Concepedia

Using optimized evidence-theoretic K-nearest neighbor classifier and pseudo-amino acid composition to predict membrane protein types

Hong‐Bin Shen, Kuo‐Chen Chou

Biochemical and Biophysical Research Communications · 2005 · 179 citations · 41 references

Concepts

Life SciencesBiochemistryBioinformaticsProtein Structure PredictionProteomicsStructural BioinformaticsMembrane ProteinsPeptide IdentificationProtein AnalysisProtein CharacterizationProtein IdentificationProtein Sequence AnalysisK-nearest Neighbor SearchMembrane Protein AnalysisMembrane Protein IdentificationMembrane Protein Structure PredictionMembrane Protein Topology ValidationProtein Family ClassificationTransmembrane Segment Prediction

References

41

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

PSORT: a program for detecting sorting signals in proteins and predicting their subcellular localization

Kenta Nakai, Kenta Nakai, Paul Horton · Trends in Biochemical Sciences · 1999 · 2.2K citations

Life Sciences, Bioinformatics, Molecular Biology +9

Molecular biology of the cell

Jean Gautier · Trends in Biochemical Sciences · 1993 · 2.2K citations

Life Sciences, Cell Biology, Molecular Biology +12

Prediction of protein cellular attributes using pseudo‐amino acid composition

Kuo‐Chen Chou · Proteins Structure Function and Bioinformatics · 2001 · 2K citations

Life Sciences, Biochemistry, Bioinformatics +7

A Mathematical Theory of Evidence.

Alistair Smith, Glenn Shafer · Biometrics · 1976 · 1.6K citations

Natural Sciences, Mathematics, Probability Theory +9