Nanopore sequencing is a widely-used high-throughput genome sequencing technology
that can sequence long fragments of a genome into raw electrical signals at low cost …

The high execution time of DNA sequence alignment negatively affects many genomic
studies that rely on sequence alignment results. Pre-alignment filtering was introduced as a …

Reinforcement learning (RL) has achieved significant success across various tasks.
However, generalizing RL for similar tasks remains a challenge. This study leverages …

Nanopore sequencers generate electrical raw signals in real-time while sequencing long
genomic strands. These raw signals can be analyzed as they are generated, providing an …

Traffic correlation attacks have illustrated challenges with protecting communication meta-
data, yet short flows as in messaging applications like Signal have been protected by …

Hidden Markov models (HMMs) are frequently used in areas such as speech recognition
and bioinformatics. However, implementing HMM algorithms correctly and efficiently is time …

As the Next-Generation Sequencing (NGS) techniques need to process enormous amounts
of data, cost-efficient and high-throughput computational analysis is essential in genomics …