
Machine Intelligence 14
Applied Machine Intelligence
Clarendon Press
Published on 18. April 1996
Book
Hardback
470 pages
978-0-19-853860-8 (ISBN)
Description
Machine Intelligence 14 contains material presented at the Anglo-Janpanese workshop of Novemver 1993 held at the Hitachi Research Laboratory. It marks the 70th birthday of Donald Michie, the founder of the series. The contents is divided into the following subjects: complex decision taking, inductive logic programming, applied machine learning, dynamic control, and computational learning theory. Applications include controlling a steel mill, discovery of protein structural constraints, and qualitative control for dynamic systems.
More details
Series
Language
English
Place of publication
Oxford
United Kingdom
Publishing group
Oxford University Press
Target group
Professional and scholarly
Illustrations
frontispiece, line figures, tables
Dimensions
Height: 235 mm
Width: 157 mm
Thickness: 32 mm
Weight
911 gr
ISBN-13
978-0-19-853860-8 (9780198538608)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Persons
Editor
ProfessorProfessor, Keio University, Tokyo
Emeritus ProfessorEmeritus Professor, University of Edinburgh
, Oxford University Computing Laboratory
Content
1. Game mastery and intelligence ; 2. Reacting, planning, and learning in an autonomous agent ; 3. Multi-entity models ; 4. Putting knowledge rich plan represetnations to use ; 5. On dealing with dynamic utility of learned knowledge ; 6. Inverting entailment and progol ; 7. Learning logic programs and regularities from examples by inductive inference ; 8. Variations and local exceptions in inductive logic programming ; 9. Inductive logic programming with large-scale unstructured data ; 10. Discovery of protein structural constraints in a deductive database using inductive logic programming ; 11. Controlling a steel mill with BOXES ; 12. A reasoning system for legal analogy ; 13. Concept learning algorithm with adaptive search ; 14. Deriving qualitative control for dynamic systems ; 15. Behavioural clones and cognitive skill models ; 16. A classification of abduction: abduction for logic programming ; 17. Efficient algorithms for inductive learning - an application of multi-linear functions to inductive learning