| 期刊全称 | Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis | | 影响因子2023 | Uffe B. Kjærulff,Anders L. Madsen | | 视频video | | | 发行地址 | Comprehensive introduction to understand, construct, and analyze probabilistic networks.Second Edition features six new sections covering such topics as structure learning and parameter tuning.New app | | 学科分类 | Information Science and Statistics | | 图书封面 |  | | 影响因子 | .Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition,. provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide. . | | Pindex | Book 2013Latest edition |
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发表于 2025-3-21 17:33:48
