Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].

Prestasi pengelas rangkaian neural amat bergantung kepada set data yang digunakan dalam process pembelajaran. Secara praktik, set data berkemungkinan mengandungi maklumat yang tidak diperlukan. Dengan itu, pencarian ciri merupakan suatu langkah yang penting dalam pembinaan suatu pengelas berdasarka...

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Main Author:	Tang, Weng Chin
Format:	Thesis
Language:	English
Published:	2007
Subjects:	QA76.75-76.765 Computer software
Online Access:	http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf
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id	my-usm-ep.8145
record_format	uketd_dc
spelling	my-usm-ep.81452017-04-14T12:18:35Z Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb]. 2007-07 Tang, Weng Chin QA76.75-76.765 Computer software Prestasi pengelas rangkaian neural amat bergantung kepada set data yang digunakan dalam process pembelajaran. Secara praktik, set data berkemungkinan mengandungi maklumat yang tidak diperlukan. Dengan itu, pencarian ciri merupakan suatu langkah yang penting dalam pembinaan suatu pengelas berdasarkan rangkaian neural yang efektif. The performance of Neural-Network (NN)-based classifiers is strongly dependent on the data set used for learning. In practice, a data set may contain noisy or redundant data items. Thus, feature selection is an important step in building an effective and efficient NN-based classifier. 2007-07 Thesis http://eprints.usm.my/8145/ http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Sains Komputer
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	QA76.75-76.765 Computer software
spellingShingle	QA76.75-76.765 Computer software Tang, Weng Chin Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
description	Prestasi pengelas rangkaian neural amat bergantung kepada set data yang digunakan dalam process pembelajaran. Secara praktik, set data berkemungkinan mengandungi maklumat yang tidak diperlukan. Dengan itu, pencarian ciri merupakan suatu langkah yang penting dalam pembinaan suatu pengelas berdasarkan rangkaian neural yang efektif. The performance of Neural-Network (NN)-based classifiers is strongly dependent on the data set used for learning. In practice, a data set may contain noisy or redundant data items. Thus, feature selection is an important step in building an effective and efficient NN-based classifier.
format	Thesis
qualification_level	Master's degree
author	Tang, Weng Chin
author_facet	Tang, Weng Chin
author_sort	Tang, Weng Chin
title	Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
title_short	Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
title_full	Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
title_fullStr	Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
title_full_unstemmed	Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].
title_sort	feature selection for the fuzzy artmap neural network using a hybrid genetic algorithm and tabu search [qa76.87. t164 2007 f rb].
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Sains Komputer
publishDate	2007
url	http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf
_version_	1747819696653074432

Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb].

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