Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics (Studies in Computational Intelligence)

Das, Monidipa/ Ghosh, Soumya K.

ISBN 10: 3030277488 / ISBN 13: 9783030277482

Edité par Springer, 2019

A propos de cet article

172 pages. 9.25x6.10x0.59 inches. In Stock.

N° de réf. du vendeur x-3030277488

Détails bibliographiques

• Titre: Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics (Studies in Computational Intelligence)
• Éditeur: Springer
• Date de parution: 2019
• Langue: anglais
• ISBN à 10 chiffres: 3030277488
• ISBN à 13 chiffres: 9783030277482
• Reliure: Hardcover
• État de l'article: Brand New

A propos de ce titre

Synopsis

Introduction.- Standard Bayesian Network Models for Spatial Time Series Prediction.- Bayesian Network with added Residual Correction Mechanism.- Spatial Bayesian Network.- Semantic Bayesian Network.- Advanced Bayesian Network Models with Fuzzy Extension.- Comparative Study of Parameter Learning Complexity.- Spatial Time Series Prediction using Advanced BN Models- An Application Perspective.- Summary and Future Research.