Vol-3258⫷ Vol-3259 ⫸Vol-3260
urn:nbn:de:0074-3259-5

Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International ( CC BY 4.0 ) .

IAL 2022
Interactive Adaptive Learning 2022

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 .

Edited by

Daniel Kottke *
Georg Krempl
Andreas Holzinger *
Barbara Hammer ****

* University of Kassel , Faculty of Electrical Engineering and Computer Science, 34121 Kassel, Germany
** Utrecht University , Faculty of Science, 3512 JE Utrecht, Netherlands
*** University of Natural Resources and Life Sciences , Department of Forest and Soil Sciences, Institute of Forest Engineering, 1190 Vienna, Austria
**** University of Bielefeld , CITEC Center of Excellence, Inspiration 1, 33619 Bielefeld, Germany

Table of Contents

Front Matter
Preface
Summary: There were 9 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume.
Table of Contents

Research Papers

A Concept for Automated Polarized Web Content Annotation based on Multimodal Active Learning 1-6
Marek Herde , Denis Huseljic , Jelena Mitrović , Michael Granitzer , Bernhard Sick
BioSegment: Active Learning segmentation for 3D electron microscopy imaging 7-26
Benjamin Rombaut , Joris Roels , Yvan Saeys
Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge Sources 27-42
Lukas Rauch , Denis Huseljic , Bernhard Sick
Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional Representations 43-48
Sandra Gilhuber , Max Berrendorf , Yunpu Ma , Thomas Seidl
A Practical Evaluation of Active Learning Approaches for Object Detection 49-67
Jan Schneegans , Maarten Bieshaar , Bernhard Sick
Certifiable Active Class Selection in Multi-Class Classification 68-76
Martin Senz , Mirko Bunse , Katharina Morik

2022-10-13: submitted by Daniel Kottke, metadata incl. bibliographic data published under Creative Commons CC0
2022-11-02 : published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) | valid HTML5 |