13. Machine Intelligence 1994

Koichi Furukawa, Donald Michie, Stephen Muggleton (Eds.): Machine Intelligence 13, Machine Intelligence and Inductive Learning. Clarendon Press, Oxford, 1994

Historical Perspectives

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  John Alan Robinson:
  Logic, Computers, Turing, and von Neumann. Machine Intelligence 13 1994: 1-35
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  Stephen Muggleton:
  Logic and Learning: Turing's legacy. Machine Intelligence 13 1994: 37-56

Inductive Inference

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  Hiroki Arimura, Takeshi Shinohara, Setsuko Otsuki, Hiroki Ishizaka:
  A Generalization of the Least General Generalization. Machine Intelligence 13 1994: 59-85
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  Ashwin Srinivasan, Stephen Muggleton, Michael Bain:
  The Justification of Logical Theories based on Data Compression. Machine Intelligence 13 1994: 87-121
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  Ken'ichi Handa, Mikiko Nishikimi, Hitoshi Matsubara:
  Utilizing Structure Information in Concept Formation. Machine Intelligence 13 1994: 123-142
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  Hiroshi Tsukimoto, Chie Morita:
  The Discovery of Propositions in Noisy Data. Machine Intelligence 13 1994: 143-167
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  Takashi Yokomori:
  Learning non-deterministic finite automata from queries and counterexamples. Machine Intelligence 13 1994: 169-189

Scientific Domains

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  Michael J. E. Sternberg, R. A. Lewis, Ross D. King, Stephen Muggleton:
  Machine Learning and biomolecular modelling. Machine Intelligence 13 1994: 193-212
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  E. J. Kehoe:
  More than meets the eye: animal learning and knowledge induction. Machine Intelligence 13 1994: 213-246
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  C. Trevarthen:
  Regulation of human cognition and its growth. Machine Intelligence 13 1994: 247-268
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  Enn Tyugu:
  Large heterogeneous knowledge bases. Machine Intelligence 13 1994: 269-288

Experimental Machine Learning

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  Michael Bain, Stephen Muggleton:
  Learning optimal chess strategies. Machine Intelligence 13 1994: 291-309
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  Ross D. King, Bob Henery, Cao Feng, A. Sutherland:
  A Comparative Study of Classification Algorithms: Statistical, Machine Learning and Neural Network. Machine Intelligence 13 1994: 311-359

Learning Control

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  Claude Sammut:
  Recent progress with BOXES. Machine Intelligence 13 1994: 363-383
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  Donald Michie, Rui Camacho:
  Building symbolic representations of intuitive real-time skills from performance data. Machine Intelligence 13 1994: 385-418
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  Masaki Suwa, Hiroshi Motoda:
  Learning Perceptually Chunked Macro Operators. Machine Intelligence 13 1994: 419-440
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  Masayuki Numao, T. Maruoka, Masamichi Shimura:
  Inductively Speeding Up Logic Programs. Machine Intelligence 13 1994: 441-458