1313 search results - page 64 / 263 » Dimensionality Reduction for Classification |
106
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PCM
2007
Springer
15 years 9 months ago
2007
Springer
This paper develops a novel and efficient dimension reduction scheme--Fast Adaptive Discriminant Analysis (FADA). FADA can find a good projection with adaptation to different sampl...
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
118
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NIPS
2003
15 years 4 months ago
2003
We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
130
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Many algorithms have been proposed for the problem of time series classification. However, it is clear that one-nearest-neighbor with Dynamic Time Warping (DTW) distance is except...
129
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NIPS
2004
15 years 4 months ago
2004
Many machine learning algorithms for clustering or dimensionality reduction take as input a cloud of points in Euclidean space, and construct a graph with the input data points as...