Abstractions in process mining: A taxonomy of patterns

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5701 LNCS, Issue , 2009, Pages 159-175

  Jagadeesh Chandra Bose, R P ^a,b   Van Der Aalst, Wil M P ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b PHILIPS HEALTHCARE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIERARCHICAL PROCESS; IN-PROCESS; LIFE LOG; LIFE PROCESS; MULTIPLE APPLICATIONS; PATTERN DEFINITION; PRE-PROCESSING; PRE-PROCESSING STEP; PROCESS MINING; PROCESS MODEL;

ABSTRACTING; ENTERPRISE RESOURCE MANAGEMENT; FAULT DETECTION; MINING; PROCESS MONITORING; TAXONOMIES;

SECURITY OF DATA;

EID: 70349319805     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03848-8_12     Document Type: Conference Paper

References (14)

1. van der Aalst, W., Weijters, A., Maruster, L.: Workflow Mining: Discovering Process Models from Event Logs. IEEE Trans. Knowl. Data Eng. 16(9), 1128-1142 (2004)
2. de Medeiros, A.K.A., van der Aalst, W., Pedrinaci, C.: Semantic Process Mining Tools: Core Building Blocks. In: 16th European Conference on Information Systems, pp. 1953-1964 (2008)
3. Ristad, E.S., Yianilos, P.N.: Learning String-Edit Distance. IEEE Trans. PAMI 20(5), 522-532 (1998)
4. Bose, R.P.J.C., van der Aalst, W.: Context Aware Trace Clustering: Towards Improving Process Mining Results. In: SIAM International Conference on Data Mining, pp. 401-412 (2009)
5. Gusfield, D.: Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology. Cambridge University Press, Cambridge (1997)
6. Kolpakov, K.: Finding Maximal Repetitions in a Word in Linear Time. In: IEEE Symposium on Foundations of Computer Science (FOCS), pp. 596-604 (1999)
7. Cheung, C.F., Yu, J.X., Lu, H.: Constructing Suffix Tree for Gigabyte Sequences with Megabyte Memory. IEEE Trans. Knowl. Data Eng. 17(1), 90-105 (2005)
8. Gusfield, D., Stoye, J.: Linear Time Algorithms for Finding and Representing all the Tandem Repeats in a String. Journal of Computer and System Sciences 69, 525-546 (2004)
9. Sokol, D., Benson, G., Tojeira, J.: Tandem Repeats Over the Edit Distance. Bioinformatics 23(2), e30-e36 (2007)
10. Ukkonen, E.: On-Line Construction of Suffix Trees. Algorithmica 14(3), 249-260 (1995)
11. Greco, G., Guzzo, A., Pontieri, L.: Mining Hierarchies of Models: From Abstract Views to Concrete Specifications. In: Business Process Management, pp. 32-47 (2005)
12. Greco, G., Guzzo, A., Pontieri, L.: Mining Taxonomies of Process Models. Data Knowl. Eng. 67(1), 74-102 (2008)
13. Polyvyanyy, A., Smirnov, S., Weske, M.: Process Model Abstraction: A Slider Approach. In: Enterprise Distributed Object Computing, pp. 325-331 (2008)
14. Günther, C.W., van der Aalst, W.M.P.: Fuzzy Mining - Adaptive Process Simplification Based on Multi-perspective Metrics. In: Business Process Management, pp. 328-343 (2007)