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Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18) - Peter A. Flach
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Peter A. Flach:

Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18) - Paperback

2013, ISBN: 9048154332

Taschenbuch, [EAN: 9789048154333], Springer, Springer, Book, [PU: Springer], 2013-10-04, Springer, 63355011, Künstliche Intelligenz, 63336011, Informatik, 62991011, Computer & Internet, 5… More...

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Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18) - Peter A. Flach
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Peter A. Flach:

Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18) - Paperback

2013, ISBN: 9048154332

Taschenbuch, [EAN: 9789048154333], Springer, Springer, Book, [PU: Springer], 2013-10-04, Springer, 63355011, Künstliche Intelligenz, 63336011, Informatik, 62991011, Computer & Internet, 5… More...

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Herausgegeben von Flach, P. A. Hadjiantonis, Antonis:
Abduction and Induction - Paperback

2010

ISBN: 9789048154333

[ED: Softcover], [PU: Springer Netherlands], From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deductio… More...

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Abduction and Induction - P.A. Flach
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P.A. Flach:
Abduction and Induction - Paperback

ISBN: 9789048154333

Paperback, [PU: Springer], From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now … More...

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Abduction and Induction
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Abduction and Induction - Paperback

2000, ISBN: 9048154332

Abduction and Induction ab 181.99 € als Taschenbuch: Essays on their Relation and Integration. Softcover reprint of the original 1st ed. 2000. Aus dem Bereich: Bücher, Wissenschaft, Mathe… More...

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Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18)
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ISBN:

9789048154333


From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now call abduction and induction. Deduction is now fairly well understood, but abduction and induction have eluded a similar level of understanding. The papers collected here address the relationship between abduction and induction and their possible integration. The approach is sometimes philosophical, sometimes that of pure logic, and some papers adopt the more task-oriented approach of AI. The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general.

Details of the book - Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series, Band 18)


EAN (ISBN-13): 9789048154333
ISBN (ISBN-10): 9048154332
Paperback
Publishing year: 2010
Publisher: Springer
332 Pages
Weight: 0,503 kg
Language: eng/Englisch

Book in our database since 2012-02-09T17:02:53+00:00 (London)
Detail page last modified on 2021-11-12T09:57:03+00:00 (London)
ISBN/EAN: 9789048154333

ISBN - alternate spelling:
90-481-5433-2, 978-90-481-5433-3
Alternate spelling and related search-keywords:
Book author: flach

Information from Publisher

Author: P.A. Flach; Antonis Hadjiantonis
Title: Applied Logic Series; Abduction and Induction - Essays on their Relation and Integration
Publisher: Springer; Springer Netherland
309 Pages
Publishing year: 2010-12-15
Dordrecht; NL
Printed / Made in
Language: English
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIX, 309 p.

BC; Hardcover, Softcover / Mathematik/Grundlagen; Mathematik: Logik; Verstehen; artificial intelligence; complexity; computer; intelligence; learning; logic; machine learning; nonmonotonic reasoning; probability; programming; Mathematical Logic and Foundations; Logic; Artificial Intelligence; Numerical Analysis; Philosophy of Science; Mathematische Grundlagen; Philosophie: Logik; Künstliche Intelligenz; Numerische Mathematik; Wissenschaftsphilosophie und -theorie; BB; EA

1 Abductive and inductive reasoning: background and issues.- 2 Smart inductive generalizations are abductions.- 3 Abduction as epistemic change: a Peircean model in Artificial Intelligence.- 4 Abduction: between conceptual richness and computational complexity.- 5 On relationships between induction and abduction: a logical point of view.- 6 On the logic of hypothesis generation.- 7 Abduction and induction from a non-monotonic reasoning perspective.- 8 Unified inference in extended syllogism.- 9 On the relations between abductive and inductive explanation.- 10 Learning, Bayesian probability, graphical models, and abduction.- 11 On the relation between abductive and inductive hypotheses.- 12 Integrating abduction and induction in Machine Learning.- 13 Abduction and induction combined in a metalogic framework.- 14 Learning abductive and nonmonotonic logic programs.- 15 Cooperation of abduction and induction in Logic Programming.- 16 Abductive generalization and specialization.- 17 Using abduction for induction based on bottom generalization.

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