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1
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AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties.
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J Theor Biol
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2010
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1.27
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2
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Gene selection algorithms for microarray data based on least squares support vector machine.
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BMC Bioinformatics
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2006
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1.21
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3
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MegaMotifBase: a database of structural motifs in protein families and superfamilies.
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Nucleic Acids Res
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2007
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1.02
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4
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DNA-Prot: identification of DNA binding proteins from protein sequence information using random forest.
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J Biomol Struct Dyn
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2009
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0.97
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5
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Prediction of apoptosis protein locations with genetic algorithms and support vector machines through a new mode of pseudo amino acid composition.
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Protein Pept Lett
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2010
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0.95
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6
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SVMCRYS: an SVM approach for the prediction of protein crystallization propensity from protein sequence.
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Protein Pept Lett
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2010
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0.95
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7
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Identification of catalytic residues from protein structure using support vector machine with sequence and structural features.
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Biochem Biophys Res Commun
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2008
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0.92
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8
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SMotif: a server for structural motifs in proteins.
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Bioinformatics
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2007
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0.89
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9
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A machine learning approach for the identification of odorant binding proteins from sequence-derived properties.
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BMC Bioinformatics
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2007
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0.89
|
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10
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Predicting protein structural class by SVM with class-wise optimized features and decision probabilities.
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J Theor Biol
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2008
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0.85
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11
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SPRED: A machine learning approach for the identification of classical and non-classical secretory proteins in mammalian genomes.
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Biochem Biophys Res Commun
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2009
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0.82
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12
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An approach for classification of highly imbalanced data using weighting and undersampling.
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Amino Acids
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2010
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0.81
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13
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Identification of functionally diverse lipocalin proteins from sequence information using support vector machine.
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Amino Acids
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2010
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0.81
|
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14
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Multiclass cancer classification by support vector machines with class-wise optimized genes and probability estimates.
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J Theor Biol
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2009
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0.79
|
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15
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Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble.
|
Bioinformatics
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2008
|
0.78
|
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16
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Robust growing neural gas algorithm with application in cluster analysis.
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Neural Netw
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2004
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0.78
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17
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SMpred: a support vector machine approach to identify structural motifs in protein structure without using evolutionary information.
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J Biomol Struct Dyn
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2010
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0.76
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18
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Prediction of functionally important sites from protein sequences using sparse kernel least squares classifiers.
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Biochem Biophys Res Commun
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2009
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0.76
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19
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Hierarchical overlapped SOM's for pattern classification.
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IEEE Trans Neural Netw
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1999
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0.75
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20
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Neural network based temporal video segmentation.
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Int J Neural Syst
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2002
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0.75
|
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21
|
Structural pattern recognition using genetic algorithms with specialized operators.
|
IEEE Trans Syst Man Cybern B Cybern
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2003
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0.75
|