Advertisement

Automated Synthesis of Data Analysis Programs: Learning in Logic

  • Wray Buntine
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3194)

Abstract

Program synthesis is the systematic, usually automatic construction of correct and efficient executable code from declarative statements. Program synthesis is routinely used in industry to generate GUIs and for database support.

References

  1. 1.
    Fischer, B., Schumann, J.: Autobayes: a system for generating data analysis programs from statistical models. J. Funct. Program. 13(3), 483–508 (2003)zbMATHCrossRefMathSciNetGoogle Scholar
  2. 2.
    Fischer, B., Schumann, J.: Applying Autobayes to the analysis of planetary nebulae images. In: ASE 2003, pp. 337–342 (2003)Google Scholar
  3. 3.
    Buntine, W., Fischer, B., Pressburger, T.: Towards automated synthesis of data mining programs. In: Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 372–376. ACM Press, New York (1999)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Wray Buntine
    • 1
  1. 1.Complex Systems Computation GroupHelsinki Institute for Information TechnologyFinland

Personalised recommendations