1423 search results - page 30 / 285 » Object-Oriented Bayesian Networks |
116
Voted
IJCAI
2007
15 years 1 months ago
2007
The task of learning models for many real-world problems requires incorporating domain knowledge into learning algorithms, to enable accurate learning from a realistic volume of t...
121
Voted
ML
2008
ACM
15 years 14 days ago
2008
ACM
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
98
Voted
ML
2006
ACM
15 years 14 days ago
2006
ACM
We present a new algorithm for Bayesian network structure learning, called Max-Min Hill-Climbing (MMHC). The algorithm combines ideas from local learning, constraint-based, and sea...
104
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UAI
2004
15 years 1 months ago
2004
Early, reliable detection of disease outbreaks is a critical problem today. This paper reports an investigation of the use of causal Bayesian networks to model spatio-temporal pat...
86
Voted
SENSYS
2005
ACM
15 years 6 months ago
2005
ACM