Probabilistic Reasoning in Expert Systems by Richard Neapolitan 1990 HC/DJ
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Probabilistic Reasoning in Expert Systems by Richard Neapolitan 1990 HC/DJ is a groundbreaking book that explores the use of probability theory in the field of expert systems. Neapolitan, a renowned expert in the field, provides a comprehensive overview of how probabilistic reasoning can be used to model uncertainty and make decisions in complex systems.
The book covers a wide range of topics, including Bayesian networks, decision trees, and probabilistic graphical models. Neapolitan explains how these tools can be used to represent and reason about uncertain information, making them invaluable for building intelligent systems that can make informed decisions in the face of uncertainty.
With its clear and accessible writing style, Probabilistic Reasoning in Expert Systems is a must-read for anyone interested in the intersection of probability theory and artificial intelligence. Whether you’re a student, researcher, or practitioner in the field, this book will provide you with the tools and techniques you need to apply probabilistic reasoning to real-world problems.
In conclusion, Probabilistic Reasoning in Expert Systems by Richard Neapolitan 1990 HC/DJ is a seminal work that continues to be relevant today. If you’re looking to deepen your understanding of probabilistic reasoning and its applications in expert systems, this book is an essential addition to your library.
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