1813 search results - page 27 / 363 » Instance Pruning Techniques |
102
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ISDA
2010
IEEE
14 years 9 months ago
2010
IEEE
Dimensionality reduction and feature selection in particular are known to be of a great help for making supervised learning more effective and efficient. Many different feature sel...
ICPR
2010
IEEE
14 years 9 months ago
2010
IEEE
Abstract--Multiple instance learning (MIL) is a recently researched technique used for learning a target concept in the presence of noise. Previously, a random set framework for mu...
105
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TACAS
2012
Springer
13 years 7 months ago
2012
Springer
Today’s Internet interdomain routing protocol, the Border Gateway Protocol (BGP), is increasingly complicated and fragile due to policy misconfigurations by individual autonomou...
AI
2009
Springer
15 years 6 months ago
2009
Springer
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
100
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ICECCS
2006
IEEE
15 years 5 months ago
2006
IEEE
This paper formalizes the notion of a design model structurally conforming to a design pattern by representing the model as a logic program whilst the pattern as a query. The conf...