IEEE Open Journal of Engineering in Medicine and Biology

Local Alignment of DNA Sequence Based on Deep Reinforcement Learning
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 limitation in view of developmental completeness. This paper introduces a... Read more
Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning
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 genomes. We intend to propose a novel pairwise sequence alignment... Read more