Buch

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Übersicht

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Verlag	:	Springer Netherland
Buchreihe	:	Applied Logic Series (Bd. 18)
Sprache	:	Englisch
Erschienen	:	30. 04. 2000
Seiten	:	309
Einband	:	Gebunden
Höhe	:	297 mm
Breite	:	210 mm
Gewicht	:	1430 g
ISBN	:	9780792362500
Sprache	:	Englisch

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Inhaltsverzeichnis

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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.

Pressestimmen

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`The present book ... does throw open windows towards understanding the true complexities of reasoning, by presenting abduction and induction intertwined as a fascinating case study for `real logic'.' Johan van Benthem, University of Amsterdam

Deine Buchhandlung

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