Enhanced Bayesian Network Models for Spatial Time Series Prediction Recent Research Trend in Data-Driven Predictive Analytics /
| Main Authors: | , |
|---|---|
| 企业作者: | |
| 总结: | XXIII, 149 p. 67 illus., 59 illus. in color. text |
| 语言: | 英语 |
| 出版: |
Cham :
Springer International Publishing : Imprint: Springer,
2020.
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| 版: | 1st ed. 2020. |
| 丛编: | Studies in Computational Intelligence,
858 |
| 主题: | |
| 在线阅读: | https://doi.org/10.1007/978-3-030-27749-9 |
| 格式: | 电子 图书 |
书本目录:
- 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.