6 citations · 24 across the 8 of their papers we have counts for
4 papers · 1 filter
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
Emanuel Slany, Yannik Ott, Stephan Scheele +2
Would you trust physicians if they cannot explain their decisions to you? Medical diagnostics using machine learning gained enormously in importance within the last decade. However…
Explainable Online Lane Change Predictions on a Digital Twin with a Layer Normalized LSTM and Layer-wise Relevance Propagation
Christoph Wehner, Francis Powlesland, Bashar Altakrouri +1
Artificial Intelligence and Digital Twins play an integral role in driving innovation in the domain of intelligent driving. Long short-term memory (LSTM) is a leading driver in the…
An Interactive Explanatory AI System for Industrial Quality Control
Dennis Müller, Michael März, Stephan Scheele +1
Machine learning based image classification algorithms, such as deep neural network approaches, will be increasingly employed in critical settings such as quality control in indust…
Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings
Gesina Schwalbe, Christian Wirth, Ute Schmid
One major drawback of deep convolutional neural networks (CNNs) for use in safety critical applications is their black-box nature. This makes it hard to verify or monitor complex,…