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Publications
Found 14 results
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Neural Networks (Computer)
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2009
Kernytsky A
,
Rost B
.
Using genetic algorithms to select most predictive protein features.
Proteins. 2009 ;75(1):75-88.
2008
Punta M
,
Rost B
.
Neural networks predict protein structure and function.
Methods Mol Biol. 2008 ;458:203-30.
Trott O
,
Siggers K
,
Rost B
,
Palmer AG
.
Protein conformational flexibility prediction using machine learning.
J Magn Reson. 2008 ;192(1):37-47.
2007
Schlessinger A
,
Liu J
,
Rost B
.
Natively unstructured loops differ from other loops.
PLoS Comput Biol. 2007 ;3(7):e140.
Ofran Y
,
Rost B
.
Protein-protein interaction hotspots carved into sequences.
PLoS Comput Biol. 2007 ;3(7):e119.
Bromberg Y
,
Rost B
.
SNAP: predict effect of non-synonymous polymorphisms on function.
Nucleic Acids Res. 2007 ;35(11):3823-35.
2006
Passerini A
,
Punta M
,
Ceroni A
,
Rost B
,
Frasconi P
.
Identifying cysteines and histidines in transition-metal-binding sites using support vector machines and neural networks.
Proteins. 2006 ;65(2):305-16.
2005
Punta M
,
Rost B
.
PROFcon: novel prediction of long-range contacts.
Bioinformatics. 2005 ;21(13):2960-8.
2004
Nair R
,
Rost B
.
LOCnet and LOCtarget: sub-cellular localization for structural genomics targets.
Nucleic Acids Res. 2004 ;32(Web Server issue):W517-21.
Liu J
,
Rost B
.
Sequence-based prediction of protein domains.
Nucleic Acids Res. 2004 ;32(12):3522-30.
2003
Nair R
,
Rost B
.
Better prediction of sub-cellular localization by combining evolutionary and structural information.
Proteins. 2003 ;53(4):917-30.
Nair R
,
Rost B
.
LOC3D: annotate sub-cellular localization for protein structures.
Nucleic Acids Res. 2003 ;31(13):3337-40.
Ofran Y
,
Rost B
.
Predicted protein-protein interaction sites from local sequence information.
FEBS Lett. 2003 ;544(1-3):236-9.
2002
Pollastri G
,
Przybylski D
,
Rost B
,
Baldi P
.
Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles.
Proteins. 2002 ;47(2):228-35.