Gaussian process: an alternative approach for QSAM modeling of peptides
Author:
Publisher
Springer Science and Business Media LLC
Subject
Organic Chemistry,Clinical Biochemistry,Biochemistry
Link
http://link.springer.com/content/pdf/10.1007/s00726-008-0228-1.pdf
Reference69 articles.
1. Armas RR, Gonzalez-Diaz H, Molina R, Uriarte E (2005) Stochastic-based descriptors studying biopolymers biological properties: extended MARCH-INSIDE methodology describing antibacterial activity of lactoferricin derivatives. Biopolymers 77:247–256. doi: 10.1002/bip.20202
2. Ažman K, Kocijan J (2007) Application of Gaussian processes for black-box modeling of biosystems. ISA Trans 46:443–457. doi: 10.1016/j.isatra.2007.04.001
3. Burden FR (2001) Quantitative structure-activity relationship studies using Gaussian processes. J Chem Inf Comput Sci 41:830–835. doi: 10.1021/ci000459c
4. Chen T, Morris J, Martin E (2007) Gaussian process regression for multivariate spectroscopic calibration. Chemom Intell Lab Syst 87:59–71. doi: 10.1016/j.chemolab.2006.09.004
5. Cho SJ, Zheng W, Tropsha A (1998) Rational design of targeted combinatorial peptide libraries using chemical similarity probe and the inverse QSAR approaches. J Chem Inf Comput Sci 38:259–268. doi: 10.1021/ci9700945
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