Neural Networks Ensemble: Evaluation of Aggregation Algorithms for Forecasting

The aim of the thesis is to examine and analyze different aggregation algorithms to the forecasts obtained from individual neural network (NN) models in an ensemble. In this study an ensemble of 100 NN models are constructed with a heterogeneous architecture. The outputs from the individual NN mo...

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書目詳細資料
主要作者: HASSAN, SAIMA
格式: Thesis
語言:English
出版: 2012
主題:
在線閱讀:http://utpedia.utp.edu.my/21193/1/2012-COMPUTER%20AND%20INFORMATION%20SCIENCES-NEURAL%20NETWORKS%20ENSEMBLE%20EVALUTION%20OF%20AGGREGATION%20ALGORITHMS%20FOR%20FORECASTING-SAIMA%20HASSAN.pdf
http://utpedia.utp.edu.my/21193/
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