1 citations · 3 across the 4 of their papers we have counts for
4 papers
Stacked Confusion Reject Plots (SCORE)
Stephan Hasler, Lydia Fischer
Machine learning is more and more applied in critical application areas like health and driver assistance. To minimize the risk of wrong decisions, in such applications it is neces…
Precision and Recall Reject Curves for Classification
Lydia Fischer, Patricia Wollstadt
For some classification scenarios, it is desirable to use only those classification instances that a trained model associates with a high certainty. To obtain such high-certainty i…
Designing Interaction for Multi-agent Cooperative System in an Office Environment
Chao Wang, Stephan Hasler, Manuel Muehlig +4
Future intelligent system will involve very various types of artificial agents, such as mobile robots, smart home infrastructure or personal devices, which share data and collabora…
Optimum Reject Options for Prototype-based Classification
Lydia Fischer, Barbara Hammer, Heiko Wersing
We analyse optimum reject strategies for prototype-based classifiers and real-valued rejection measures, using the distance of a data point to the closest prototype or probabilisti…