Probabilistic Conditional Independence Structures

Conditional independence is a topic that lies between statistics and artificial intelligence. Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures; the author uses non-graphical methods of their description, and...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Studeny, Milan (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: London : Springer London : Imprint: Springer, 2005.
Edition:1st ed. 2005.
Series:Information Science and Statistics,
Subjects:
Artificial intelligence.
Statistics .
Artificial Intelligence.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Online Access:Texto Completo
Table of Contents:
  • Basic Concepts
  • Graphical Methods
  • Structural Imsets: Fundamentals
  • Description of Probabilistic Models
  • Equivalence and Implication
  • The Problem of Representative Choice
  • Learning
  • Open Problems.

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