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CIKM
2010
Springer
14 years 7 months ago
2010
Springer
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
CVPR
2008
IEEE
15 years 12 months ago
2008
IEEE
This paper proposes a new concept in hierarchical representations that exploits features of different granularity and specificity coming from all layers of the hierarchy. The conc...
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CVPR
2008
IEEE
15 years 12 months ago
2008
IEEE
Joint data alignment is often regarded as a data simplification process. This idea is powerful and general, but raises two delicate issues. First, one must make sure that the usef...
ICIP
2005
IEEE
15 years 11 months ago
2005
IEEE
We propose a probabilistic object classifier for outdoor scene analysis as a first step in solving the problem of scene context generation. The method begins with a top-down contr...
ICSE
2008
IEEE-ACM
15 years 10 months ago
2008
IEEE-ACM
In computer science curricula the two areas programming and software engineering are usually separated. In programming students learn an object oriented language and then deepen t...