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06/12/2022
An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data
Insufficient steel quality in mass production can cause extremely costly...
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08/31/2020
Complex-valued embeddings of generic proximity data
Proximities are at the heart of almost all machine learning methods. If ...
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05/21/2020
Supervised Learning in the Presence of Concept Drift: A modelling framework
We present a modelling framework for the investigation of supervised lea...
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10/16/2019
Hidden Unit Specialization in Layered Neural Networks: ReLU vs. Sigmoidal Activation
We study layered neural networks of rectified linear units (ReLU) in a m...
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05/29/2019
Segmentation of blood vessels in retinal fundus images
In recent years, several automatic segmentation methods have been propos...
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03/18/2019
