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Home > Abduction and Induction: Essays on their Relation and Integration > Integrating Abduction and Induction in Machine Learning
Abduction and Induction: Essays on their Relation and Integration |
P.A. Flach; Antonis Hadjiantonis
Springer Netherlands
Abduction and Induction: Essays on their Relation and Integration
Integrating Abduction and Induction in Machine Learning
Authors

Raymond J. Mooney

ARI Id

1664250349332_925982

Access

Not Available Free

Pages

181-191

DOI

10.1007/978-94-017-0606-3_12

Chapter URL

https://rd.springer.com/chapter/10.1007/978-94-017-0606-3_12

Table of Contents of Book
Showing 1 to 20 of 23 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xix
Abductive and Inductive Reasoning: Background and Issues
Peter A. Flach; Antonis C. Kakas
1-27
Front Matter
29-29
Smart Inductive Generalizations are Abductions
John R. Josephson
31-44
Abduction as Epistemic Change: A Peircean Model in Artificial Intelligence
Atocha Aliseda
45-58
Abduction: Between Conceptual Richness and Computational Complexity
Stathis Psillos
59-74
Front Matter
75-75
On Relationships between Induction and Abduction: A Logical Point of View
Brigitte Bessant
77-87
On the Logic of Hypothesis Generation
Peter A. Flach
89-106
Abduction and Induction from a Non-Monotonic Reasoning Perspective
Nicolas Lachiche
107-116
Unified Inference in Extended Syllogism
Pei Wang
117-129
Front Matter
131-131
On the Relations between Abductive and Inductive Explanation
Luca Console; Lorenza Saitta
133-151
Learning, Bayesian Probability, Graphical Models, and Abduction
David Poole
153-168
On the Relation between Abductive and Inductive Hypotheses
Akinori Abe
169-180
Integrating Abduction and Induction in Machine Learning
Raymond J. Mooney
181-191
Front Matter
193-193
Abduction and Induction Combined in a Metalogic Framework
Henning Christiansen
195-211
Learning Abductive and Nonmonotonic Logic Programs
Katsumi Inoue; Hiromasa Haneda
213-231
Cooperation of Abduction and Induction in Logic Programming
Evelina Lamma; Paola Mello; Fabrizio Riguzzi; Floriana Esposito; Stefano Ferilli; Giovanni Semeraro
233-252
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 23 entries
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