117 search results - page 2 / 24 » Identifying Intrusions in Computer Networks with Principal C... |
PEWASUN
2006
ACM
13 years 10 months ago
2006
ACM
ICANN
1997
Springer
13 years 8 months ago
1997
Springer
A new method for performing a nonlinear form of Principal Component Analysis is proposed. By the use of integral operator kernel functions, one can e ciently compute principal comp...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
Abstract— In this paper, we propose a new nonlinear principal component analysis based on a generalized correlation function which we call correntropy. The data is nonlinearly tr...
BCB
2010
12 years 11 months ago
2010
We present a new method for identifying gene sets associated with labeled samples, where the labels can be case versus control, or genotype differences. Existing approaches to thi...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
Abstract: The Principal Component Analysis (PCA) is a data dimensionality reduction technique well-suited for processing data from sensor networks. It can be applied to tasks like ...