Region of Smart Factories (RoSF), Industry 4.0
Michiel Straat
Postdoctoral Research Group Leader “Lifelong Machine Learning for Physical Systems”
My research interests include Machine Learning for Physical Systems and the theory of Neural Networks.
Publications
An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data
We present a typical Industry 4.0 case study: the real-time quality estimation of steel in a high-throughput production line using …
Learning Vector Quantization and relevances in complex coefficient space
In this contribution, we consider the classification of time series and similar functional data which can be represented in complex …
Prototypes and matrix relevance learning in complex Fourier space
In this contribution, we consider the classification of time-series and similar functional data which can be represented in complex …
