QSAR modeling of peptide biological activity by coupling support vector machine with particle swarm optimization algorithm and genetic algorithm
Author:
Publisher
Elsevier BV
Subject
Materials Chemistry,Computer Graphics and Computer-Aided Design,Physical and Theoretical Chemistry,Spectroscopy
Reference59 articles.
1. Development of highly potent and selective phosphinic peptide inhibitors of zinc endopeptidase 24-15 using combinatorial chemistry;Jira’cek;J. Biol. Chem.,1995
2. Crystal structures of peptides and modified peptides;Marraud;Biopolymers,1996
3. Comparative study of QSAR/QSPR correlations using support vector machines, radial basis function neural networks, and multiple linear regression;Yao;J. Chem. Inf. Comput. Sci.,2004
4. Quantitative structure–activity relationship study on a series of novel ligands binding to central benzodiazepine receptor by using the combination of heuristic method and support vector machines;Qin;QSAR Comb. Sci.,2007
5. Prediction of cytotoxicity data (CC50) of anti-HIV 5-pheny-l-phenylamino-1H-imidazole derivatives by artificial neural network trained with Levenberg–Marquardt algorithm;Chamjangali;J. Mol. Graph. Model.,2007
Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Novel dihydropyrimidines as promising EGFR & HER2 inhibitors: Insights from experimental and computational studies;European Journal of Medicinal Chemistry;2024-09
2. Characterization and relationship analysis of antioxidant and anti-inflammatory peptides in pomelo fruitlet albumin;Food Chemistry;2024-07
3. Establishing Quantifiable Guidelines for Antimicrobial α/β-Peptide Design: A Partial Least-Squares Approach to Improve Antimicrobial Activity and Reduce Mammalian Cell Toxicity;ACS Infectious Diseases;2023-11-28
4. Using the local symmetry in amino acids sequences of polypeptides to improve the predictive potential of models of their inhibitor activity;Amino Acids;2023-09-14
5. Quasi-SMILES as a Tool for Peptide QSAR Modelling;Challenges and Advances in Computational Chemistry and Physics;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3