Free choice Petri nets
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
Software process validation: quantitatively measuring the correspondence of a process to a model
ACM Transactions on Software Engineering and Methodology (TOSEM)
Production workflow: concepts and techniques
Production workflow: concepts and techniques
Workflow management: models, methods, and systems
Workflow management: models, methods, and systems
Internet-Based Workflow Management: Towards a Semantic Web
Internet-Based Workflow Management: Towards a Semantic Web
Business Process Management, Models, Techniques, and Empirical Studies
Business Process Management, Models, Techniques, and Empirical Studies
A Machine Learning Approach to Workflow Management
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Data Mining von Workflow-Protokollen zur teilautomatisierten Konstruktion von Prozeßmodellen
Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), 9. GI-Fachtagung,
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Computers in Industry - Special issue: Process/workflow mining
Discovering workflow models from activities' lifespans
Computers in Industry - Special issue: Process/workflow mining
Discovering models of behavior for concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
Computers in Industry - Special issue: Process/workflow mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Discovering Social Networks from Event Logs
Computer Supported Cooperative Work
Mining of ad-hoc business processes with TeamLog
Data & Knowledge Engineering
Interactive workflow mining: requirements, concepts and implementation
Data & Knowledge Engineering - Special issue: Business process management
Discovering Expressive Process Models by Clustering Log Traces
IEEE Transactions on Knowledge and Data Engineering
Mining compressed commodity workflows from massive RFID data sets
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Business process mining: An industrial application
Information Systems
Tracking in a spaghetti bowl: monitoring transactions using footprints
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A novel approach for process mining based on event types
Journal of Intelligent Information Systems
Using Genetic Process Mining Technology to Construct a Time-Interval Process Model
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Discovering expressive process models from noised log data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance
Electronic Notes in Theoretical Computer Science (ENTCS)
Generating a process model from a process audit log
BPM'03 Proceedings of the 2003 international conference on Business process management
Mining invisible tasks from event logs
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Agent assignment for process management: agent performance evaluation
Proceedings of the 7th International Conference on Frontiers of Information Technology
Mining process models with prime invisible tasks
Data & Knowledge Engineering
A multi-functional architecture addressing workflow and service challenges using provenance data
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
Mining of flexible manufacturing system using work event logs and petri nets
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Towards mining structural workflow patterns
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Mining hierarchies of models: from abstract views to concrete specifications
BPM'05 Proceedings of the 3rd international conference on Business Process Management
Mining constrained graphs: the case of workflow systems
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
The prom framework: a new era in process mining tool support
ICATPN'05 Proceedings of the 26th international conference on Applications and Theory of Petri Nets
Process mining for ubiquitous mobile systems: an overview and a concrete algorithm
UMICS'04 Proceedings of the Second CAiSE conference on Ubiquitous Mobile Information and Collaboration Systems
A bottom-up workflow mining approach for workflow applications analysis
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Towards a framework for the agile mining of business processes
BPM'05 Proceedings of the Third international conference on Business Process Management
Discovering process models from event multiset
Expert Systems with Applications: An International Journal
Applying process analysis to the italian egovernment enterprise architecture
WS-FM'11 Proceedings of the 8th international conference on Web Services and Formal Methods
Cross-organizational collaborative workflow mining from a multi-source log
Decision Support Systems
Comprehensive rule-based compliance checking and risk management with process mining
Decision Support Systems
Improving business process decision making based on past experience
Decision Support Systems
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Contemporary workflow management systems are driven by explicit process models, i.e., a completely specified workflow design is required in order to enact a given workflow process. Creating a workflow design is a complicated time-consuming process and typically there are discrepancies between the actual workflow processes and the processes as perceived by the management. Therefore, we have developed techniques for discovering workflow models. Starting point for such techniques are so-called "workflow logs" containing information about the workflow process as it is actually being executed. In this paper, we extend our existing mining technique 驴 [4] to incorporate time. We assume that events in workflow logs bear timestamps. This information is used to attribute timing such as queue times to the discovered workflow model. The approach is based on Petri nets and timing information is attached to places. This paper also presents our workflow-mining tool EMiT. This tool translates the workflow log of several commercial systems (e.g., Staffware) to an independent XML format. Based on this format the tool mines for causal relations and produces a graphical workflow model expressed in terms of Petri nets.