Proceedings of the Korean Society for Bioinformatics Conference (한국생물정보학회:학술대회논문집)
- 2003.10a
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- Pages.179-182
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- 2003
Intelligent System for Promoter Recognition with Multiple Decision Models
프로모터 예측을 위한 다중 결정 모델 지능 시스템
- Yeo, Sang-Soo (School of Computer Science & Engineering, Chung-Ang University) ;
- Rhee, Jung-Won (School of Computer Science & Engineering, Chung-Ang University) ;
- Kim, Sung-Kwon (School of Computer Science & Engineering, Chung-Ang University)
- Published : 2003.10.31
Abstract
The Development of promoter recognition systems is a interesting problem in computational biology. In this paper, we introduce a intelligent system fur promoter recognition with multiple decision models using artificial neural networks. We have trained this models with 1871 human promoter sequences and 5230exon and intron sequences. Our system is found to perform better than other promoter finding systems insensitivity and specificity measures. We have tested our system with Chromosome 22 dataset.
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