319 search results - page 10 / 64 » Learning Equivalence Classes of Bayesian Network Structures |
165
Voted
BIOCOMP
2006
15 years 3 months ago
2006
Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
108
Voted
ECTEL
2006
Springer
15 years 5 months ago
2006
Springer
Bayesian networks are commonly used in cognitive student modeling and assessment. They typically represent the item-concepts relationships, where items are observable responses to ...
132
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AIIA
2003
Springer
15 years 7 months ago
2003
Springer
A bayesian network is an appropriate tool for working with uncertainty and probability, that are typical of real-life applications. In literature we find different approaches for b...
162
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BMCBI
2011
14 years 5 months ago
2011
Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
125
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ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
The structure of a Bayesian network (BN) encodes variable independence. Learning the structure of a BN, however, is typically of high computational complexity. In this paper, we e...