This paper adds a bilateral-filter-based spatial variable to a causal Bayesian network for post-earthquake hazard estimation, reporting modest AUC gains on two events but using a self-referential model construction.
As a result, it tends to overlook the nuanced interplay of spatial relationships, leaving room for improvements in both accuracy and comprehensiveness
1 Pith paper cite this work. Polarity classification is still indexing.
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physics.geo-ph 1years
2024 1verdicts
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Spatial-variant causal Bayesian inference for rapid seismic ground failures and impacts estimation
This paper adds a bilateral-filter-based spatial variable to a causal Bayesian network for post-earthquake hazard estimation, reporting modest AUC gains on two events but using a self-referential model construction.