Concepedia

Financial time series forecasting using support vector machines

Neurocomputing · 2003 · 1.7K citations · 18 references

Concepts

ComputingData ScienceFinanceForecastingMachine LearningTime Series AnalysisFinancial ForecastingFinancial Time Series AnalysisKernel MethodsSupport Vector MachinesTime Series ForecastingTime Series PredictionFinancial Time Series ForecastingForecasting SystemsLinear Support Vector MachinesSupport Vector ClassificationSupport Vector Regression

References

18

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

Ian H. Witten, Eibe Frank · ACM SIGMOD Record · 2002 · 5.2K citations

Computing, Computer Science, Data Mining +1

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Support vector machines for spam categorization

Harris Drucker, Donghui Wu, Vladimir Vapnik · IEEE Transactions on Neural Networks · 1999 · 1.5K citations

Computing, Computer Science, Data Mining +16