A genetic algorithm for discovering process trees

2012 IEEE Congress on Evolutionary Computation, CEC 2012

Volumn , Issue , 2012, Pages

  Buijs, J C A M ^a   Van Dongen, B F ^a   Van Der Aalst, W M P ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC PROCESS MINING; PROCESS DISCOVERY; PROCESS MODEL; QUALITY DIMENSION; SEARCH PROCESS; TREE REPRESENTATION;

ALGORITHMS; DATA MINING; WEBSITES;

FORESTRY;

ALGORITHMS; DATA PROCESSING; EXPERIMENTATION; INTERNET; MATHEMATICAL MODELS;

EID: 84866867342     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2012.6256458     Document Type: Conference Paper

References (17)

1. W.M.P. van der Aalst. Workflow Patterns. In L. Liu and M. Tamer Özsu, editors, Encyclopedia of Database Systems, pages 3557-3558. Springer-Verlag, Berlin, 2009.
2. W.M.P. van der Aalst. Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer-Verlag, Berlin, 2011.
3. W.M.P. van der Aalst, J.C.A.M. Buijs, and B.F. van Dongen. Improving the Representational Bias of Process Mining Using Genetic Tree Mining. In SIMPDA 2011 Procedings. Springer-Verlag, 2011.
4. W.M.P. van der Aalst, A.K. Alves de Medeiros, and A.J.M.M. Weijters. Genetic Process Mining. In G. Ciardo and P. Darondeau, editors, Applications and Theory of Petri Nets 2005, volume 3536 of Lecture Notes in Computer Science, pages 48-69. Springer-Verlag, Berlin, 2005.
5. A. Adriansyah, B. van Dongen, and W.M.P. van der Aalst. Conformance Checking using Cost-Based Fitness Analysis. In IEEE International Enterprise Computing Conference (EDOC 2011), pages 55-64. IEEE Computer Society, 2011.
6. A.E. Eiben and J.E. Smith. Introduction to evolutionary computing. Springer Verlag, 2003.
7. C.W. Günther and W.M.P. van der Aalst. Fuzzy Mining: Adaptive Process Simplification Based on Multi-perspective Metrics. In International Conference on Business Process Management (BPM 2007), 2007.
8. Oliver Kopp, Daniel Martin, Daniel Wutke, and Frank Leymann. The Difference Between Graph-Based and Block-Structured Business Process Modelling Languages. Enterprise Modelling and Information Systems Architecture, 4(1):3-13, 2009.
9. A.K. Alves de Medeiros. Genetic Process Mining. Phd thesis, Eindhoven University of Technology, 2006.
10. A.K. Alves de Medeiros, A.J.M.M. Weijters, and W.M.P. van der Aalst. Genetic Process Mining: An Experimental Evaluation. Data Mining and Knowledge Discovery, 14(2):245-304, 2007.
11. J. Munoz-Gama, A. Adriansyah, J. Carmona, B.F. van Dongen, and W.M.P. van der Aalst. Alignment Based Precision Checking in Process Mining. In SAC2012 Proceedings, Riva del Garda, Italy, 2011.
12. A. Rozinat and W.M.P. van der Aalst. Conformance Checking of Processes Based on Monitoring Real Behavior. Information Systems, 33(1):64-95, 2008.
13. Guido Schimm. Mining most specific workflow models from event-based data. In Proceedings of the 2003 international conference on Business process management, BPM'03, pages 25-40, Berlin, Heidelberg, 2003. Springer-Verlag.
14. J. Vanhatalo, H. Völzer, and J. Koehler. The Refined Process Structure Tree. Data and Knowledge Engineering, 68(9):793-818, 2009.
15. H.M.W. Verbeek, J.C.A.M. Buijs, B.F. van Dongen, and W.M.P. van der Aalst. XES, XESame, and ProM 6. In P. Soffer and E. Proper, editors, Information Systems Evolution, volume 72 of Lecture Notes in Business Information Processing, pages 60-75. Springer-Verlag, Berlin, 2010.
16. J.M.E.M. van der Werf, B.F. van Dongen, C.A.J. Hurkens, and A. Serebrenik. Process Discovery using Integer Linear Programming. Fundamenta Informaticae, 94:387-412, 2010.
17. M. Weske. Business Process Management: Concepts, Languages, Architectures. Springer-Verlag, Berlin, 2007.