147 citations · 147 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2021★ 147 cited
A systematic literature review on state-of-the-art deep learning methods for process prediction
Dominic A. Neu, Johannes Lahann, Peter Fettke
Process mining enables the reconstruction and evaluation of business processes based on digital traces in IT systems. An increasingly important technique in this context is process…