Abductive Inference Models for Diagnostic Problem-Solving (Symbolic Computation)

Peng, Yun, Reggia, James A.

ISBN 10: 1461264502 / ISBN 13: 9781461264507

Editore: Springer, 2012

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Codice articolo ERICA77314612645026

Dati bibliografici

• Titolo: Abductive Inference Models for Diagnostic Problem-Solving (Symbolic Computation)
• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1461264502
• ISBN 13: 9781461264507
• Rilegatura: Paperback
• Condizione: Like New
• Tipo di libro: book

Descrizione articolo

Riassunto

This book is about reasoning with causal associations during diagnostic problem-solving. The authors develop a mathematical model called parsimonious covering theory and link it with probability theory.

Contenuti

1 Abduction and Diagnostic Inference.- 2 Computational Models for Diagnostic Problem Solving.- 3 Basics of Parsimonious Covering Theory.- 4 Probabilistic Causal Model.- 5 Diagnostic Strategies in the Probabilistic Causal Model.- 6 Causal Chaining.- 7 Parallel Processing for Diagnostic Problem-Solving.- 8 Conclusion.