12257 search results - page 116 / 2452 » Analysis of Algorithms |
ISBI
2002
IEEE
14 years 10 months ago
2002
IEEE
In this paper we derive an independent-component analysis (ICA) method for analyzing two or more data sets simultaneously. Our model extracts independent components common to all ...
ICML
1998
IEEE
14 years 10 months ago
1998
IEEE
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
OTM
2005
Springer
14 years 3 months ago
2005
Springer
Various filtering algorithms for publish/subscribe systems have been proposed. One distinguishing characteristic is their internal representation of Boolean subscriptions: They ei...
ISDA
2006
IEEE
14 years 3 months ago
2006
IEEE
We present in this paper a modification of Lumer and Faieta’s algorithm for data clustering. This algorithm discovers automatically clusters in numerical data without prior kno...
SSDBM
2008
IEEE
14 years 4 months ago
2008
IEEE
Abstract. Most correlation clustering algorithms rely on principal component analysis (PCA) as a correlation analysis tool. The correlation of each cluster is learned by applying P...