35 citations · 41 across the 3 of their papers we have counts for
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cs.LG2021★ 6 cited
Process Model Forecasting Using Time Series Analysis of Event Sequence Data
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy +2
Process analytics is an umbrella of data-driven techniques which includes making predictions for individual process instances or overall process models. At the instance level, vari…
cs.LG2020
Predictive Process Model Monitoring using Recurrent Neural Networks
Johannes De Smedt, Jochen De Weerdt
The field of predictive process monitoring focuses on case-level models to predict a single specific outcome such as a particular objective, (remaining) time, or next activity/rema…