682 search results - page 53 / 137 » Gene networks inference using dynamic Bayesian networks |
142
click to vote
ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
—Mining temporal network models from discrete event streams is an important problem with applications in computational neuroscience, physical plant diagnostics, and human-compute...
151
click to vote
AIME
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. Disease processes in patients are temporal in nature and involve uncertainty. It is necessary to gain insight into these processes when aiming at improving the diagnosis,...
144
click to vote
IPSN
2003
Springer
15 years 10 months ago
2003
Springer
In this paper we study a dynamic sensor selection method for Bayesian filtering problems. In particular we consider the distributed Bayesian Filtering strategy given in [1] and sh...
181
click to vote
CORR
2012
Springer
14 years 12 days ago
2012
Springer
Markov jump processes and continuous time Bayesian networks are important classes of continuous time dynamical systems. In this paper, we tackle the problem of inferring unobserve...
173
click to vote
ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
—Transcriptional regulation by transcription factors (TFs) and microRNAs controls when and how much RNA is created. Due to technical limitations, the protein level expressions of...