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Characterizing multiple instance datasets

Published in arXiv (Cornell University) • Jun 21, 2018
NobleIDNI0P41W84R06S79
Authors:
Veronika Cheplygina
,
David M. J. Tax

Abstract

In many pattern recognition problems, a single feature vector is not sufficient to describe an object. In multiple instance learning (MIL), objects are represented by sets (\emph{bags}) of feature vectors (\emph{instances}). This requires an adaptation of standard supervised classifiers in order to ...

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