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Multiple-instance learning

Known as: Multiple Instance Learning 
In machine learning, multiple-instance learning (MIL) is a variation on supervised learning. Instead of receiving a set of instances which are… 
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Related topics

Related topics

11 relations
Binary classificationContent-based image retrievalDocument classificationKernel embedding of distributions

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Bulge RR Lyrae stars in the VVV tile b201
1 Instituto de Astrofisica, Pontificia Universidad Catolica de Chile, Vicuna Mackenna 4860, Casilla 306, Santiago, Chile e-mail… 
2009
2009
Multiple-Instance Active Learning for Image Categorization
Both multiple-instance learning and active learning are widely employed in image categorization, but generally they are applied… 
2009
2009
Mass Schooling for Socialist Transformation in Cuba and Venezuela
In contemporary contexts of Education for All and emphases on national educational performance, mass education globally continues… 
2009
2009
Color-based texture image segmentation for vehicle detection
This paper describes a novel method for detecting vehicles on a highway using two visual features: color and texture. Our method… 
2007
2007
Typicality ranking via semi-supervised multiple-instance learning
Most of the existing methods for natural scene categorization only consider whether a sample is relevant or irrelevant to a… 
Review
2007
Review
2007
Prosodic licensing of determiners in children's early French
It is well known that children’s production of grammatical morphemes is variable. This variability has been attributed (for… 
2004
2004
A Faster Algorithm for Generalized Multiple-Instance Learning
In our prior work, we introduced a generalization of the multiple-instance learning (MIL) model in which a bag’s label is not… 
2003
2003
Chi-squared: A simpler evaluation function for multiple-instance learning
This paper introduces a new evaluation function for solving the multiple instance problem. Our approach makes use of the main… 
2002
2002
Downstream evolution of unconfined vortices: mechanical and thermal aspects
We present a numerical study of the downstream evolution (mechanical and thermal) of vortex-jet cores whose velocity and… 
2001
2001
Job Satisfaction in Banking Workers
Research on job satisfaction has a long tradition in Spain (Melia & Peiro, 1989). Determining factors, causes and antecedents of… 
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