a value-adding task. PPM provides useful predictions on the further execution of the running bu…
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?
Ghada Elkhawaga, Mervat Abuelkheir, Manfred Reichert
Predictive business process monitoring (PPM) has been around for several years as a use case of process mining. PPM enables foreseeing the future of a business process through pred…
Empowering End-users with Object-aware Processes
Kevin Andrews, Manfred Reichert
Business process management systems from various vendors are used by companies around the globe. Most of these systems allow for the full or partial automation of business processe…
The Atlas of Lane Changes: Investigating Location-dependent Lane Change Behaviors Using Measurement Data from a Customer Fleet
Florian Wirthmüller, Jochen Hipp, Christian Reichenbächer +1
The prediction of surrounding traffic participants behavior is a crucial and challenging task for driver assistance and autonomous driving systems. Today's approaches mainly focus…
Are Non-Experts Able to Comprehend Business Process Models -- Study Insights Involving Novices and Experts
Michael Winter, Rüdiger Pryss, Thomas Probst +4
The comprehension of business process models is crucial for enterprises. Prior research has shown that children as well as adolescents perceive and interpret graphical representati…
Corona Health -- A Study- and Sensor-based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic
Felix Beierle, Johannes Schobel, Carsten Vogel +29
Physical and mental well-being during the COVID-19 pandemic is typically assessed via surveys, which might make it difficult to conduct longitudinal studies and might lead to data…