Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2020), Ghent, Belgium, September 14th, 2020 - researchr publication

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Daniel Kottke, Georg Krempl, Vincent Lemaire 0001, Andreas Holzinger, Adrian Calma, editors, Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2020), Ghent, Belgium, September 14th, 2020. Volume 2660 of CEUR Workshop Proceedings, CEUR-WS.org, 2020. [doi]

Conference: pkdd2020

Abstract is missing.

When Humans and AI CollideKori Inkpen. 1 [doi]

The Rapid Growth of Human-in-the-Loop Machine LearningRobert Munro. 2 [doi]

How to Measure Uncertainty in Uncertainty Sampling for Active LearningEyke Hüllermeier. 3 [doi]

From Explainable AI to Human-Centered AIAndreas Holzinger. 4 [doi]

Improving Unsupervised Domain Adaptation with Representative Selection TechniquesI-Ting Chen, Hsuan-Tien Lin. 5-21 [doi]

On the Transferability of Deep Neural Networks for Recommender SystemDuc Nguyen, Hao Niu, Kei Yonekawa, Mori Kurokawa, Chihiro Ono, Daichi Amagata, Takuya Maekawa, Takahiro Hara. 22-37 [doi]

Learning Active Learning at the Crossroads? Evaluation and DiscussionLouis Desreumaux, Vincent Lemaire 0001. 38-54 [doi]

The Effects of Reluctant and Fallible Users in Interactive Online Machine LearningAgnes Tegen, Paul Davidsson, Jan A. Persson. 55-71 [doi]

Active Learning for LSTM-autoencoder-based Anomaly Detection in Electrocardiogram ReadingsTomás Sabata, Martin Holena. 72-77 [doi]

Towards Landscape Analysis in Adaptive Learning of Surrogate ModelsZbynek Pitra, Martin Holena. 78-83 [doi]

VIAL-AD: Visual Interactive Labelling for Anomaly Detection - An Approach and Open Research QuestionsAndreas Theissler, Anna-Lena Kraft, Max Rudeck, Fabian Erlenbusch. 84-89 [doi]

Get a Human-In-The-Loop: Feature Engineering via Interactive VisualizationsDimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk. 90-95 [doi]

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