1863 search results - page 171 / 373 » A supervised learning approach for imbalanced data sets |
156
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CIKM
2008
Springer
15 years 6 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
163
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ICCV
2007
IEEE
16 years 6 months ago
2007
IEEE
We consider the problem of estimating detailed 3-d structure from a single still image of an unstructured environment. Our goal is to create 3-d models which are both quantitative...
146
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CVPR
2005
IEEE
16 years 6 months ago
2005
IEEE
We present a novel approach for fast object class recognition incorporating contextual information into boosting. The object is represented as a constellation of generalized corre...
257
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SIGCSE
2010
ACM
15 years 11 months ago
2010
ACM
The “Hacker Curriculum” exists as a mostly undocumented set of principles and methods for learning about information security. Hacking, in our view, is defined by the ability...
109
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IDA
2005
Springer
15 years 10 months ago
2005
Springer
Unsupervised sequence learning is important to many applications. A learner is presented with unlabeled sequential data, and must discover sequential patterns that characterize the...