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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| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | 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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| Institution: | Universiti Teknologi Petronas |
| Language: | English |
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