Abductive Reasoning and Learning - Handbook of Defeasible Reasoning and Uncertainty Management Systems - Rudolf Kruse - Livros - Springer - 9780792365655 - 30 de setembro de 2000
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Abductive Reasoning and Learning - Handbook of Defeasible Reasoning and Uncertainty Management Systems 2000 edition

Rudolf Kruse

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Abductive Reasoning and Learning - Handbook of Defeasible Reasoning and Uncertainty Management Systems 2000 edition

This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches. Abduction is central to all areas of applied reasoning, including artificial intelligence, philosophy of science, machine learning, data mining and decision theory, as well as logic itself.


Marc Notes: Includes bibliographical references and index. Table of Contents: 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. Publisher Marketing: This book contains leading survey papers on the various aspects of abduction, both logical and numerical approaches. Abduction is central to all areas of applied reasoning, including artificial intelligence, philosophy of science, machine learning, data mining and decision theory, as well as logic itself.

Contributor Bio:  Kruse, Rudolf Kruse-Univ. of Magdeburg, Germany

Mídia Livros     Hardcover Book   (Livro com lombada e capa dura)
Lançado 30 de setembro de 2000
ISBN13 9780792365655
Editoras Springer
Páginas 442
Dimensões 155 × 235 × 25 mm   ·   807 g
Idioma English  
Editor Gabbay, Dov M.
Editor Smets, Philippe

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