Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Business process mining: An industrial application
Information Systems
Robust Process Discovery with Artificial Negative Events
The Journal of Machine Learning Research
Fuzzy mining: adaptive process simplification based on multi-perspective metrics
BPM'07 Proceedings of the 5th international conference on Business process management
Similarity of business process models: Metrics and evaluation
Information Systems
Process discovery in event logs: An application in the telecom industry
Applied Soft Computing
Process diagnostics using trace alignment: Opportunities, issues, and challenges
Information Systems
Risk-Aware Business Process Modeling and Simulation Using XML Nets
CEC '11 Proceedings of the 2011 IEEE 13th Conference on Commerce and Enterprise Computing
Process mining and verification of properties: an approach based on temporal logic
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
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Process mining techniques and tools perfectly complement the existing set of enterprise risk management approaches. Enterprise risk management aims at minimizing the negative effects of uncertainty on the objectives, while at the same time promoting the potential positive effects. Process mining research has proposed a broad range of techniques and tools that could be used to effectively support the activities related to the different phases of risk management. This paper contributes to the process mining and risk management research by providing a full exploration of the applicability of process mining in the context of the eight components of the COSO Enterprise Risk Management Framework. The identified applications will be illustrated based on the risks involved in insurance claim handling processes.