Process Analytics

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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
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Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

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Abstract

Journal

Machine Learning and Deep Learning (2021) Janiesch C, Zschech P, Heinrich K Journal article Process Data Properties Matter: Introducing Gated Convolutional Neural Networks (GCNN) and Key-Value-Predict Attention Networks (KVP) for Next Event Prediction with Deep Learning (2021) Heinrich K, Zschech P, Janiesch C, Bonin M Journal article Ein Vergleich aktueller Deep-Learning-Architekturen zur Prognose von Prozessverhalten (2020) Heinrich K, Zschech P, Janiesch C, Bonin M Conference contribution Application of Process Mining Techniques to Support Maintenance-Related Objectives (2019) Horn R, Zschech P Conference contribution Vom Controller zum Prozessanalysten (2017) Zschech P, Pfitzner M, Hilbert A Journal article Process Analytics (2016) Hilbert A, Zschech P Journal article