Concepedia

Support vector machine―an alternative to artificial neuron network for water quality forecasting in an agricultural nonpoint source polluted river?

Mei Liu, Jun Lü

Environmental Science and Pollution Research · 2014 · 109 citations · 39 references

Concepts

EngineeringWater Quality ManagementWater ResourcesData ScienceEnvironmental EngineeringAgricultural Nonpoint SourceWater Technology InnovationWater QualityArtificial Neuron NetworkHydrologyFlood Risk ManagementWater Quality Forecasting

References

39

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.3K citations

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 12.6K citations

Support Vector Machine, Engineering, Pattern Recognition +5

Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik, Steven E. Golowich, Alex Smola · 1996 · 2.7K citations

Facial expression recognition based on Local Binary Patterns: A comprehensive study

Caifeng Shan, Shaogang Gong, Peter W. McOwan · Image and Vision Computing · 2008 · 2.3K citations

Comprehensive Study, Face Detection, Local Binary Patterns +12

A GA-based feature selection and parameters optimizationfor support vector machines

Cheng-Lung Huang, Chieh-Jen Wang · Expert Systems with Applications · 2005 · 1.4K citations

Data Classification, Support Vector Machine, Classification Method +12