92 search results - page 12 / 19 » Bayesian Checking for Topic Models |
BIOINFORMATICS
2005
14 years 9 months ago
2005
Motivation: The issue of high dimensionality in microarray data has been, and remains, a hot topic in statistical and computational analysis. Efficient gene filtering and differen...
WWW
2006
ACM
15 years 10 months ago
2006
ACM
The increasing amount of communication between individuals in e-formats (e.g. email, Instant messaging and the Web) has motivated computational research in social network analysis...
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NIPS
2004
14 years 11 months ago
2004
In this paper we propose a probabilistic model for online document clustering. We use non-parametric Dirichlet process prior to model the growing number of clusters, and use a pri...
JUCS
2006
14 years 9 months ago
2006
: The size and complexity of software systems are continuously increasing, which makes them difficult and labor-intensive to develop, test and evolve. Since concurrent systems are ...
ICTAI
2005
IEEE
15 years 3 months ago
2005
IEEE
A large number of practical applications rely on effective algorithms for propositional model enumeration and counting. Examples include knowledge compilation, model checking and ...