The Community for Technology Leaders
Green Image
ABSTRACT
<p>The authors provide a brief overview of the application of machine-learning methods to proteomic problems. They outline a novel strategy for the complete prediction of protein 3D coordinates. The strategy relies on three main successive stages: prediction of structural features, topology, and actual coordinates.</p>
INDEX TERMS
contact map, evolutionary information, protein structure prediction, protein contacts, recurrent neural networks, secondary structure, solvent accessibility
CITATION
Pierre Baldi, Gianluca Pollastri, "A Machine-Learning Strategy for Protein Analysis", IEEE Intelligent Systems, vol. 17, no. , pp. 28-35, March/April 2002, doi:10.1109/MIS.2002.10004
97 ms
(Ver 3.3 (11022016))