2 citations · 3 across the 3 of their papers we have counts for
4 papers · 1 filter
A data-driven approach to linking design features with manufacturing process data for sustainable product development
Jiahang Li, Lucas Cazzonelli, Jacqueline Höllig +2
The growing adoption of Industrial Internet of Things (IIoT) technologies enables automated, real-time collection of manufacturing process data, unlocking new opportunities for dat…
CodeSCAN: ScreenCast ANalysis for Video Programming Tutorials
Alexander Naumann, Felix Hertlein, Jacqueline Höllig +2
Programming tutorials in the form of coding screencasts play a crucial role in programming education, serving both novices and experienced developers. However, the video format of…
XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification
Jacqueline Höllig, Steffen Thoma, Florian Grimm
Despite the growing body of work on explainable machine learning in time series classification (TSC), it remains unclear how to evaluate different explainability methods. Resorting…
TSInterpret: A unified framework for time series interpretability
Jacqueline Höllig, Cedric Kulbach, Steffen Thoma
With the increasing application of deep learning algorithms to time series classification, especially in high-stake scenarios, the relevance of interpreting those algorithms become…