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Bayesian Artificial Intelligence, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)

Kevin B. Korb, Ann E. Nicholson




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 | #931604 in Books |  CRC Press |  2010-12-16 | Original language:English | PDF # 1 |  9.21 x1.06 x6.14l,1.80 | File type: PDF | 491 pages

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||5 of 5 people found the following review helpful.| Practical and Engaging Primer to Bayesian AI|By Adnan Masood, PhD|Bayesian Artificial Intelligence, Second Edition by Kevin B. Korb and Ann E. Nicholson is among one of the very few books which explain the probabilistic graphical models and Bayesian belief networks in a balanced way; i.e. without making it a mathematical exercise in futility or by dumbing it down too much to ma| ||… useful insights on Bayesian reasoning. … There are extensive examples of applications and case studies. … The exposition is clear, with many comments that help set the context for the material that is covered. The reader gets a strong s

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 il...

You easily download any file type for your gadget.Bayesian Artificial Intelligence, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)   |  Kevin B. Korb, Ann E. Nicholson. I have read it a couple of times and even shared with my family members. Really good. Couldnt put it down.

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