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» Protein secondary structure prediction using neural networks
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BMCBI
2005
105views more  BMCBI 2005»
13 years 9 months ago
Secondary structure assignment that accurately reflects physical and evolutionary characteristics
Background: Secondary structure is used in hierarchical classification of protein structures, identification of protein features, such as helix caps and loops, for fold recognitio...
Maria Vittoria Cubellis, Fabien Cailliez, Simon C....
BMCBI
2006
152views more  BMCBI 2006»
13 years 9 months ago
A two-stage approach for improved prediction of residue contact maps
Background: Protein topology representations such as residue contact maps are an important intermediate step towards ab initio prediction of protein structure. Although improvemen...
Alessandro Vullo, Ian Walsh, Gianluca Pollastri
JUCS
2010
104views more  JUCS 2010»
13 years 7 months ago
Investigating a Correlation between Subcellular Localization and Fold of Proteins
: When considering the prediction of a structural class for a protein as a classification problem, usually a classifier is based on a feature vector x ∈ Rn , where the features...
Johannes Aßfalg, Jing Gong, Hans-Peter Krieg...
BMCBI
2008
111views more  BMCBI 2008»
13 years 9 months ago
Protein contact order prediction from primary sequences
Background: Contact order is a topological descriptor that has been shown to be correlated with several interesting protein properties such as protein folding rates and protein tr...
Yi Shi, Jianjun Zhou, David Arndt, David S. Wishar...
BMCBI
2010
97views more  BMCBI 2010»
13 years 9 months ago
SeqRate: sequence-based protein folding type classification and rates prediction
Background: Protein folding rate is an important property of a protein. Predicting protein folding rate is useful for understanding protein folding process and guiding protein des...
Guan Ning Lin, Zheng Wang, Dong Xu, Jianlin Cheng