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Change Point Detection and Dealing with Gradual and Multi-Order Dynamics in Process Mining

, , and . 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), volume 229 of Lecture Notes in Business Information Processing, page 161--178. Springer-Verlag, Berlin, (2015)

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Process Diagnostics Using Trace Alignment: Opportunities, Issues, and Challenges, and . Information Systems, 37 (2): 117--141 (2012)Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models, and . BPM 2009 Workshops, Proceedings of the Fifth Workshop on Business Process Intelligence (BPI'09), volume 43 of Lecture Notes in Business Information Processing, page 170--181. Springer-Verlag, Berlin, (2010)Discovering Signature Patterns from Event Logs, and . IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2013), page 111--118. Singapore, IEEE, (2013)Wanna Improve Process Mining Results? It's High Time We Consider Data Quality Issues Seriously, , and . IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2013), page 127--134. Singapore, IEEE, (2013)Dealing With Concept Drifts in Process Mining, , , and . IEEE Transactions on Neural Networks and Learning Systems, 25 (1): 154--171 (2014)When Process Mining Meets Bioinformatics, and . IS Olympics: Information Systems in a Diverse World, volume 107 of Lecture Notes in Business Information Processing, page 202--217. Springer-Verlag, Berlin, (2012)Change Point Detection and Dealing with Gradual and Multi-Order Dynamics in Process Mining, , and . 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), volume 229 of Lecture Notes in Business Information Processing, page 161--178. Springer-Verlag, Berlin, (2015)Process Mining Applied to the BPI Challenge 2012: Divide and Conquer While Discerning Resources, and . Business Process Management Workshops, International Workshop on Business Process Intelligence (BPI 2012), volume 132 of Lecture Notes in Business Information Processing, page 221--222. Springer-Verlag, Berlin, (2013)Mining Context-Dependent and Interactive Business Process Maps using Execution Patterns, , and . BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), volume 66 of Lecture Notes in Business Information Processing, page 109--121. Springer-Verlag, Berlin, (2011)Analysis of Patient Treatment Procedures, and . Business Process Management Workshops, International Workshop on Business Process Intelligence (BPI 2011), volume 99 of Lecture Notes in Business Information Processing, page 165--166. Springer-Verlag, Berlin, (2012)