2248 search results - page 6 / 450 » Using Bayesian networks to analyze expression data |
142
Voted
ECCB
2003
IEEE
15 years 7 months ago
2003
IEEE
This article deals with the identification of gene regulatory networks from experimental data using a statistical machine learning approach. A stochastic model of gene interactio...
140
Voted
AI
2006
Springer
15 years 1 months ago
2006
Springer
This article presents and analyzes algorithms that systematically generate random Bayesian networks of varying difficulty levels, with respect to inference using tree clustering. ...
166
Voted
IDA
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. This paper introduces Higher-Order Bayesian Networks, a probabilistic reasoning formalism which combines the efficient reasoning mechanisms of Bayesian Networks with the...
HCI
2007
15 years 3 months ago
2007
To reduce the workload of the driver due to the increasing amount of information and functions, intelligent agents represent a promising possibility to filter the immense data sets...
125
Voted
FLAIRS
2000
15 years 3 months ago
2000
This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a ...