3 papers
cs.DB2021
Continuous Compliance using Calculated Event Log Layers
Teemu Lehto, Johan Myrberger, Apoorva Pandey
Compliance has traditionally been a reactive activity, where directives and guidelines have been formally documented and, to a large extent, been assumed to be followed. This tradi…
cs.LG2019
Exploiting Event Log Event Attributes in RNN Based Prediction
Markku Hinkka, Teemu Lehto, Keijo Heljanko
In predictive process analytics, current and historical process data in event logs is used to predict the future, e.g., to predict the next activity or how long a process will stil…
cs.LG2018
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…