Ralf Gitzel

An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health

Ido Amihai, Ralf Gitzel, Arzam Kotriwala et al. · 2018 · 69 citations

Engineering, Machine Learning, Industrial Engineering +22

Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering

Ido Amihai, Moncef Chioua, Ralf Gitzel et al. · 2018 · 24 citations

Using established Web Engineering knowledge in model-driven approaches

Ralf Gitzel, Axel Korthaus, Martin Schader · Science of Computer Programming · 2007 · 23 citations

Engineering, Web Engineering Knowledge, Design +9

Industrial Services as a Research Discipline

Ralf Gitzel, Björn Schmitz, Hansjörg Fromm et al. · DFKI GmbH, Institut für Wirtschaftsinformatik · 2015 · 16 citations · Full text

Industrial Services, Engineering, Service Innovation +25

A Data Quality Dashboard for Reliability Data

Ralf Gitzel, Simone Turring, Sylvia Maczey · 2015 · 15 citations

Total Quality Management, Software Maintenance, Engineering +17