Spain's research while affiliated with National Distance Education University and other places

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Publication (1)

Figure 1: DAG with regression coe¢ cients on the arcs 
Figure 2: Measure of deviation for each arc removal 
Figure 3: Node divergence from node 2 ( red) to node 7 (yellow) and...
Figure 4: 
Dealing with uncertainty in Gaussian Bayesian networks from a regression perspective
Article
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  • Sep 2010
Some sensitivity analyses have been developed to evaluate the impact of uncertainty about the mean vector and the covariance matrix that specify the joint distribution of the variables in the nodes of a Gaussian Bayesian network (GBN). Nevertheless, uncertainty about the alternative conditional specification of GBN based on the regression coefficie...
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Citations

... PrefixSpan(i, i, 1, S, ∆t); 9 Function PrefixSpan(α, iprev, l, S|α, ∆t) 10 ← frequent items in S|α meeting time constraint ∆t; 11 foreach item i in do 12 if i = iprev then 13 α ← append i to α; 14 Build S| α using full projection; 15 Output α ; 16 PrefixSpan(α , i, l + 1, S| α , ∆t); ...
Reference: p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data
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