Using a mixture of experts’ approach to solve the forecasting task

The forecasting problem appears frequently in the aviation industry (demand forecasting, air transport movement forecasting, etc.). In this article, a new approach based on multiple neural networks of different topologies is introduced. An algorithm was tested on real data and showed better results...

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Bibliographic Details
Main Authors: Victor Sineglazov, Elena Chumachenko, Vladyslav Gorbatyuk
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2014-10-01
Series:Aviation
Subjects:
Online Access:http://journals.vgtu.lt/index.php/Aviation/article/view/2939