271
Views
4
CrossRef citations to date
0
Altmetric
Original Articles

A comparison of heuristic methods for polynomial regression model induction

&
Pages 17-27 | Received 29 Sep 2007, Published online: 14 Oct 2010

References

  • Aha , D.W. and Bankert , R.L. 1996 . “ A comparative evaluation of sequential feature selection algorithms ” . In Learning from Data Edited by: Lenz , H.J. and &Fisher , D. volume 4 , 199 – 206 . Springer, NY
  • Akaike , H. 1974 . A new look at the statistical model identification . IEEE Transactions on Automatic Control , 19 : 716 – 723 .
  • Barron , R.L. , Mucciardi , A.N. , Cook , F.J. , Craig , J.N. and Barron , A.R. 1984 . “ Adaptive Learning Networks: Development and Application in the United States of Algorithms related to GMDH Ch. 2 ” . In Self‐Organizing Methods in Modeling: GMDH Type Algorithms , Edited by: Farlow , S.J. 25 – 65 . NY : Marcel Dekker .
  • Elder , J.F. IV and Brown , D.E. 2000 . “ Induction and Polynomial Networks ” . In Network Models for Control and Processing , Edited by: Fraser , M.D. 143 – 198 . Portland, OR : Intellect .
  • Farlow , S.J. 1984 . Self‐organizing Methods in Modeling: GMDH Type Algorithms , volume 54 , NY : Marcel Dekker, Inc. .
  • Forrest , S. and Mitchell , M. 1993 . “ Relative building‐block fitness and the building‐block hypothesis ” . In Foundations of Genetic Algorithms , Edited by: Whitley , D. Vol. 2 , 109 – 126 . San Mateo, CA : Morgan Kaufmann .
  • Hurvich , C.M. and Tsai , C.L. 1989 . Regression and time series model selection in small samples . Biometrika , 76 : 297 – 307 .
  • Jekabsons , G. , Lavendels , J. and Sitikov , V. 2007 . Model evaluation and selection in multiple nonlinear regression analysis . Mathemacal Modelling and Analysis , 12 (1) : 81 – 90 .
  • Rissanen , J. 1978 . Modeling by shortest data description . Automatica , 14 : 465 – 471 .
  • Todorovski , L. , Ljubic , P. and Dzeroski , S. 2004 . Inducing polynomial equations for regression . Lecture notes in computer science, Lecture notes in artificial intelligence , 3201 : 441 – 452 .
  • Ward Systems Group. Inc. Neuroshell 2. User's Guide. Frederick, MD, USA, 1998. (http://www.wardsystems.com)

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.