Quantitative Sequence-Activity Model Analysis of Oligopeptides Coupling an Improved High-Dimension Feature Selection Method with Support Vector Regression-Reference-Cited by-同舟云学术

Quantitative Sequence-Activity Model Analysis of Oligopeptides Coupling an Improved High-Dimension Feature Selection Method with Support Vector Regression

Published:2014-02-18 Issue:4 Volume:83 Page:379-391
ISSN:1747-0277
Container-title:Chemical Biology & Drug Design
language:en
Short-container-title:Chem Biol Drug Des

Author:

Wang Lifeng¹²,Dai Zhijun¹²,Zhang Hongyan¹²,Bai Lianyang²³,Yuan Zheming¹²

Affiliation:

1. Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization; Hunan Agricultural University; Changsha 410128 China

2. College of Plant Protection; Hunan Agricultural University; Changsha 410128 China

3. Hunan Academy of Agricultural Sciences; Changsha 410125 China

Publisher

Wiley

Subject

Molecular Medicine,Biochemistry,Drug Discovery,Pharmacology,Organic Chemistry

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1111/cbdd.12242/fullpdf

Reference46 articles.

1. A novel descriptor of amino acids and its application in peptide QSAR;Tong;J Theor Biol,2008

2. Using multidimensional patterns of amino acid attributes for QSAR analysis of peptides;Liang;Amino Acid,2009

3. Gaussian process: an alternative approach for QSAM modeling of peptides;Zhou;Amino Acid,2010

4. Antimicrobial peptides: resistant-proof antibiotics of the new millennium;Ding;Drug Dev Res,2004

5. Relations between chemical structure and biological activity in peptides;Sneath;J Theor Biol,1966

Cited by 3 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. Investigation of spectrophotometric simultaneous absorption of Salmeterol and Fluticasone in Seroflo spray by continuous wavelet transform and radial basis function neural network methods;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2021-12

2. Chi-MIC-share: a new feature selection algorithm for quantitative structure–activity relationship models;RSC Advances;2020

3. Maximal Information Coefficient and Support Vector Regression Based Nonlinear Feature Selection and QSAR Modeling on Toxicity of Alcohol Compounds to Tadpoles of Rana temporaria;Journal of the Brazilian Chemical Society;2018