Sequence alignment

Local Alignment of DNA Sequence Based on Deep Reinforcement Learning

Author(s): Yong-Joon Song, Dong-Ho Cho
Local Alignment of DNA Sequence Based on Deep Reinforcement Learning 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)

Goal: Over the decades, there have been improvements in the sequence alignment algorithm, with significant advances in various aspects such as complexity and accuracy. However, human-defined algorithms have an explicit…

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Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning

Author(s): Yong-Joon Song, Dong Jin Ji, Hyein Seo, Gyu-Bum Han, Dong-Ho Cho
Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)

Goal: 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…

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