Abstract: In this paper a robust learning algorithm for adaptive compartmental wavelon based on R. Welsh criterion is proposed. Suggested learning algorithm under consideration allows the signals processing in presence of significant noise level and outliers. The robust learning algorithm efficiency is investigated and confirmed by the number of experiments including bio-medical applications.

Keywords: computational intelligence, hybrid architecture, wavelet, adaptive compartmental wavelon, robust learning algorithm, outliers resistant.

ACM Classification Keywords: I.2.6 Learning – Connectionism and neural nets.

Link:

ADAPTIVE COMPARTMENTAL WAVELON WITH ROBUST LEARNING ALGORITHM

Yevgeniy Bodyanskiy, Oleksandr Pavlov, Olena Vynokurova

http://foibg.com/ijitk/ijitk-vol03/IJITK03-1-p02.pdf