Fuzzy mining: adaptive process simplification based on multi-perspective metrics

作者: Christian W. Günther , Wil M. P. van der Aalst

DOI: 10.1007/978-3-540-75183-0_24

关键词:

摘要: … Process Mining is a technique for extracting process models … Unfortunately, traditional process mining approaches have … This paper proposes a new process mining approach to …

参考文章(19)
Joachim Herbst, A Machine Learning Approach to Workflow Management european conference on machine learning. pp. 183- 194 ,(2000) , 10.1007/3-540-45164-1_19
Rakesh Agrawal, Dimitrios Gunopulos, Frank Leymann, Mining Process Models from Workflow Logs extending database technology. pp. 469- 483 ,(1998) , 10.1007/BFB0101003
B. F. van Dongen, W. M. P. van der Aalst, Multi-phase Process Mining: Building Instance Graphs international conference on conceptual modeling. ,vol. 3288, pp. 362- 376 ,(2004) , 10.1007/978-3-540-30464-7_29
A.J.M.M. Weijters, W.M.P van der Aalst, Rediscovering workflow models from event-based data using little thumb Computer-Aided Engineering. ,vol. 10, pp. 151- 162 ,(2003) , 10.3233/ICA-2003-10205
A. K. Jain, M. N. Murty, P. J. Flynn, Data clustering: a review ACM Computing Surveys. ,vol. 31, pp. 264- 323 ,(1999) , 10.1145/331499.331504
Jonathan E. Cook, Alexander L. Wolf, Discovering models of software processes from event-based data ACM Transactions on Software Engineering and Methodology. ,vol. 7, pp. 215- 249 ,(1998) , 10.1145/287000.287001
Eric Badouel, Luca Bernardinello, Philippe Darondeau, The synthesis problem for elementary net systems is NP-complete Theoretical Computer Science. ,vol. 186, pp. 107- 134 ,(1997) , 10.1016/S0304-3975(96)00219-8
B. F. van Dongen, A. K. A. de Medeiros, H. M. W. Verbeek, A. J. M. M. Weijters, W. M. P. van der Aalst, The ProM Framework: A New Era in Process Mining Tool Support Applications and Theory of Petri Nets 2005. pp. 444- 454 ,(2005) , 10.1007/11494744_25
W. van der Aalst, T. Weijters, L. Maruster, Workflow mining: discovering process models from event logs IEEE Transactions on Knowledge and Data Engineering. ,vol. 16, pp. 1128- 1142 ,(2004) , 10.1109/TKDE.2004.47
Alex Pothen, Horst D. Simon, Kang-Pu Liou, Partitioning sparse matrices with eigenvectors of graphs SIAM Journal on Matrix Analysis and Applications. ,vol. 11, pp. 430- 452 ,(1990) , 10.1137/0611030