A Visual Mining Approach to Improved Multiple- Instance Learning

Multiple-instance learning (MIL) is a paradigm of machine learning that aims to classify a set (<i>bag</i>) of objects (<i>instances</i>), assigning labels only to the <i>bags</i>. This problem is often addressed by selecting an instance to represent each bag, tra...

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Bibliographic Details
Main Authors: Sonia Castelo, Moacir Ponti, Rosane Minghim
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/14/12/344