BookSection
 (2010)

Contact Map Prediction by Machine Learning

Martin, AJ; Mooney, C; Walsh, I; Pollastri, G; Rangwala, H; Karypis, G

Keywords: contact map prediction by machine learning, predicting binary contact maps, two stages - contact density prediction from primary sequence and contact map reconstruction, filtering contact maps, filtering stage (NN-Filter) - correcting nonphysical contact predictions by training ensembles of artificial neural networks