Process algebra
C4.5: programs for machine learning
C4.5: programs for machine learning
Automating process discovery through event-data analysis
Proceedings of the 17th international conference on Software engineering
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Event-based detection of concurrency
SIGSOFT '98/FSE-6 Proceedings of the 6th ACM SIGSOFT international symposium on Foundations of software engineering
Production workflow: concepts and techniques
Production workflow: concepts and techniques
Workflow management: models, methods, and systems
Workflow management: models, methods, and systems
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
Process discovery and validation through event-data analysis
Process discovery and validation through event-data analysis
Proceedings of the 44th annual Southeast regional conference
Discovering the software process by means of stochastic workflow analysis
Journal of Systems Architecture: the EUROMICRO Journal - Special issue: AGILE methodologies for software production
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Process Mining towards Semantics
Advances in Web Semantics I
σ-algorithm: structured workflow process mining through amalgamating temporal workcases
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Rediscovery of government process model in e-government
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Fraud detection in process aware systems
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Mining program workflow from interleaved traces
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining process models with prime invisible tasks
Data & Knowledge Engineering
BPM'06 Proceedings of the 4th international conference on Business Process Management
Detecting implicit dependencies between tasks from event logs
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Mining workflow recovery from event based logs
BPM'05 Proceedings of the 3rd international conference on Business Process Management
A workflow mining method through model rewriting
CRIWG'05 Proceedings of the 11th international conference on Groupware: design, Implementation, and Use
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
On web services workflow mining
BPM'05 Proceedings of the Third international conference on Business Process Management
Expert Systems with Applications: An International Journal
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The mining of workflow models from workflow logs is an alternative to construct models from scratch. It also offers a mean to analyze and optimize workflows already supported by workflow management systems. In many cases, the benefit of workflow mining depends on the exactness of the mined models. This paper presents an approach on mining exact workflow models from workflow logs. First, it outlines a model representation and specifies the mining input. Based on these foundations a complete mining procedure is described step by step and illustrated by an example. Finally, this paper presents an implementation of the approach and outlines evaluation results.