Open AccessCLIPS-4D: a classifier that distinguishes structurally and functionally important residue-positions based on sequence and 3D data
Author(s) -
Jan-Oliver Janda,
Andreas Meier,
Rainer Merkl
Publication year - 2013
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btt519
Subject(s) - clips , classifier (uml) , computer science , artificial intelligence , protein data bank , support vector machine , data mining , protein data bank (rcsb pdb) , pattern recognition (psychology) , machine learning , protein structure , biology , biochemistry
The precise identification of functionally and structurally important residues of a protein is still an open problem, and state-of-the-art classifiers predict only one or at most two different categories.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom