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Which cluster algorithm is able to cluster on multiset propertes of cases?
Dear Prom users,
I am looking for a cluster algorithm that works on multisets of activities. The sequence of activites is not important in my case, and the algorithms I have read so far cluster partially on the sequence of activities. Which algorithm could be suited to group cases based on their multiset properties? (http://en.wikipedia.org/wiki/Multiset) Compare which activities are performed and how many times each activity is performed. Does anyone has an idea?
Best Answer
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You might want to look into the work of J.C. Bose, he proposed (and I assume implemented) many of such trace clustering algorithms.
Joos Buijs
Senior Data Scientist and process mining expert at APG (Dutch pension fund executor).
Previously Assistant Professor in Process Mining at Eindhoven University of Technology
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