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
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PROTEIN CLASSIFICATION USING NEURAL NETWORKS A REVIEW (abstract).pdf Download (142kB) | Preview |
Abstract
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.
| Item Type: | Book Chapter |
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| Uncontrolled Keywords: | neural networks, protien classification, research, Universiti Malaysia Sarawak, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education |
| Subjects: | T Technology > T Technology (General) |
| Divisions: | Academic Faculties, Institutes and Centres > Faculty of Cognitive Sciences and Human Development Faculties, Institutes, Centres > Faculty of Cognitive Sciences and Human Development Academic Faculties, Institutes and Centres > Faculty of Cognitive Sciences and Human Development |
| Depositing User: | Lee |
| Date Deposited: | 11 Sep 2017 03:23 |
| Last Modified: | 11 Sep 2017 03:23 |
| URI: | http://ir.unimas.my/id/eprint/17509 |
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