Region of Smart Factories (RoSF), Industry 4.0
Michiel Straat
Postdoctoral Research Group Leader “Life-long 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 …
