199 search results - page 17 / 40 » Accuracy of distance metric learning algorithms |
92
Voted
NPL
2002
15 years 3 days ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
119
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IMR
2003
Springer
15 years 5 months ago
2003
Springer
Generation of surface meshes remains an active research problem despite the many publications addressing this topic. The main issues which must be treated by a good remeshing algo...
101
Voted
TKDE
2008
15 years 11 days ago
2008
This paper introduces a new method for supervised discretization based on interval distances by using a novel concept of neighborhood in the target's space. The proposed metho...
111
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
Common visual codebook generation methods used in
a Bag of Visual words model, e.g. k-means or Gaussian
Mixture Model, use the Euclidean distance to cluster features
into visual...
126
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BMCBI
2011
14 years 4 months ago
2011
Background: The search for cluster structure in microarray datasets is a base problem for the so-called “-omic sciences”. A difficult problem in clustering is how to handle da...