93 search results - page 4 / 19 » Bias Windowing for Relational Learning |
73
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SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
We present a new approach for dealing with distribution change and concept drift when learning from data sequences that may vary with time. We use sliding windows whose size, inst...
102
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JMLR
2012
13 years 1 days ago
2012
Support Vector Machines, SVMs, and the Large Margin Nearest Neighbor algorithm, LMNN, are two very popular learning algorithms with quite different learning biases. In this paper...
ICDM
2003
IEEE
15 years 2 months ago
2003
IEEE
In this paper we present the Relational Bayesian Classifier (RBC), a modification of the Simple Bayesian Classifier (SBC) for relational data. There exist several Bayesian classif...
MLDM
2009
Springer
15 years 4 months ago
2009
Springer
We face the problem of novelty detection from stream data, that is, the identification of new or unknown situations in an ordered sequence of objects which arrive on-line, at cons...
SIGCSE
2006
ACM
15 years 3 months ago
2006
ACM
Windows Media Player user interface “skin” creation has proven an extremely effective method to reinforce practical object oriented programming techniques. Skin creation motiv...