Decision theory in expert systems and artificial intelligence

EJ Horvitz, JS Breese, M Henrion - International journal of approximate …, 1988 - Elsevier
Despite their different perspectives, artificial intelligence (AI) and the disciplines of decision
science have common roots and strive for similar goals. This paper surveys the potential for …

Satisfiability solvers

CP Gomes, H Kautz, A Sabharwal, B Selman - Foundations of Artificial …, 2008 - Elsevier
Publisher Summary The past few years have seen enormous progress in the performance of
Boolean satisfiability (SAT) solvers. Despite the worst-case exponential run time of all known …

[图书][B] Knowledge management: Systems and processes

I Becerra-Fernandez, R Sabherwal - 2014 - taylorfrancis.com
Untitled Page 1 Page 2 Knowledge Management Page 3 This page intentionally left blank
Page 4 Knowledge Management Systems and Processes Second Edition Irma Becerra-Fernandez …

[图书][B] Probabilistic reasoning in intelligent systems: networks of plausible inference

J Pearl - 2014 - books.google.com
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the
theoretical foundations and computational methods that underlie plausible reasoning under …

A theory of diagnosis from first principles

R Reiter - Artificial intelligence, 1987 - Elsevier
Suppose one is given a description of a system, together with an observation of the system's
behaviour which conflicts with the way the system is meant to behave. The diagnostic …

[图书][B] The nature of expertise

MTH Chi, R Glaser, MJ Farr - 2014 - taylorfrancis.com
Due largely to developments made in artificial intelligence and cognitive psychology during
the past two decades, expertise has become an important subject for scholarly …

[图书][B] Knowledge representation and reasoning

R Brachman, H Levesque - 2004 - books.google.com
A concise and lucid exposition of the major topics in knowledge representation, from two of
the leading authorities in the field.-Stuart Russell, UC Berkeley The information is valuable …

Diagnosing multiple faults

J De Kleer, BC Williams - Artificial intelligence, 1987 - Elsevier
Diagnostic tasks require determining the differences between a model of an artifact and the
artifact itself. The differences between the manifested behavior of the artifact and the …

[图书][B] Handbook of knowledge representation

F Van Harmelen, V Lifschitz, B Porter - 2008 - books.google.com
Handbook of Knowledge Representation describes the essential foundations of Knowledge
Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …

Multivalued logics: a uniform approach to reasoning in artificial intelligence

ML Ginsberg - Computational intelligence, 1988 - Wiley Online Library
This paper describes a uniform formalization of much of the current work in artificial
intelligence on inference systems. We show that many of these systems, including first‐order …