Machine intelligence and inductive learning
康一 古川, Donald Michie, Stephen Muggleton · Oxford University Press eBooks · 1994
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