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[资源] 【英美经典书籍】《Bayesian Artificial Intelligence, 2nd Edition》(英文彩色高清)

【英美经典书籍】《Bayesian Artificial Intelligence, 2nd Edition》(英文彩色高清)【已搜索，无重复】

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我的这本书：
2011年，491页，PDF， 3.0 MB。
Language: English
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封面：
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简介：
Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.

New to the Second Edition

New chapter on Bayesian network classifiers
New section on object-oriented Bayesian networks
New section that addresses foundational problems with causal discovery and Markov blanket discovery
New section that covers methods of evaluating causal discovery programs
Discussions of many common modeling errors
New applications and case studies
More coverage on the uses of causal interventions to understand and reason with causal Bayesian networks
Illustrated with real case studies, the second edition of this bestseller continues to cover the groundwork of Bayesian networks. It presents the elements of Bayesian network technology, automated causal discovery, and learning probabilities from data and shows how to employ these technologies to develop probabilistic expert systems.
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附：我发过的计算模拟类的电子书籍：

（1）【英美最新教材】《Algorithms Unlocked_2013 (解锁的算法)》
链接：http://muchong.com/bbs/viewthread.php?tid=5821768
（2）《遗传算法——理论、应用与软件实现》(中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6508711
（3）《遗传算法与工程设计》(日)玄光男 (中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6513853
（4）《遗传算法与工程优化》(日)玄光男编 (中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6519117
（5）【英美经典书籍】《从复杂数据中知识挖掘的高级方法》(英文彩色高清)
链接：http://muchong.com/bbs/viewthread.php?tid=6524255
（6）【英美经典书籍】《Bayesian Artificial Intelligence, 2nd Edition》(英文彩色高清)
链接：http://muchong.com/bbs/viewthread.php?tid=6545151
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敬请各位朋友，下载之后，给个回帖评价。我也好继续推出下一个最新科技书籍。

感谢各位朋友的支持！谢谢回帖评价！
(即使不下载，也可以评价。)
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附件 1 : Bayesian_Artificial_Intelligence_2nd_Edition_2011.pdf

2013-10-30 08:37:12, 3.31 M