4761 search results - page 757 / 953 » Components, Frameworks, Patterns |
142
Voted
NIPS
2008
15 years 6 months ago
2008
We present a multi-label multiple kernel learning (MKL) formulation in which the data are embedded into a low-dimensional space directed by the instancelabel correlations encoded ...
132
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PST
2008
15 years 6 months ago
2008
Knowledge discovery systems extract knowledge from data that can be used for making prediction about incomplete data items. Utility is a measure of the usefulness of the discovere...
129
Voted
USAB
2008
15 years 6 months ago
2008
In this paper, we describe a conceptual framework and address the related issues and solutions in the identification of three major challenges for the development and evaluation of...
151
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SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
145
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ACL
2006
15 years 6 months ago
2006
Certain distinctions made in the lexicon of one language may be redundant when translating into another language. We quantify redundancy among source types by the similarity of th...