Classifying promoters by interpreting the hidden information of DNA sequences via deep learning and combination of continuous FastText N-grams

• Main Authors: Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, Nagarajan, Yeh, Hui-Yuan
• 其他作者: School of Humanities
• 格式: Article
• 語言: English
• 出版: 2020
• 主題: Humanities::General; DNA Promoter; Transcription Factor
• 在線閱讀: https://hdl.handle.net/10356/143993
• 機構: Nanyang Technological University

A promoter is a short region of DNA (100-1,000 bp) where transcription of a gene by RNA polymerase begins. It is typically located directly upstream or at the 5' end of the transcription initiation site. DNA promoter has been proven to be the primary cause of many human diseases, especially dia...