1313 search results - page 121 / 263 » Dimensionality Reduction for Classification |
175
Voted
ACIIDS
2010
IEEE
15 years 1 months ago
2010
IEEE
Microarray data usually contains a high level of noisy gene data, the noisy gene data include incorrect, noise and irrelevant genes. Before Microarray data classification takes pla...
110
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ICPR
2010
IEEE
15 years 1 months ago
2010
IEEE
Unlike most previous manifold-based data classification algorithms assume that all the data points are on a single manifold, we expect that data from different classes may reside ...
156
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KDD
2008
ACM
16 years 3 months ago
2008
ACM
Document classification presents difficult challenges due to the sparsity and the high dimensionality of text data, and to the complex semantics of the natural language. The tradi...
152
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AIPR
2002
IEEE
15 years 8 months ago
2002
IEEE
Conventional remote sensing classification techniques that model the data in each class with a multivariate Gaussian distribution are inefficient, as this assumption is generally ...
119
Voted
ESANN
2006
15 years 4 months ago
2006
Abstract. Response surfaces are a powerful tool for both classification and regression as they are able to model many different phenomena and construct complex boundaries between c...