36 citations · 52 across the 7 of their papers we have counts for
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cs.LG2018★ 36 cited
Classifying Process Instances Using Recurrent Neural Networks
Markku Hinkka, Teemu Lehto, Keijo Heljanko +1
Process Mining consists of techniques where logs created by operative systems are transformed into process models. In process mining tools it is often desired to be able to classif…
cs.LG2017★ 10 cited
Structural Feature Selection for Event Logs
Markku Hinkka, Teemu Lehto, Keijo Heljanko +1
We consider the problem of classifying business process instances based on structural features derived from event logs. The main motivation is to provide machine learning based tec…