132 search results - page 3 / 27 » Handling of incomplete data sets using ICA and SOM in data m... |
CNSR
2004
IEEE
13 years 8 months ago
2004
IEEE
This paper presents a novel approach for detecting network intrusions based on a competitive learning neural network. In the paper, the performance of this approach is compared to...
IMSCCS
2006
IEEE
13 years 11 months ago
2006
IEEE
Background: DNA Microarray technology is an innovative methodology in experimental molecular biology, which has produced huge amounts of valuable data in the profile of gene expre...
IRI
2005
IEEE
13 years 10 months ago
2005
IEEE
In this paper, a framework for replacing missing values in a database is proposed since a real-world database is seldom complete. Good data quality in a database can directly impr...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
Many data sets are incomplete. For correct analysis of such data, one can either use algorithms that are designed to handle missing data or use imputation. Imputation has the bene...
IDEAL
2003
Springer
13 years 10 months ago
2003
Springer
This paper presents an association rule mining system that is capable of handling set-valued attributes. Our previous research has exposed us to a variety of real-world biological ...