Sequence comparison

Local Alignment of DNA Sequence Based on Deep Reinforcement Learning

Author(s)3: 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…

read more

Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning

Author(s)3: 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…

read more