562 search results - page 91 / 113 » Mining Gene Expression Data using Domain Knowledge |
105
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JMLR
2008
14 years 11 months ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...
IDA
2010
Springer
14 years 10 months ago
2010
Springer
According to Koestler, the notion of a bisociation denotes a connection between pieces of information from habitually separated domains or categories. In this paper, we consider a ...
112
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CIKM
2010
Springer
14 years 9 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, ...
SDM
2008
SIAM
15 years 1 months ago
2008
SIAM
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
140
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SDM
2012
SIAM
13 years 2 months ago
2012
SIAM
Early stress recognition is of great relevance in precision plant protection. Pre-symptomatic water stress detection is of particular interest, ultimately helping to meet the chal...