Open Access

Discovering Block–Structured Parallel Process Models from Causally Complete Event Logs


Cite

[1] AALSTVANDER, W. M. P. : Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer-Verlag, Berlin, (2011).10.1007/978-3-642-19345-3Search in Google Scholar

[2] AALSTVANDER, W. M. P.-WEIJTERS, A. J. M. M.-MARUSTER, L. : Workflow Mining: DisProcess Models from Event Logs., IEEE Transactions on Knowledge and Data Engineering, 16 No. 9 (2004), 1128-1142.Search in Google Scholar

[3] AALSTVANDER, W. M. P.-WEIJTERS, A. J. M. M.-MARUSTER, L. : Workflow Mining: Which Processes can be Rediscovered?, BETA Working Paper Series, WP 74, Eindhoven Univ. of Technology, Eindhoven, (2002).Search in Google Scholar

[4] AALSTVANDER, W. M. P.-STAHL, C. : Modeling Business Processes: A Petri Net Oriented Approach. MIT press, Cambridge, MA, (2011).10.7551/mitpress/8811.001.0001Search in Google Scholar

[5] AALSTVANDER, W. M. P. : Verification of Workflow Nets, Application and Theory of Petri Nets, Azema, P. and Balbo, G. eds., (1997), 407-426, Berlin: Springer-Verlag.Search in Google Scholar

[6] DEMEDEIROS, A. K. A.-AALSTVANDER,W. M. P.-WEIJTERS, A. J. M. M. : Workflow Mining: Current Status and Future Directions. In Meersman, R., Tari, Z. and Schmidt, D. C. editors, On the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE,, vol. 2888 of Lecture Notes in Computer Science (2003), pages 389-406, Springer, Berlin.Search in Google Scholar

[7] WEIJTERS, A. J. M. M.-RIBEIRO, J. T. S. : Flexible Heuristics Miner (FHM), BETAWorking Paper Series,WP 334 (2010), Eindhoven University of Technology, Eindhoven.Search in Google Scholar

[8] AGRAWAL, R.-GUNOPULOS, D.-LEYMANN, F. : Mining Process Models from Workflow Logs, Proc. Sixth Intl Conf. Extending Database Technology (1998),469-483.10.1007/BFb0101003Search in Google Scholar

[9] COOK, J. E.-WOLF, A. L. : Discovering Models of Software Processes from Event-Based Data, ACM Trans. Software Eng. and Methodology 7 No. 3 (1998) pages215-249.10.1145/287000.287001Search in Google Scholar

[10] COOK, J. E.-WOLF, A. L. : Event-Based Detection of Concurrency, Proc. Sixth Intl Symp. the Foundations of Software Eng. (FSE-6), (1998),35-45.10.1145/291252.288214Search in Google Scholar

[11] HERBST, J. : Dealing with Concurrency in Workflow Induction jour Proc. European Concurrent Eng. Conf., Baake, U., Zobel, R. Al-Akaidi, M. eds. (2000).Search in Google Scholar

[12] HERBST, J.-KARAGIANNIS, D. : Integrating Machine Learning and Workflow Management to Support Acquisition and Adaptation of Workflow Models jour Intl J. Intelligent Systems in Accounting, Finance, and Management,.Search in Google Scholar

[13] SCHIMM, G. : Process Miner-A Tool for Mining Process Schemes from Event-Based Data, Proc. Eighth European Conf. Artificial Intelligence (JELIA), Flesca, S. and Ianni, G., eds. (2002),525-528.10.1007/3-540-45757-7_47Search in Google Scholar

[14] DANIEL, F.-BARKAOUI, K.-DUSTDAR, S. : IEEE Task Force on Process Mining: Process Mining Manifesto, In Business Process Management Workshops, ser. Lecture Notes in Business Information Processing, Eds., 99, (2012), Springer-Verlag, Berlin, 169194.Search in Google Scholar

[15] CARMONA, J.-CORTADELLA, J.-KISHINEVSKY, M. : A Region-Based Algorithm for Discovering Petri Nets from Event Logs, in Business Process Management (BPM2008), 358-373.10.1007/978-3-540-85758-7_26Search in Google Scholar

[16] MEDEIROS, A.-AALSTVANDER, W. M. P.-WEIJTERS, A. J. M. M. : Genetic Process Mining: An Experimental Evaluation, Data Mining and Knowledge Discovery, 14 No. 2 (2007), 245-304.Search in Google Scholar

[17] [VANDONGEN, B. F.-ALVESDEMEDEIROS, A. K.-WEN, L. : Process Mining: Overview and Outlook of Petri Net Discovery Algorithms, ToPNOC 2 (2009), 225-242.Search in Google Scholar

[18] WEN, L.-AALSTVANDER,W. M. P.-WANG, J.-SUN, J. : Mining Process Models with Non-Free-Choice Constructs, Data Mining and Knowledge Discovery, 15 No. 2 (2007), 145-180.Search in Google Scholar

[19] GUENTHER, C. W.-AALSTVANDER, W. M. P. : Fuzzy Mining: Adaptive Process Simplification Based on Multi-perspective Metrics, in: BPM 2007, 4714 of LNCS (2007), Springer, 328-343.Search in Google Scholar

[20] AALSTVANDER, W. M. P.-VANDONGEN, B. F.-GÜNTHER, C. W.-MANS, R. S.-ALVESDEMEDEIROS, A. K.-ROZINAT, A.-RUBIN, V.-SONG, M.-VERBEEK, H. M. W.-WEIJTERS, A. J. M. M. : ProM 4.0: Comprehensive Support for Real Process Analysis,, In Kleijn, J. and Yakovlev, A. editors, Application and Theory of Petri Nets and Other Models of Concurrency (ICATPN 2007), 4546 of Lecture Notes in Computer Science (2007),, 484-494, Springer-Verlag, Berlin.Search in Google Scholar

[21] LEEMANS, S. J. J.-FAHLAND, D.-AALSTVANDER, W. M. P. : Discovering Block-structured Process Models from Incomplete Event Logs, In Ciardo, G. and Kindler, E. editors, Applications and Theory of Petri Nets 2014, l8489 of Lecture Notes in Computer Science (2014),, 91-110, Springer-Verlag, Berlin.Search in Google Scholar

[22] https://drive.google.com/open?id=0B7gNCSuMP3pKNEdNV0I0SUhHUjA.Search in Google Scholar

[23] POPOVIC, C. B. : Mathematical Statistics, Faculty of Sciences and Mathematics, University of Niˇs (2009), (in Serbian).Search in Google Scholar

[24] LEKIC, J.-MILICEV, D. : Discovering Models of Parallel Workflow Processes from Incomplete Event Logs, In Proceedings of the 3rd International Conference on Model-Driven Engineering and Software Development (MODELSWARD-2015), 477-482.Search in Google Scholar

[25] LING, J. M.-ZHANG, L.-FENG, Q. : An Improved Structure- based Approach to Measure Similarity of Business Process Models, In: Proc. of the 26th Intl Conf. on Software Engineering and Knowledge Engineering, 2014, 377-380.Search in Google Scholar

eISSN:
1339-309X
Language:
English
Publication timeframe:
6 times per year
Journal Subjects:
Engineering, Introductions and Overviews, other