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References

  • Mandatory reading:
    • [1] Mitchell, T. "Machine Learning", McGraw Hill, 1997. (Section 3)
    • [2] Mitchell, T. "The Discipline of Machine Learning" Technical Report CMU-ML-06-108, July 2006. Available online: http://www.cs.cmu.edu/~tom/pubs/MachineLearning.pdf
    • [3] Fensel, D. “Ein integriertes System zum maschinellen Lernen aus Beispielen” Künstliche Intelligenz (3). 1993.
  • Further reading:
    • [4] Feigenbaum, E. A. “Expert systems in the 1980s” In: A. Bond (Ed.), State of the art report on machine intelligence. Maidenhea: Pergamon-infotech.
    • [5] Quinlan, J. R. “Induction of decision trees”. Machine Learning 1 (1), pp. 81-106, 1986.

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