Machine Intelligence 14

Applied Machine Intelligence

AvK. Furukawa,D. Michie

Inbunden, Engelska, 1996

Del i serien Machine Intelligence

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Beskrivning

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.

Produktinformation

Utgivningsdatum:1996-04-18
Mått:161 x 242 x 31 mm
Vikt:859 g
Format:Inbunden
Språk:Engelska
Serie:Machine Intelligence
Antal sidor:470
Förlag:Clarendon Press
ISBN:9780198538608

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Innehållsförteckning

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