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IAL@PKDD/ECML 2017: Skopje, Macedonia
- Georg Krempl, Vincent Lemaire, Robi Polikar, Bernhard Sick, Daniel Kottke, Adrian Calma:
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), Skopje, Macedonia, September 18, 2017. CEUR Workshop Proceedings 1924, CEUR-WS.org 2017
Research Papers
- Daniel Kottke, Adrian Calma, Denis Huseljic, Georg Krempl, Bernhard Sick:
Challenges of Reliable, Realistic and Comparable Active Learning Evaluation. 2-14 - Bernd Malle, Peter Kieseberg, Andreas Holzinger:
Interactive Anonymization for Privacy aware Machine Learning. 15-26 - Vincent Vercruyssen, Wannes Meert, Jesse Davis:
Transfer Learning for Time Series Anomaly Detection. 27-36 - Dominik Lang, Daniel Kottke, Georg Krempl:
Probabilistic Active Learning with Structure-Sensitive Kernels. 37-48 - Adrian Calma, Bernhard Sick:
Simulation of Annotators for Active Learning: Uncertain Oracles. 49-58
Short Research Papers
- Firas Jarboui, Vincent Rocchisani, Wilfried Kirschenmann:
Users Behavioural Inference with Markovian Decision Process and Active Learning. 59-61 - Subba Reddy Oota, Vijayasaradhi Indurthi, Mounika Marreddy, Sandeep Sricharan Mukku, Radhika Mamidi:
Multi-Arm Active Transfer Learning for Telugu Sentiment Analysis. 62-63 - Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski:
Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. 64-66
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