Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics

By Soumya K Ghosh, Monidipa Das, Soumya K. Ghosh

Book Overview

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.

• Format: Hardcover
• Language: English
• ISBN: 3030277488
• ISBN13: 9783030277482
• Release Date: November 2019
• Publisher: Springer
• Length: 149 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"