Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning

<italic>Goal:</italic> Various methods have been developed to analyze the association between organisms and their genomic sequences. Among them, sequence alignment is the most frequently used method for comparative analysis of biological genomes. We intend to propose a novel pairwise seq...

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Bibliographic Details

Published in:	IEEE Open Journal of Engineering in Medicine and Biology
Main Authors:	Yong-Joon Song, Dong Jin Ji, Hyein Seo, Gyu-Bum Han, Dong-Ho Cho
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Subjects:	Deep reinforcement learning global alignment pairwise alignment sequence alignment sequence comparison
Online Access:	https://ieeexplore.ieee.org/document/9340257/