1411 search results - page 181 / 283 » Link Prediction in Relational Data |
103
Voted
BMCBI
2010
15 years 28 days ago
2010
Background: Network Component Analysis (NCA) has been used to deduce the activities of transcription factors (TFs) from gene expression data and the TF-gene binding relationship. ...
118
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COLT
2007
Springer
15 years 7 months ago
2007
Springer
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
125
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GIS
1992
ACM
15 years 4 months ago
1992
ACM
Machine learning techniques such as tree induction have become accepted tools for developing generalisations of large data sets, typically for use with production rule systems in p...
118
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SDM
2004
SIAM
15 years 2 months ago
2004
SIAM
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
98
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...