C4.5: programs for machine learning
C4.5: programs for machine learning
Generic Linear Business Process Modeling
ER '00 Proceedings of the Workshops on Conceptual Modeling Approaches for E-Business and The World Wide Web and Conceptual Modeling: Conceptual Modeling for E-Business and the Web
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Discovering workflow models from activities' lifespans
Computers in Industry - Special issue: Process/workflow mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Mining configurable enterprise information systems
Data & Knowledge Engineering
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
Discovering protocols and organizational structures in workflows
NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems
A novel approach for process mining based on event types
Journal of Intelligent Information Systems
A Petri net-based model for verification of obligations and accountability in cooperative systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Generating a process model from a process audit log
BPM'03 Proceedings of the 2003 international conference on Business process management
Rediscovery of government process model in e-government
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Machine-assisted design of business process models using descriptor space analysis
BPM'10 Proceedings of the 8th international conference on Business process management
Incremental workflow mining based on document versioning information
SPW'05 Proceedings of the 2005 international conference on Unifying the Software Process Spectrum
Towards mining structural workflow patterns
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
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
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Today, process schemes are required for a lot of purposes. Extracting process schemes from event-based data is an alternative to creating them manually. Process Miner is a research prototype that can extract process schemes from event-based data. Its extracting procedure is a multistage data mining that uses a special process model. This paper outlines the main features of the tool and gives an insight into the theoretical background. Also, it describes shortly its implementation and outlines its experimental evaluation.