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cs.LG2022
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition
Maximilian Popko, Sebastian Bader, Stefan Lüdtke +1
The automatic, sensor-based assessment of challenging behavior of persons with dementia is an important task to support the selection of interventions. However, predicting behavior…
cs.LG2022
Outlier Explanation via Sum-Product Networks
Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Outlier explanation is the task of identifying a set of features that distinguish a sample from normal data, which is important for downstream (human) decision-making. Existing met…