Abduction and Induction: Essays on their Relation and Integration: Applied Logic Series, cartea 18
Editat de P.A. Flach, Antonis Hadjiantonisen Limba Engleză Paperback – 15 dec 2010
The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general.
Toate formatele și edițiile | Preț | Express |
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Paperback (1) | 945.79 lei 6-8 săpt. | |
SPRINGER NETHERLANDS – 15 dec 2010 | 945.79 lei 6-8 săpt. | |
Hardback (1) | 952.40 lei 6-8 săpt. | |
SPRINGER NETHERLANDS – 30 apr 2000 | 952.40 lei 6-8 săpt. |
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Specificații
ISBN-13: 9789048154333
ISBN-10: 9048154332
Pagini: 336
Ilustrații: XIX, 309 p.
Dimensiuni: 170 x 244 x 18 mm
Greutate: 0.45 kg
Ediția:Softcover reprint of the original 1st ed. 2000
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Applied Logic Series
Locul publicării:Dordrecht, Netherlands
ISBN-10: 9048154332
Pagini: 336
Ilustrații: XIX, 309 p.
Dimensiuni: 170 x 244 x 18 mm
Greutate: 0.45 kg
Ediția:Softcover reprint of the original 1st ed. 2000
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Applied Logic Series
Locul publicării:Dordrecht, Netherlands
Public țintă
ResearchCuprins
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.
Recenzii
`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
Johan van Benthem, University of Amsterdam