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141
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
—The k nearest neighbor (k-NN) classifier has been extensively used as a nonparametric technique in Pattern Recognition. However, in some applications where the training set is l...
134
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ICCV
2007
IEEE
15 years 11 months ago
2007
IEEE
Structural perception of data plays a fundamental role in pattern analysis and machine learning. In this paper, we develop a new structural perception of data based on local conte...
141
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CAMP
2005
IEEE
15 years 10 months ago
2005
IEEE
—All sciences, including astronomy, are now entering the era of information abundance. The exponentially increasing volume and complexity of modern data sets promises to transfor...
133
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SAC
2004
ACM
15 years 10 months ago
2004
ACM
In the analysis of multidimensional data sets questions involving detection of extremal events, correlations, patterns and trends play an increasingly important role in a variety ...
124
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ESWS
2010
Springer
15 years 9 months ago
2010
Springer
A single datum or a set of a categorical data has little value on its own. Combinations of disparate sets of data increase the value of those data sets and helps to discover intere...