847 search results - page 50 / 170 » HITS is Principal Components Analysis |
131
Voted
BMCBI
2007
15 years 17 days ago
2007
Background: When analyzing microarray gene expression data, missing values are often encountered. Most multivariate statistical methods proposed for microarray data analysis canno...
91
Voted
ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
In this paper, we propose a novel classification method, called nearest intra-class space (NICS), for face recognition. In our method, the distribution of face patterns of each pe...
ICIP
2003
IEEE
16 years 2 months ago
2003
IEEE
Principal Component Analysis (PCA) is a well-established technique in image processing and pattern recognition. Incremental PCA and robust PCA are two interesting problems with nu...
129
Voted
ICNS
2007
IEEE
15 years 6 months ago
2007
IEEE
In this paper, the problem of discovering anomalies in a large-scale network based on the data fusion of heterogeneous monitors is considered. We present a classification of anoma...
97
Voted
CAEPIA
2003
Springer
15 years 5 months ago
2003
Springer
A new method for ensemble generation is presented. It is based on grouping the attributes in dierent subgroups, and to apply, for each group, an axis rotation, using Principal Com...