466 search results - page 55 / 94 » RAIN: data clustering using randomized interactions between ... |
169
Voted
MIR
2006
ACM
15 years 9 months ago
2006
ACM
The variety of features available to represent multimedia data constitutes a rich pool of information. However, the plethora of data poses a challenge in terms of feature selectio...
127
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SSD
2009
Springer
15 years 10 months ago
2009
Springer
A key issue in clustering data, regardless the algorithm used, is the definition of a distance function. In the case of trajectory data, different distance functions have been pro...
148
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ICCV
2011
IEEE
14 years 3 months ago
2011
IEEE
This paper introduces a new formulation for discrete image labeling tasks, the Decision Tree Field (DTF), that combines and generalizes random forests and conditional random fiel...
144
Voted
BMCBI
2011
14 years 10 months ago
2011
Background: Time course microarray profiles examine the expression of genes over a time domain. They are necessary in order to determine the complete set of genes that are dynamic...
110
Voted
AUSAI
2007
Springer
15 years 9 months ago
2007
Springer
Dimensional reduction may be effective in order to compress data without loss of essential information. Also, it may be useful in order to smooth data and reduce random noise. The...