Modeling and Reasoning with Bayesian Networks

Name: Modeling and Reasoning with Bayesian Networks
Author: Los Angeles) Adnan (University of California Darwiche

Los Angeles) Adnan (University of California Darwiche

Cambridge University Press

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This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis.

Výběr knih vydavatele Cambridge University Press