3 citations · 4 across the 9 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.LG2024
Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbines
Kenan Weber, Christine Preisach
Common challenges in fault diagnosis include the lack of labeled data and the need to build models for each domain, resulting in many models that require supervision. Transfer lear…
cs.CY2024
Addressing Label Leakage in Knowledge Tracing Models
Yahya Badran, Christine Preisach
Knowledge Tracing (KT) is concerned with predicting students' future performance on learning items in intelligent tutoring systems. Learning items are tagged with skill labels call…
stat.ML2024★ 1 cited
Leave-One-Out-, Bootstrap- and Cross-Conformal Anomaly Detectors
Oliver Hennhöfer, Christine Preisach
The need for uncertainty quantification in anomaly detection systems has become increasingly important. In this context, effectively controlling Type I error rates without inflatin…