OOBNOut of Band Networking
OOBNObject-Oriented Bayesian Network
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Figure 8 shows an OOBN representing three monitoring wells in Taqah area.
Since our Bayesian Networks are tractable models, we also implemented the exact inference for the network described in Figure 8 and compared the results with that produced by OOBN. Figures 10 and 11 show the KL-divergence between the true and the approximate distribution [10].
We also demonstrated the general benefit of using OOBN that describes identical structures that can be interconnected to represent a successive time slices network, i.e.