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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| Format: | Thesis |
| Language: | en |
| Published: |
2007
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| 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 http://eprints.usm.my/8145/ |
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| _version_ | 1834436701882155008 |
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| author | Tang, Weng Chin |
| author_facet | Tang, Weng Chin |
| author_sort | Tang, Weng Chin |
| building | Hamzah Sendut Library |
| collection | Institutional Repository |
| content_provider | Universiti Sains Malaysia |
| content_source | USM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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.
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| format | Thesis |
| id | my.usm.eprints.8145 |
| institution | Universiti Sains Malaysia |
| language | en |
| publishDate | 2007 |
| record_format | eprints |
| spelling | my.usm.eprints.8145 http://eprints.usm.my/8145/ Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb]. 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 NonPeerReviewed application/pdf en http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf Tang, Weng Chin (2007) Feature Selection For The Fuzzy Artmap Neural Network Using A Hybrid Genetic Algorithm And Tabu Search [QA76.87. T164 2007 f rb]. Masters thesis, Universiti Sains Malaysia. |
| 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]. |
| title | 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_short | 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]. |
| topic | QA76.75-76.765 Computer software |
| url | http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf http://eprints.usm.my/8145/ |
| url_provider | http://eprints.usm.my/ |