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146
Voted
FOCI
2007
IEEE
15 years 11 months ago
2007
IEEE
— A learning machine is called singular if its Fisher information matrix is singular. Almost all learning machines used in information processing are singular, for example, layer...
134
Voted
AMR
2005
Springer
15 years 10 months ago
2005
Springer
This paper assesses the usefulness of surface features in a multimedia retrieval setting. Surface features describe the metadata or structure of a document rather than the content....
146
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CD
2005
Springer
15 years 10 months ago
2005
Springer
The deployment of component-based software applications usually relies on a centralized repository where the components are stored. This paper describes a peer-to-peer approach for...
156
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PKDD
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
163
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WWW
2008
ACM
16 years 5 months ago
2008
ACM
High-quality, personalized recommendations are a key feature in many online systems. Since these systems often have explicit knowledge of social network structures, the recommenda...