Protein Classification Using Neural Networks : A Review
This chapter presents an overview on the application of neural networks (NN) in bioinformatics, specifically in the classification of protein family/superfamily. Protein classification is important for both biological data analysis and knowledge discovery. NN has been one of the most widely used met...
| Main Authors: | , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
Borneo Publisher Co
2005
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/17509/ http://ir.unimas.my/id/eprint/17509/7/PROTEIN%20CLASSIFICATION%20USING%20NEURAL%20NETWORKS%20A%20REVIEW%20%28abstract%29.pdf |
| _version_ | 1848838301336731648 |
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| author | Lee, Nung Kion Wang, Dianhui Tan, Kock Wah |
| author2 | Wang, Dianhui |
| author_facet | Wang, Dianhui Lee, Nung Kion Wang, Dianhui Tan, Kock Wah |
| author_sort | Lee, Nung Kion |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | This chapter presents an overview on the application of neural networks (NN) in bioinformatics, specifically in the classification of protein family/superfamily. Protein classification is important for both biological data analysis and knowledge discovery. NN has been one of the most widely used methods for protein classification. In this paper, detailed discussion of protein classification processes using NN is presented with emphasis on the various protein sequences feature extraction and neural classifier design. Some other related issues and future challenges are discussed at the end of the chapter. |
| first_indexed | 2025-11-15T06:53:23Z |
| format | Book Chapter |
| id | unimas-17509 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:53:23Z |
| publishDate | 2005 |
| publisher | Borneo Publisher Co |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-175092017-09-11T03:23:25Z http://ir.unimas.my/id/eprint/17509/ Protein Classification Using Neural Networks : A Review Lee, Nung Kion Wang, Dianhui Tan, Kock Wah T Technology (General) This chapter presents an overview on the application of neural networks (NN) in bioinformatics, specifically in the classification of protein family/superfamily. Protein classification is important for both biological data analysis and knowledge discovery. NN has been one of the most widely used methods for protein classification. In this paper, detailed discussion of protein classification processes using NN is presented with emphasis on the various protein sequences feature extraction and neural classifier design. Some other related issues and future challenges are discussed at the end of the chapter. Borneo Publisher Co Wang, Dianhui Lee, Nung Kion 2005 Book Chapter PeerReviewed text en http://ir.unimas.my/id/eprint/17509/7/PROTEIN%20CLASSIFICATION%20USING%20NEURAL%20NETWORKS%20A%20REVIEW%20%28abstract%29.pdf Lee, Nung Kion and Wang, Dianhui and Tan, Kock Wah (2005) Protein Classification Using Neural Networks : A Review. In: Neural Networks Applications in Information Technology and Web Engineering. Borneo Publisher Co, Sarawak, Malaysia, pp. 2-14. ISBN 983425590X |
| spellingShingle | T Technology (General) Lee, Nung Kion Wang, Dianhui Tan, Kock Wah Protein Classification Using Neural Networks : A Review |
| title | Protein Classification Using Neural Networks : A Review |
| title_full | Protein Classification Using Neural Networks : A Review |
| title_fullStr | Protein Classification Using Neural Networks : A Review |
| title_full_unstemmed | Protein Classification Using Neural Networks : A Review |
| title_short | Protein Classification Using Neural Networks : A Review |
| title_sort | protein classification using neural networks : a review |
| topic | T Technology (General) |
| url | http://ir.unimas.my/id/eprint/17509/ http://ir.unimas.my/id/eprint/17509/7/PROTEIN%20CLASSIFICATION%20USING%20NEURAL%20NETWORKS%20A%20REVIEW%20%28abstract%29.pdf |