Robotics & Machine Learning Daily News2024,Issue(Nov.11) :153-154.

Pre-processing annotated homologous regions in protein sequences concerning mach ine-learning applications

基于machine-learning应用的蛋白质序列注释同源区预处理

Robotics & Machine Learning Daily News2024,Issue(Nov.11) :153-154.

Pre-processing annotated homologous regions in protein sequences concerning mach ine-learning applications

基于machine-learning应用的蛋白质序列注释同源区预处理

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摘要

由一名新闻记者-机器人与机器学习日报的工作人员新闻编辑每日新闻-根据基于预印摘要的新闻报道,我们的记者获得了以下报价来源于BI orxiv.org:尽管带注释的蛋白质序列被广泛应用于机器学习应用中,但预处理这些关于同源性的序列主要限于基于全局的完全序列不考虑他们的A符号的对齐。在这里,我将介绍一些新的工具来识别所有可能的同一或跨两个数据集标注序列之间的局部拓扑及其解析这些同系物。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from bi orxiv.org:“While annotated protein sequences are widely used in machine learning applicati ons, pre-processingthese sequences regarding homology is mainly limited to clus tering complete sequences based on globalalignment without considering their an notations. Here, I am introducing new tools that identify all possiblelocal hom ologies between annotated sequences within the same or across two datasets and t hen resolvethese homologies.”

Key words

Bioinformatics/Biotechnology/Biotechno logy - Bioinformatics/Cyborgs/Emerging Technologies/Information Technology/M achine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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