Abstract

Invited Talk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ensemble Learning from Data Streams with Active and Semi-Supervised Approaches Bartosz Krawczyk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Research Papers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Challenges of Reliable, Realistic and Comparable Active Learning Evaluation Daniel Kottke, Adrian Calma, Denis Huseljic, Georg Krempl, and Bernhard Sick . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Interactive Anonymization for Privacy aware Machine Learning Bernd Malle, Peter Kieseberg, and Andreas Holzinger . . . . . . . . . . . . . . Transfer Learning for Time Series Anomaly Detection Vincent Vercruyssen, Wannes Meert, and Jesse Davis . . . . . . . . . . . . . . Probabilistic Active Learning with Structure-Sensitive Kernels Dominik Lang, Daniel Kottke, and Georg Krempl . . . . . . . . . . . . . . . . . . Simulation of Annotators for Active Learning: Uncertain Oracles Adrian Calma and Bernhard Sick . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

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References