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Bayesian Artificial Intelligence

By: Kevin B. Korb,Ann E. Nicholson

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Bayesian Artificial Intelligence

By: Kevin B. Korb,Ann E. Nicholson

The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and a new section on object-oriented Bayesian networks, along with new applications and case studies. It includes a new section that addresses foundational problems with causal discovery and Markov blanket discovery and a new section that covers methods of evaluating causal discovery programs. The book also offers more coverage on the uses of causal interventions to understand and reason with causal Bayesian networks. Supplemental materials are available on the book's website.

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Page Count

481

Publisher

CRC Press

Published Date

ISBN 10

1439815925

ISBN 13

9781439815922

Evolving Ethics

The New Science of Good and Evil

By: Steven Mascaro,Kevin Korb,Ann Nicholson,Owen Woodberry

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Evolving Ethics

The New Science of Good and Evil

By: Steven Mascaro,Kevin Korb,Ann Nicholson,Owen Woodberry

This book describes the application of Artificial Life simulation to evolutionary scenarios of wide ethical interest, including the evolution of altruism, rape and abortion, providing a new meaning to “experimental philosophy”. The authors also apply evolutionary ALife techniques to explore contentious issues within evolutionary theory itself, such as the evolution of aging. They justify these uses of simulation in science and philosophy, both in general and in their specific applications here. Evolving Ethics will be of interest to researchers, enthusiasts, students and interested lay readers in the fields of Artificial Life, philosophy of science, ethics, agent- and individual-based modeling in ecology and the social sciences, computer simulation, evolutionary biology, evolutionary psychology and the social sciences.

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Page Count

293

Publisher

Andrews UK Limited

Published Date

ISBN 10

1845403711

ISBN 13

9781845403713