An Enhanced Probabilistic Neural Network For Pattern Classification

Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation...

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主要作者: Chang, Roy Kwang Yang
格式: Thesis
出版: 2010
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spelling my-mmu-ep.34752023-07-28T04:12:42Z An Enhanced Probabilistic Neural Network For Pattern Classification 2010-08 Chang, Roy Kwang Yang QA76.75-76.765 Computer software Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation for this research and our proposed model was designed with those traits in mind. 2010-08 Thesis http://shdl.mmu.edu.my/3475/ http://erep.mmu.edu.my/ masters Multimedia University Faculty of Engineering and Technology (FET) EREP ID: 5763
institution Multimedia University
collection MMU Institutional Repository
topic QA76.75-76.765 Computer software
spellingShingle QA76.75-76.765 Computer software
Chang, Roy Kwang Yang
An Enhanced Probabilistic Neural Network For Pattern Classification
description Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation for this research and our proposed model was designed with those traits in mind.
format Thesis
qualification_level Master's degree
author Chang, Roy Kwang Yang
author_facet Chang, Roy Kwang Yang
author_sort Chang, Roy Kwang Yang
title An Enhanced Probabilistic Neural Network For Pattern Classification
title_short An Enhanced Probabilistic Neural Network For Pattern Classification
title_full An Enhanced Probabilistic Neural Network For Pattern Classification
title_fullStr An Enhanced Probabilistic Neural Network For Pattern Classification
title_full_unstemmed An Enhanced Probabilistic Neural Network For Pattern Classification
title_sort enhanced probabilistic neural network for pattern classification
granting_institution Multimedia University
granting_department Faculty of Engineering and Technology (FET)
publishDate 2010
_version_ 1783726134944333824