56 search results - page 11 / 12 » Parameter Estimation via Analysis of Fuzzy Clusters (PEAF): ... |
FCSC
2010
13 years 3 months ago
2010
Graphical models have become the basic framework for topic based probabilistic modeling. Especially models with latent variables have proved to be effective in capturing hidden str...
BMCBI
2007
13 years 6 months ago
2007
Background: Clustering methods are widely used on gene expression data to categorize genes with similar expression profiles. Finding an appropriate (dis)similarity measure is crit...
KDD
2005
ACM
13 years 11 months ago
2005
ACM
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
RECOMB
2010
Springer
14 years 1 months ago
2010
Springer
Abstract. Metagenomics is the study of microbial communities sampled directly from their natural environment, without prior culturing. Among the computational tools recently develo...
RECOMB
2002
Springer
14 years 6 months ago
2002
Springer
We present algorithms for time-series gene expression analysis that permit the principled estimation of unobserved timepoints, clustering, and dataset alignment. Each expression p...