Concepedia

A two-stage SVM method to predict membrane protein types by incorporating amino acid classifications and physicochemical properties into a general form of Chou's PseAAC

Guo-Sheng Han, Zu‐Guo Yu, Vo Anh

Journal of Theoretical Biology · 2013 · 95 citations · 76 references

Concepts

Proteinlipid InteractionTwo-stage Svm MethodBiochemistryMembrane Protein TypesAmino Acid ClassificationsNatural SciencesMolecular BiologyProtein ModelingProtein Structure PredictionProtein EngineeringMembrane SystemProteomicsProtein BioinformaticsMembrane Proteins

References

76

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.1K citations

Data Classification, Support Vector Machine, Classification Method +15

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 22.9K citations · Full text

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.2K citations

Engineering, Machine Learning, Mutual Information Criteria +21

Libsvm : A library for support vector machines

Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations

Support Vector Machine, Image Analysis, Machine Vision +10

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Data Classification, Statistical Learning, Engineering +5