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IAL@PKDD/ECML 2018: Dublin, Ireland
- Georg Krempl, Vincent Lemaire, Daniel Kottke, Adrian Calma, Andreas Holzinger, Robi Polikar, Bernhard Sick:
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. CEUR Workshop Proceedings 2192, CEUR-WS.org 2018
Full Research Papers
- Mohammed Al-Rawi, Dimosthenis Karatzas:
On the Labeling Correctness in Computer Vision Datasets. 1-23 - Tomás Sabata, Petr Pulc, Martin Holena:
Semi-supervised and Active Learning in Video Scene Classification from Statistical Features. 24-35 - Elson Serrao, Myra Spiliopoulou:
Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction. 36-47 - Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag:
ActivMetal: Algorithm Recommendation with Active Meta Learning. 48-59 - Tyler Newman
, Paul E. Anderson
Alignment-Based Topic Extraction Using Word Embedding. 60-72
Extended Abstracts
- Lars Holmberg:
Human-Technology Relations in a Machine Learning Based Commuter App. 73-76 - Agnes Tegen, Paul Davidsson, Jan A. Persson:
An Interactive Learning Scenario for Real-time Environmental State Estimation Based on Heterogeneous and Dynamic Sensor Systems. 77-79 - Jakub Repický, Zbynek Pitra, Martin Holena:
Adaptive Selection of Gaussian Process Model for Active Learning in Expensive Optimization. 80-84 - Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk:
Towards Interactive Feature Selection with Human-in-the-loop. 85-88 - Zbynek Pitra, Jakub Repický, Martin Holena:
Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization. 89-94 - Michael Walton, Benjamin Migliori, John Reeder:
Embodiment Adaptation from Interactive Trajectory Preferences. 95-97
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