The Resource Abduction and Induction : Essays on their Relation and Integration, edited by Peter A. Flach, Antonis C. Kakas, (electronic resource)

Abduction and Induction : Essays on their Relation and Integration, edited by Peter A. Flach, Antonis C. Kakas, (electronic resource)

Label
Abduction and Induction : Essays on their Relation and Integration
Title
Abduction and Induction
Title remainder
Essays on their Relation and Integration
Statement of responsibility
edited by Peter A. Flach, Antonis C. Kakas
Creator
Contributor
Subject
Genre
Language
eng
Summary
From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now call abduction and induction. Deduction is now fairly well understood, but abduction and induction have eluded a similar level of understanding. The papers collected here address the relationship between abduction and induction and their possible integration. The approach is sometimes philosophical, sometimes that of pure logic, and some papers adopt the more task-oriented approach of AI. The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Flach, Peter A
Dewey number
160
Index
no index present
LC call number
BC1-199
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Kakas, Antonis C
Series statement
Applied Logic Series,
Series volume
18
http://library.link/vocab/subjectName
  • Philosophy (General)
  • Logic
  • Science
  • Electronic data processing
  • Artificial intelligence
Label
Abduction and Induction : Essays on their Relation and Integration, edited by Peter A. Flach, Antonis C. Kakas, (electronic resource)
Link
http://dx.doi.org/10.1007/978-94-017-0606-3
Instantiates
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource (xix, 309 pages).
File format
unknown
Form of item
online
Isbn
9789401706063
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-94-017-0606-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851380374
  • (OCoLC)ocn851380374
Label
Abduction and Induction : Essays on their Relation and Integration, edited by Peter A. Flach, Antonis C. Kakas, (electronic resource)
Link
http://dx.doi.org/10.1007/978-94-017-0606-3
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource (xix, 309 pages).
File format
unknown
Form of item
online
Isbn
9789401706063
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-94-017-0606-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851380374
  • (OCoLC)ocn851380374

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