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Machine Intelligence : Machine Intelligence and Inductive Learning - K. Furukawa

Machine Intelligence

Machine Intelligence and Inductive Learning

By: K. Furukawa (Editor), D. Michie (Editor), S. Muggleton (Editor)

Hardcover Published: 25th August 1994
ISBN: 9780198538509
Number Of Pages: 488

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Machine Intelligence 13 ushers in an exciting new phase of artificial intelligence research, one in which machine learning has emerged as a hot-bed of new theory, as a practical tool in engineering disciplines, and as a source of material for cognitive models of the human brain. Based on the Machine Intelligence Workshop of 1992, held at Strathclyde University in Scotland, the book brings together numerous papers from some of the field's leading researchers to discuss current theoretical and practical issues. Highlights include a chapter by J.A. Robinson--the founder of modern computational logic--on the field's great forefathers John von Neumann and Alan Turing, and a chapter by Stephen Muggleton that analyzes Turing's legacy in logic and machine learning. This thirteenth volume in the renowned Machine Intelligence series remains the best source of information for the latest developments in the field. All students and researchers in artificial intelligence and machine learning will want to own a copy.

Industry Reviews

the current volume maintains the high standards set by its predecessors... authored by distinguished researchers... * Endeavour *

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

ISBN: 9780198538509
ISBN-10: 0198538502
Series: Machine Intelligence : Book 13
Audience: General
Format: Hardcover
Language: English
Number Of Pages: 488
Published: 25th August 1994
Country of Publication: GB
Dimensions (cm): 22.86 x 15.24  x 3.18
Weight (kg): 0.89

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