Bayesian Artificial Intelligence, Second Edition

Bayesian Artificial Intelligence, Second Edition

Kevin B. Korb , Ann Nicholson
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Englisch · Gebundene Ausgabe
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Format Gebundene Ausgabe
Sprache Englisch
Verlag CRC Press

Beschreibung

In the realm of artificial intelligence, Bayesian methods have established themselves as a powerful approach for reasoning under uncertainty. This comprehensive resource delves into the intricate principles of Bayesian AI, presenting a thorough exploration of both foundational concepts and advanced techniques. Readers will find a wealth of information presented in an engaging and accessible manner, catering to both newcomers and seasoned scholars in the field.

With its second edition, the book has been updated to reflect the latest advancements and applications in Bayesian approaches. It covers essential topics such as probabilistic reasoning, machine learning, and decision-making processes, making it an invaluable reference for researchers and practitioners alike. By integrating theoretical insights with practical applications, it serves as a critical resource for anyone looking to deepen their understanding of Bayesian artificial intelligence.
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