Forecasting Performance Of Cascade Forward Back Propagation Neural Network For Data With Outliers

Dalam kajian ini, satu rangkaian neural berasaskan pengelompokan telah dibangunkan untuk menyiasat dan membandingkan prestasinya dengan teknik-teknik pe- modelan lain bagi kes penyimpangan andaian berkaitan hubungan homoskedastik dalam set data In this research, a clustering based neural network...

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Bibliographic Details
Main Author: Mamuda, Mamman
Format: Thesis
Language:English
Published: 2017
Subjects:
Online Access:http://eprints.usm.my/38638/1/Forecasting_performance_of_cascade_forward_back_propagation_neural_network_for_data_with_outliers_by_Mamman_Mamuda..pdf
http://eprints.usm.my/38638/
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Institution: Universiti Sains Malaysia
Language: English
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Summary:Dalam kajian ini, satu rangkaian neural berasaskan pengelompokan telah dibangunkan untuk menyiasat dan membandingkan prestasinya dengan teknik-teknik pe- modelan lain bagi kes penyimpangan andaian berkaitan hubungan homoskedastik dalam set data In this research, a clustering based neural network was developed with the aim of investigating and comparing its performance with the performance of other model techniques in the case of deviation from the assumption of homoscedastic relation- ship in dataset