530 search results - page 43 / 106 » Dirichlet Process Mixtures of Generalized Linear Models |
180
Voted
BMCBI
2007
15 years 3 months ago
2007
Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
133
Voted
NIPS
2003
15 years 5 months ago
2003
We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...
132
Voted
FSTTCS
2006
Springer
15 years 7 months ago
2006
Springer
We establish a decidability boundary of the model checking problem for infinite-state systems defined by Process Rewrite Systems (PRS) or weakly extended Process Rewrite Systems (w...
171
Voted
NIPS
2003
15 years 5 months ago
2003
In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
131
Voted
ICA
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We present an approach for blindly decomposing an observed random vector x into f(As) where f is a diagonal function i.e. f = f1 × . . . × fm with one-dimensional funct...