6 citations · 7 across the 3 of their papers we have counts for
3 papers
Incorporating Shape Knowledge into Regression Models
Miltiadis Poursanidis, Patrick Link, Jochen Schmid +1
Informed learning is an emerging field in machine learning that aims to compensate for insufficient data with prior knowledge. Shape knowledge covers many types of prior knowledge…
Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
Patrick Link, Miltiadis Poursanidis, Jochen Schmid +4
Increasing digitalization enables the use of machine learning methods for analyzing and optimizing manufacturing processes. A main application of machine learning is the constructi…
Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition
Miltiadis Poursanidis, Jenny Benois-Pineau, Akka Zemmari +2
In many real-life tasks of application of supervised learning approaches, all the training data are not available at the same time. The examples are lifelong image classification o…