704 search results - page 59 / 141 » Exploiting Data Missingness in Bayesian Network Modeling |
99
Voted
JMLR
2010
14 years 7 months ago
2010
Networks are becoming a unifying framework for modeling complex systems and network inference problems are frequently encountered in many fields. Here, I develop and apply a gener...
125
Voted
ECAI
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. Control engineering is a field of major industrial importance as it offers principles for engineering controllable physical devices, such as cell phones, television sets,...
135
Voted
ICANN
2011
Springer
14 years 4 months ago
2011
Springer
Abstract. We present a Bayesian translational model for matching patterns in data sets which have neither co-occurring samples nor variables, but only a similar experiment design d...
103
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CSB
2003
IEEE
15 years 5 months ago
2003
IEEE
Cluster methods have been successfully applied in gene expression data analysis to address tumor classification. By grouping tissue samples into homogeneous subsets, more systema...
100
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UAI
1996
15 years 1 months ago
1996
Two Bayesian-network structures are said to be equivalent if the set of distributions that can be represented with one of those structures is identical to the set of distributions...