51 citations · 117 across the 20 of their papers we have counts for
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Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry
Patrick Hemmer, Niklas Kühl, Jakob Schöffer
Computer-generated imagery of car models has become an indispensable part of car manufacturers' advertisement concepts. They are for instance used in car configurators to offer cus…
Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence
Max Schemmer, Niklas Kühl, Gerhard Satzger
While recent advances in AI-based automated decision-making have shown many benefits for businesses and society, they also come at a cost. It has for long been known that a high le…
What to Prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development
Thi Thu Hang Do, Markus Dobler, Niklas Kühl
Managing large numbers of incoming bug reports and finding the most critical issues in hardware development is time consuming, but crucial in order to reduce development costs. In…
Deep Learning Strategies for Industrial Surface Defect Detection Systems
Dominik Martin, Simon Heinzel, Johannes Kunze von Bischhoffshausen +1
Deep learning methods have proven to outperform traditional computer vision methods in various areas of image processing. However, the application of deep learning in industrial su…
Towards a Reference Architecture for Future Industrial Internet of Things Networks
Dominik Martin, Niklas Kühl, Marcel Schwenk
With the continuing decrease of sensor technology prices as well as the increase of communication and analytical capabilities of modern internet of things devices, the continuously…
labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds
Christoph Sager, Patrick Zschech, Niklas Kühl
Within the past decade, the rise of applications based on artificial intelligence (AI) in general and machine learning (ML) in specific has led to many significant contributions wi…
Needmining: Designing Digital Support to Elicit Needs from Social Media
Niklas Kühl, Gerhard Satzger
Today's businesses face a high pressure to innovate in order to succeed in highly competitive markets. Successful innovations, though, typically require the identification and anal…