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Probabilistic Reasoning in Intelligent Systems by Judea Pearl
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Standort: Leander, Texas, USA
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eBay-Artikelnr.:334922205293
Artikelmerkmale
- Artikelzustand
- Edition
- 2nd Printing
- ISBN
- 9781558604797
Über dieses Produkt
Product Identifiers
Publisher
Elsevier Science & Technology
ISBN-10
1558604790
ISBN-13
9781558604797
eBay Product ID (ePID)
1056568
Product Key Features
Number of Pages
552 Pages
Language
English
Publication Name
Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Subject
Intelligence (Ai) & Semantics, General
Publication Year
1997
Type
Textbook
Subject Area
Computers, Philosophy
Format
Trade Paperback
Dimensions
Item Weight
26.6 Oz
Item Length
9 in
Item Width
6 in
Additional Product Features
Intended Audience
Scholarly & Professional
Dewey Edition
19
Illustrated
Yes
Dewey Decimal
006.3
Table Of Content
Chapter 1 Uncertainty In AI Systems: An Overview Chapter 2 Bayesian Inference Chapter 3 Markov and Bayesian Networks: Two Graphical Representations of Probabilistic Knowledge Chapter 4 Belief Updating by Network Propagation Chapter 5 Distributed Revision of Composite Beliefs Chapter 6 Decision and Control Chapter 7 Taxonomic Hierarchies, Continuous Variables, and Uncertain Probabilities Chapter 8 Learning Structure from Data Chapter 9 Non-Bayesian Formalisms for Managing Uncertainty Chapter 10 Logic and Probability: The Strange Connection
Synopsis
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic. The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence of probability theory with modern demands of reasoning-systems technology: modular declarative inputs, conceptually meaningful inferences, and parallel distributed computation. Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition--in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information. Probabilistic Reasoning in Intelligent Systems will be of special interest to scholars and researchers in AI, decision theory, statistics, logic, philosophy, cognitive psychology, and the management sciences. Professionals in the areas of knowledge-based systems, operations research, engineering, and statistics will find theoretical and computational tools of immediate practical use. The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.
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- h***_ (451)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufGreat seller. Exactly as described. Item was packaged well and exactly what I wanted for a client's house. Thank you. Shipping was a bit slow but otherwise a great transaction and value.Vintage Metal Airplane Sculpture, 18" x 15" x 9", Rustic Dark Brown Iron (Nr. 335255409577)
- l***l (55)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThank you! I’ve been looking for this specific edition for so long and finally came across this listing so of course I had to grab it. Price was justifiable and shipping was speedy! And the book arrived wrapped securely. It looked just as it did in the photos too.Wuthering Heights by Emily Brontë (1983, Mass Market, Reprint) (Nr. 335859060741)
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Finicky Bee
99% positive Bewertungen•1.4 Tsd. Artikel verkauft
Angemeldet als privater VerkäuferDaher finden verbraucherschützende Vorschriften, die sich aus dem EU-Verbraucherrecht ergeben, keine Anwendung. Der eBay-Käuferschutz gilt dennoch für die meisten Käufe.
Verkäuferbewertungen (418)
- h***_ (451)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufGreat seller. Exactly as described. Item was packaged well and exactly what I wanted for a client's house. Thank you. Shipping was a bit slow but otherwise a great transaction and value.Vintage Metal Airplane Sculpture, 18" x 15" x 9", Rustic Dark Brown Iron (Nr. 335255409577)
- l***l (55)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThank you! I’ve been looking for this specific edition for so long and finally came across this listing so of course I had to grab it. Price was justifiable and shipping was speedy! And the book arrived wrapped securely. It looked just as it did in the photos too.Wuthering Heights by Emily Brontë (1983, Mass Market, Reprint) (Nr. 335859060741)
- o***n (2597)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufLovely sleeping kitty. It looks just as described. Thanks for the excellent packing and timely shipping. A great Value!