1863 search results - page 332 / 373 » A supervised learning approach for imbalanced data sets |
140
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ISESE
2006
IEEE
15 years 10 months ago
2006
IEEE
Controlled experiments are a key approach to evaluate and evolve our understanding of software engineering technologies. However, defining and running a controlled experiment is a...
158
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ACSW
2004
15 years 5 months ago
2004
This paper describes an approach to the use of gradient descent search in genetic programming (GP) for object classification problems. In this approach, pixel statistics are used ...
126
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UAI
2003
15 years 5 months ago
2003
In this paper we present a family of models and learning algorithms that can simultaneously align and cluster sets of multidimensional curves measured on a discrete time grid. Our...
142
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IJIT
2004
15 years 5 months ago
2004
Abstract-- Biological sequences from different species are called orthologs if they evolved from a sequence of a common ancestor species and they have the same biological function....
138
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CVPR
2006
IEEE
16 years 6 months ago
2006
IEEE
Classification with only one labeled example per class is a challenging problem in machine learning and pattern recognition. While there have been some attempts to address this pr...