Similarity-Based Approaches for Determining the Number of Trace Clusters in Process Discovery

Author:

De Koninck PieterORCID,De Weerdt JochenORCID

Publisher

Springer Berlin Heidelberg

Reference31 articles.

1. van der Aalst, W.: Process Mining: Data Science in Action. Springer, Berlin (2016)

2. Lecture Notes in Business Information Processing;RPJC Bose,2010

3. Bose, R., Aalst, W.V.D.: Context aware trace clustering: towards improving process mining results. In: SDM, pp. 401–412 (2009)

4. Davies, D.L., Bouldin, D.W.: A cluster separation measure. IEEE Trans. Pattern Anal. Mach. Intell. 2, 224–227 (1979)

5. De Koninck, P., De Weerdt, J.: Determining the number of trace clusters: a stability-based approach. In: Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data (ATAED) 2016, vol. 1592, pp. 1–15. CEUR-ws Workshop Proceedings (2016)

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4. Trace Clustering;Encyclopedia of Big Data Technologies;2018

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