Concepedia

Using a support vector machine method to predict the development indices of very high water cut oilfields

Yihua Zhong, Lei Zhao, Zhibin Liu, Yao Xu, Rong Li

Petroleum Science · 2010 · 25 citations · 15 references

Open access

Concepts

ComputingData ScienceFeature EngineeringMachine LearningKernel MethodsSupport Vector MachinesSupport Vector ClassificationSupport Vector Machine ClassificationSupport Vector RegressionWater Cut ForecastingWater Cut ManagementWater Cut Prediction

References

15

Time Series Analysis Forecasting and Control.

D. J. Bartholomew, G. E. P. Box, G. M. Jenkins · Operational Research Quarterly (1970-1977) · 1971 · 6.9K citations

Computing, Data Science, Forecasting +11

Time Series Analysis: Forecasting and Control.

O. D. Anderson, George E. P. Box, Gwilym M. Jenkins · Journal of the Royal Statistical Society Series D (The Statistician) · 1978 · 5.4K citations

Computing, Data Science, Econometrics +11

Choosing Multiple Parameters for Support Vector Machines

Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet et al. · Machine Learning · 2002 · 2.2K citations · Full text

Computing, Computer Science, Data Mining +12

A Study on Sigmoid Kernels for SVM and the Training of non-PSD Kernels by SMO-type Methods

Hsuan-Tien Lin · 2005 · 591 citations

Computing, Computer Science, Mathematics +12

Parameter determination of support vector machine and feature selection using simulated annealing approach

Shih-Wei Lin, Zne-Jung Lee, Shih‐Chieh Chen et al. · Applied Soft Computing · 2007 · 332 citations

Computing, Computer Engineering, Computer Science +17