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 2022), Grenoble, France, September 23, 2022 - researchr publication

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Daniel Kottke, Georg Krempl, Andreas Holzinger, Barbara Hammer, 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 2022), Grenoble, France, September 23, 2022. Volume 3259 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Conference: pkdd2022

Abstract is missing.

A Concept for Automated Polarized Web Content Annotation based on Multimodal Active LearningMarek Herde, Denis Huseljic, Jelena Mitrovic, Michael Granitzer, Bernhard Sick. 1-6 [doi]

BioSegment: Active Learning segmentation for 3D electron microscopy imagingBenjamin Rombaut, Joris Roels, Yvan Saeys. 7-26 [doi]

Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge SourcesLukas Rauch, Denis Huseljic, Bernhard Sick. 27-42 [doi]

Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional RepresentationsSandra Gilhuber, Max Berrendorf, Yunpu Ma, Thomas Seidl 0001. 43-48 [doi]

A Practical Evaluation of Active Learning Approaches for Object DetectionJan Schneegans, Maarten Bieshaar, Bernhard Sick. 49-67 [doi]

Certifiable Active Class Selection in Multi-Class ClassificationMartin Senz, Mirko Bunse, Katharina Morik. 68-76 [doi]

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