a Record control number WOS:000241475200020

a ISSN 0302-9743

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number QA76.87

b Item number .T56 2006

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Time series prediction using fuzzy wavelet neural network model

c Statement of responsibility, etc Rahib Hidayat Abiyev.

b Name of publisher, distributor, etc Springer-Verlag Berlin,

c Date of publication, distribution, etc 2006.

a Summary, etc The fuzzy wavelet neural network (FWNN) for time series prediction is presented in this paper. Using wavelets the fuzzy rules are constructed. The gradient algorithm is applied for learning parameters of fuzzy system. The application of FWNN for modelling and prediction of complex time series and prediction of electricity consumption is considered. Results of simulation of FWNN based prediction system is compared with the simulation results of other methodologies used for prediction. Simulation results demonstrate that FWNN based system can effectively learn complex nonlinear processes and has better performance than other models.

a Topical term or geographic name as entry element Neural network ( computer science )

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Main entry heading Artificial neural networks - ICANN 2006, PT 2

g Relationship information 2006, Vol.4132 p191-200

x International Standard Serial Number 03029743