no code implementations • 7 Jun 2023 • Hans Weytjens, Wouter Verbeke, Jochen De Weerdt
Our contribution consists of experiments on timed process interventions with synthetic data that renders genuine online RL and the comparison to CI possible, and allows for an accurate evaluation of the results.
1 code implementation • 13 Jun 2022 • Hans Weytjens, Jochen De Weerdt
The inability of artificial neural networks to assess the uncertainty of their predictions is an impediment to their widespread use.
no code implementations • 5 Jul 2021 • Hans Weytjens, Jochen De Weerdt
Often the training and test sets are not completely separated, a data leakage problem particular to predictive process monitoring.
1 code implementation • 12 May 2021 • Hans Weytjens, Jochen De Weerdt
This obliviousness of uncertainty is a major obstacle towards their adoption in practice.
no code implementations • 14 Apr 2021 • Hans Weytjens, Jochen De Weerdt
Attention is another technique that, in combination with LSTMs, has found application in time series classification and was included in our research.