Skip to main content

Automated Synthesis of Data Analysis Programs: Learning in Logic

  • Conference paper
Inductive Logic Programming (ILP 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3194))

Included in the following conference series:

  • 270 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Fischer, B., Schumann, J.: Autobayes: a system for generating data analysis programs from statistical models. J. Funct. Program. 13(3), 483–508 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  2. Fischer, B., Schumann, J.: Applying Autobayes to the analysis of planetary nebulae images. In: ASE 2003, pp. 337–342 (2003)

    Google Scholar 

  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)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Buntine, W. (2004). Automated Synthesis of Data Analysis Programs: Learning in Logic. In: Camacho, R., King, R., Srinivasan, A. (eds) Inductive Logic Programming. ILP 2004. Lecture Notes in Computer Science(), vol 3194. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30109-7_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-30109-7_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22941-4

  • Online ISBN: 978-3-540-30109-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics