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cs.LG2023
A Discussion on Generalization in Next-Activity Prediction
Luka Abb, Peter Pfeiffer, Peter Fettke +1
Next activity prediction aims to forecast the future behavior of running process instances. Recent publications in this field predominantly employ deep learning techniques and eval…
cs.LG2021
Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks
Peter Pfeiffer, Johannes Lahann, Peter Fettke
Learning meaningful representations of data is an important aspect of machine learning and has recently been successfully applied to many domains like language understanding or com…