Marwin Züfle

A Survey on Predictive Maintenance for Industry 4.0

Christian Krupitzer, Tim Wagenhals, Marwin Züfle et al. · arXiv (Cornell University) · 2020 · 50 citations · Full text

Software Maintenance, Engineering, Industrial Engineering +21

A machine learning-based workflow for automatic detection of anomalies in machine tools

Marwin Züfle, Felix Moog, Veronika Lesch et al. · ISA Transactions · 2021 · 37 citations

Software Maintenance, Anomaly Detection, Machine Learning +20

Time Series Forecasting for Self-Aware Systems

André Bauer, Marwin Züfle, Nikolas Herbst et al. · Proceedings of the IEEE · 2020 · 25 citations

Forecasting Methodology, Engineering, Big Data Analytics +22

Libra: A Benchmark for Time Series Forecasting Methods

André Bauer, Marwin Züfle, Simon Eismann et al. · 2021 · 20 citations

Forecasting Methodology, Forecasting Benchmark, Expert Knowledge +15

Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field

André Bauer, Marwin Züfle, Nikolas Herbst et al. · 2020 · 17 citations

Reliable Forecast Accuracy, Forecasting Methodology, Engineering +20