Vol-2192
urn:nbn:de:0074-2192-8

Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

IAL 2018
Interactive Adaptive Learning

Proceedings of the Workshop on Interactive Adaptive Learning
co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018)

Dublin, Ireland, September 10th, 2018.

Edited by

Georg Krempl *
Vincent Lemaire
Daniel Kottke *
Adrian Calma *
Andreas Holzinger
Robi Polikar *
Bernhard Sick *

* Utrecht University, Faculty of Science, 3512 JE Utrecht, Netherlands
** Orange Labs, 22300 Lannion, France
*** University of Kassel, Faculty of Electrical Engineering and Computer Science, 34121 Kassel, Germany
**** Graz University of Technology, Institute of Interactive Systems & Data Science, 8010 Graz, Austria
***** Rowan University, Research Laboratory, 08028 Glassboro, New Jersey

Table of Contents

Full Research Papers

On the Labeling Correctness in Computer Vision Datasets 1-23
Mohammed Al-Rawi, Dimosthenis Karatzas
Semi-supervised and Active Learning in Video Scene Classification from Statistical Features 24-35
Tomáš Šabata, Petr Pulc, Martin Holena
Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction 36-47
Elson Serrao, Myra Spiliopoulou
ActivMetal: Algorithm Recommendation with Active Meta Learning 48-59
Lisheng Sun-Hosoya, Isabelle Guyon, Michele Sebag
Alignment-Based Topic Extraction Using Word Embedding 60-72
Tyler Newman, Paul Anderson

Extended Abstracts

Human-Technology Relations in a Machine Learning Based Commuter App 73-76
Lars Holmberg
An Interactive Learning Scenario for Real-time Environmental State Estimation Based on Heterogeneous and Dynamic Sensor Systems 77-79
Agnes Tegen, Paul Davidsson, Jan Persson
Adaptive Selection of Gaussian Process Model for Active Learning in Expensive Optimization 80-84
Jakub Repický, Zbyněk Pitra, Martin Holena
Towards Interactive Feature Selection with Human-in-the-loop 85-88
Maialen Larranaga, Dimitra Gkorou, Thiago Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk
Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization 89-94
Zbyněk Pitra, Jakub Repický, Martin Holena
Embodiment Adaptation from Interactive Trajectory Preferences 95-97
Michael Walton, Ben Migliori, John Reeder

2018-09-06: submitted by Daniel Kottke, metadata incl. bibliographic data published under Creative Commons CC0
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