10 search results - page 1 / 2 » Integrative machine learning approach for multi-class SCOP p... |
GCB
2003
Springer
13 years 9 months ago
2003
Springer
: Classification and prediction of protein structure has been a central research theme in structural bioinformatics. Due to the imbalanced distribution of proteins over multi SCOP ...
BMCBI
2006
13 years 4 months ago
2006
Motivation Protein remote homology prediction and fold recognition are central problems in computational biology. Supervised learning algorithms based on support vector machines a...
CSB
2004
IEEE
13 years 8 months ago
2004
IEEE
We propose a novel technique for automatically generating the SCOP classification of a protein structure with high accuracy. High accuracy is achieved by combining the decisions o...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
We develop a novel multi-class classification method based on output codes for the problem of classifying a sequence of amino acids into one of many known protein structural class...
BMCBI
2011
12 years 11 months ago
2011
Background: Accurate identification of protein domain boundaries is useful for protein structure determination and prediction. However, predicting protein domain boundaries from a...