713 search results - page 53 / 143 » Evaluation of Different Approaches to Training a Genre Class... |
87
Voted
ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
In many real world applications, active selection of training examples can significantly reduce the number of labelled training examples to learn a classification function. Differ...
136
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CVPR
2004
IEEE
16 years 3 months ago
2004
IEEE
Image retrieval critically relies on the distance function used to compare a query image to images in the database. We suggest to learn such distance functions by training binary ...
104
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VMV
2008
15 years 3 months ago
2008
Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...
110
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BMCBI
2010
15 years 2 months ago
2010
Background: The selection of genes that discriminate disease classes from microarray data is widely used for the identification of diagnostic biomarkers. Although various gene sel...
121
Voted
ALGORITHMICA
2006
15 years 1 months ago
2006
Classification is a key problem in machine learning/data mining. Algorithms for classification have the ability to predict the class of a new instance after having been trained on...