Prototype Selection Using Clustering and Conformance Metrics for Process Discovery

[1]  Wil M. P. van der Aalst,et al.  Conformance Checking Approximation Using Subset Selection and Edit Distance , 2020, Advanced Information Systems Engineering.

[2]  Wil M. P. van der Aalst,et al.  The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms , 2019, ADBIS.

[3]  Marlon Dumas,et al.  Metaheuristic Optimization for Automated Business Process Discovery , 2019, BPM.

[4]  Josep Carmona,et al.  Generalized Alignment-Based Trace Clustering of Process Behavior , 2019, Petri Nets.

[5]  Marlon Dumas,et al.  Split miner: automated discovery of accurate and simple business process models from event logs , 2019, Knowledge and Information Systems.

[6]  Lars Grunske,et al.  How Much Event Data Is Enough? A Statistical Framework for Process Discovery , 2018, CAiSE.

[7]  Josep Carmona,et al.  Conformance Checking Software , 2018 .

[8]  Boudewijn F. van Dongen,et al.  Discovering workflow nets using integer linear programming , 2017, Computing.

[9]  Arthur H. M. ter Hofstede,et al.  Filtering Out Infrequent Behavior from Business Process Event Logs , 2017, IEEE Transactions on Knowledge and Data Engineering.

[10]  Wil M. P. van der Aalst,et al.  Mining local process models , 2016, J. Innov. Digit. Ecosyst..

[11]  Wil M. P. van der Aalst,et al.  Process Mining , 2016, Springer Berlin Heidelberg.

[12]  Bart Baesens,et al.  Active Trace Clustering for Improved Process Discovery , 2013, IEEE Transactions on Knowledge and Data Engineering.

[13]  Sander J. J. Leemans,et al.  Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour , 2013, Business Process Management Workshops.

[14]  Boudewijn F. van Dongen,et al.  On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery , 2012, OTM Conferences.

[15]  Josep Carmona,et al.  A Fresh Look at Precision in Process Conformance , 2010, BPM.

[16]  Wil M. P. van der Aalst,et al.  Complexity metrics for Workflow nets , 2009, Inf. Softw. Technol..

[17]  Luigi Pontieri,et al.  Outlier Detection Techniques for Process Mining Applications , 2008, ISMIS.

[18]  Nancy Chinchor,et al.  MUC-4 evaluation metrics , 1992, MUC.