Enhanced Bayesian Network Models for Spatial Time Series Prediction

DOI10.1007/978-3-030-27749-9zbMath1445.62001OpenAlexW4246223201MaRDI QIDQ5243061

Monidipa Das, Soumya K. Ghosh

Publication date: 14 November 2019

Published in: Studies in Computational Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-27749-9

zbMATH Keywords

machine learningprobabilistic graphical modelsdata scienceparameter learningprediction modelsfuzzy extensionspatio-temporal time seriesclassical Bayesian networkresidual correction mechanismsemantic Bayesian networkspatial Bayesian network

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Inference from spatial processes (62M30) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Spatial models in economics (91B72) Fuzzy analysis in statistics (62A86) Probabilistic graphical models (62H22)

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