Enhanced Nadaraya-Watson kernel regression: surface approximation for extremely small samples

• Main Authors: Shapiai, Mohd. Ibrahim, Ibrahim, Zuwairie, Khalid, Marzuki, Jau, L. W., Pavlovich, V.
• Format: Book Section
• Published: IEEE Explorer 2011
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/29648/; http://dx.doi.org/10.1109/AMS.2011.13

The function approximation problem is to find the appropriate relationship between a dependent and independent variable(s). Function approximation algorithms generally require sufficient samples to approximate a function. Insufficient samples may cause any approximation algorithm to result in unsati...