| 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 probabilistic networks.Written specifically for practitioners of applied artificial intelligence.Complete guide to understand, construct, and analyze probabilistic networ | | 学科分类 | Information Science and Statistics | | 图书封面 |  | | 影响因子 | .Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence, offering intuitive, efficient, and reliable methods for diagnosis, prediction, decision making, classification, troubleshooting, and data mining under uncertainty. ..Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. 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/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 develo | | Pindex | Book 20081st edition |
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发表于 2025-3-21 17:48:49
