Machine Intelligence 13 (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
488
Utgivningsdatum
1994-08-01
Förlag
Clarendon Press
Medarbetare
Michie, D. / Muggleton, S.
Illustrationer
bibliog.
Volymtitel
Machine Intelligence and Inductive Learning
Dimensioner
229 x 152 x 32 mm
Vikt
890 g
Antal komponenter
1
Komponenter
ix478
ISBN
9780198538509
Machine Intelligence 13 (inbunden)

Machine Intelligence 13

Machine Intelligence and Inductive Learning

Inbunden Engelska, 1994-08-01
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BL Leaders in the discipline discuss the latest developments in a fast moving field

This book is the latest volume in a successful series - the result of a fruitful collaboration between the Turing Institute and the Japan Society for Artificial Intelligence.

This volume stems from a workshop held in 1992, which not only witnessed the series enter its second quarter century but also a new phase in its development. The pages of this book show that machine learning has emerged to declare itself as a seed bed of new theory, as a practical took in engineering disciplines, and as a material for new mental models in human sciences.
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Innehållsförteckning

1. Logic, Computers, Turing, and von Neumann; 2. Logic and Learning: Turing's Legacy; 3. A Generalization of the Least Generalization; 4. The Justification of Logical Theories based on Data Compression; 5. Utilizing Structure Information in Concept Formation; 6. The Discovery of Propositions in Noisy Data; 7. Learning Non-deterministic Finite Automata from Queries and Counterexamples; 8. Machine Learning and Biomolecular Modelling; 9. More than Meets the eye: Animal Learning and Knowledge Induction; 10. Regulation of Human Cognition and its growth; 11. Large Heterogeneous Knowledge Basis; 12. Learning Optimal Chess Strategies; 13. A Comparative Study of Classification Algorithms; 14. Recent Progress with BOXES; 15. Building Symbolic Representations of Intuitive 0.00-time Skills from Performance Data; 16. Learning Perceptually Chunked Macro Operators; 17. Inductively Speeding up Logic Programs