Different learning functions for weighted kernel regression in solving small sample problem with noise

• Main Authors: Ibrahim, Zuwairie, Arshad, Nurul Wahidah, Shapiai @ Abd. Razak, Mohd. Ibrahim, Mokhtar, Norrima
• Format: Conference or Workshop Item
• Published: 2015
• Subjects: TP Chemical technology
• Online Access: http://eprints.utm.my/id/eprint/61202/; http://alife-robotics.co.jp/Call%20for%20Papers.pdf
• Institution: Universiti Teknologi Malaysia

Previously, weighted kernel regression (WKR) for solving small samples problem has been reported. In the original WKR, the simple iterative learning technique and the formulated learning function in estimating weight parameters are designed only to solve non-noisy and small training samples problem....