|
|
|
|
A multi-scale parameterization approach of peptides for quantitative sequence-activity models
|
|
|
|
|
|
|
|
نویسنده
|
niu w. ,xia q. ,liang g.
|
|
منبع
|
protein and peptide letters - 2010 - دوره : 17 - شماره : 5 - صفحه:591 -598
|
|
چکیده
|
A multi-scale parameterization approach,factor analysis scales of generalized amino acid information combined with auto cross covariance,was used to develop quantitative sequence-activity models of peptides using support vector machines. the results demonstrated that this approach could well characterize sequence features of the peptides studied. © 2010 bentham science publishers ltd.
|
|
کلیدواژه
|
Auto cross covariance (ACC); Factor analysis scales of generalized amino acid information (FASGAI); FASGAI-ACC; Quantitative sequence-activity model (QSAM); Support vector machines (SVM)
|
|
آدرس
|
key laboratory of biorheological science and technology (chongqing university),ministry of education,bioengineering college chongqing university, China, key laboratory of biorheological science and technology (chongqing university),ministry of education,bioengineering college chongqing university, China, key laboratory of biorheological science and technology (chongqing university),ministry of education,bioengineering college chongqing university, China
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Authors
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|