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Artificial neural network ensembles in time series forecasting: an application of rainfall forecasting in Sri Lanka Cover

Artificial neural network ensembles in time series forecasting: an application of rainfall forecasting in Sri Lanka

International Journal on Advances in ICT for Emerging Regions (ICTer)
Volume 6 (2013): Issue 2
By: ,   and    
Open Access
|Jul 2014
Authors

Authors

Harshani R. K. Nagahamulla

harshaninag@yahoo.com

Wayamba University of Sri Lanka, Kuliyapitiya, Sri Lanka

Uditha R. Ratnayake

udithar@pdn.ac.lk

University of Peradeniya Peradeniya, Sri Lanka

Asanga Ratnaweera

asangar@pdn.ac.lk

University of Peradeniya Peradeniya, Sri Lanka
DOI: https://doi.org/10.4038/icter.v6i2.7151 | Journal eISSN: 2550-2794
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Language: English
Published on: Jul 16, 2014
Published by: University of Colombo School of Computing
In partnership with: Paradigm Publishing Services
Keywords:
Rainfall forecasting,
Artificial neural networks (ANN),
Multi layer feed forward network (MLFFN),
Back propagation algorithm (BPN),
Radial basis function network (RBFN),
General regression neural network (GRNN),
Ensemble neural network (ENN)

© 2014 Harshani R. K. Nagahamulla, Uditha R. Ratnayake, Asanga Ratnaweera, published by University of Colombo School of Computing
This work is licensed under the Creative Commons License.

Volume 6 (2013): Issue 2
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