2596 search results - page 272 / 520 » Classes and clusters in data analysis |
184
Voted
JMLR
2006
15 years 6 months ago
2006
In this paper we consider a novel Bayesian interpretation of Fisher's discriminant analysis. We relate Rayleigh's coefficient to a noise model that minimises a cost base...
172
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
Linear Discriminant Analysis (LDA) is a well-known method for dimensionality reduction and classification. LDA in the binaryclass case has been shown to be equivalent to linear re...
181
click to vote
CSB
2005
IEEE
15 years 8 months ago
2005
IEEE
In microarray classification we are faced with a very large number of features and very few training samples. This is a challenge for classical Linear Discriminant Analysis (LDA),...
183
click to vote
PAMI
2008
15 years 6 months ago
2008
We present an algorithm which provides the one-dimensional subspace where the Bayes error is minimized for the C class problem with homoscedastic Gaussian distributions. Our main ...
147
click to vote
CCGRID
2005
IEEE
16 years 9 days ago
2005
IEEE
Genome comparison and analysis can reveal the structures and functions of genome sequences of different species. As more genomes are sequenced, genomic data sources are rapidly in...