Towards User‐Centered Active Learning Algorithms

The labeling of data sets is a time‐consuming task, which is, however, an important prerequisite for machine learning and visual analytics. Visual‐interactive labeling (VIAL) provides users an active role in the process of labeling, with the goal to combine the potentials of humans and machines to m...

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Veröffentlicht in:	Computer graphics forum Jg. 37; H. 3; S. 121 - 132
Hauptverfasser:	Bernard, Jürgen, Zeppelzauer, Matthias, Lehmann, Markus, Müller, Martin, Sedlmair, Michael
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford Blackwell Publishing Ltd 01.06.2018
Schlagworte:	Active learning Analytics Artificial intelligence Categories and Subject Descriptors (according to ACM CCS) Cold starts Experiments I.3.3 [Computer Graphics]: Picture/Image Generation—Line and curve generation Labeling Machine learning Phases Quantitative analysis
ISSN:	0167-7055, 1467-8659
Online-Zugang:	Volltext
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