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An Incremental Radial Basis Function Network Based on Information Granules and Its Application

This paper is concerned with the design of an Incremental Radial Basis Function Network (IRBFN) by combining Linear Regression (LR) and local RBFN for the prediction of heating load and cooling load in residential buildings. Here the proposed IRBFN is designed by building a collection of information...

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Vydáno v:Comput Intell Neurosci
Hlavní autoři: Lee, Myung-Won, Kwak, Keun-Chang
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5031910/
https://ncbi.nlm.nih.gov/pubmed/27698658
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/3207627
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