300 search results - page 43 / 60 » Kernels for Generalized Multiple-Instance Learning |
112
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We present an algorithmic framework for supervised classification learning where the set of labels is organized in a predefined hierarchical structure. This structure is encoded b...
130
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ICVS
2003
Springer
15 years 7 months ago
2003
Springer
We propose a method to construct computer vision systems using a workbench composed of a multi-faceted toolbox and a general purpose kernel. The toolbox is composed of an open set ...
127
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NIPS
2008
15 years 3 months ago
2008
In solving complex visual learning tasks, adopting multiple descriptors to more precisely characterize the data has been a feasible way for improving performance. These representa...
130
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ML
2010
ACM
14 years 9 months ago
2010
ACM
Graph representations of data are increasingly common. Such representations arise in a variety of applications, including computational biology, social network analysis, web applic...
130
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GECCO
2007
Springer
15 years 6 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...