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" Handbook of defeasible reasoning and uncertainty management systems. Vol. 4, Abductive reasoning and learning "
editors, Dov M. Gabbay and Philippe Smets.
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BL
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| Record Number
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723712
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b543427
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| Main Entry
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editors, Dov M. Gabbay and Philippe Smets.
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| Title & Author
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Handbook of defeasible reasoning and uncertainty management systems. Vol. 4, Abductive reasoning and learning\ editors, Dov M. Gabbay and Philippe Smets.
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| Publication Statement
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Dordrecht ; London: Springer, 2011
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1 volume ; 24 cm
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| ISBN
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9048155606
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: 9789048155606
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| Notes
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Originally published: 2000.
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| Contents
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On the Relation between Abduction and Inductive Learning; P.A. Flach, A.C. Kakas. Part I: Logical Approaches. AI Approaches to Abduction; G. Paul. Abduction in Labelled Deductive Systems; D.M. Gabbay. Logical Characterisations of Inductive Learning; P.A. Flach. Abduction in Machine Learning; F. Bergadano, V. Cutello, D. Gunetti. Part II: Numerical Approaches. An Overview of Ordinal and Numerical Approaches to Causal Diagnostic Problem Solving; D. Dubois, H. Prade. Abductive Inference with Probabilistic Networks; C. Borgelt, R. Kruse. Learning from Data: Possibilistic Graphical Models; J. Gebhardt. Independence in Uncertainty Theories and its Applications to Learning Belief Networks; L.M. de Campos, J.F. Huete, S. Moral. Index.
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| Subject
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Abduction (Logic)
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Machine learning.
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Reasoning.
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Dov M Gabbay
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Philippe Smets
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