10 citations · 20 across the 6 of their papers we have counts for
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cs.LG2019★ 10 cited
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection
Konstantinos Nikolaidis, Stein Kristiansen, Vera Goebel +3
Supervised machine learning applications in the health domain often face the problem of insufficient training datasets. The quantity of labelled data is small due to privacy concer…
cs.LG2019★ 7 cited
Learning from Higher-Layer Feature Visualizations
Konstantinos Nikolaidis, Stein Kristiansen, Vera Goebel +1
Driven by the goal to enable sleep apnea monitoring and machine learning-based detection at home with small mobile devices, we investigate whether interpretation-based indirect kno…