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Biodiesel content determination in diesel fuel blends using near infrared (NIR) spectroscopy and support vector machines (SVM)
(Elsevier Science BvAmsterdamHolanda, 2013)
Parameter selection in least squares-support vector machines regression oriented, using generalized cross-validation
(Universidad Nacional de Colombia Sede Medellín, 2012)
In this work a new methodology for automatic selection of the free parameters in the Least Squares–Support Vector Machines (LS-SVM) regression oriented algorithm is proposed. We employ a multidimensional Generalized ...
Clifford support vector machines for classification, regression, and recurrence
(2010)
This paper introduces the Clifford support vector machines (CSVM) as a generalization of the real and complex-valued support vector machines using the Clifford geometric algebra. In this framework, we handle the design of ...
Clifford support vector machines for classification, regression, and recurrence
(2010)
This paper introduces the Clifford support vector machines (CSVM) as a generalization of the real and complex-valued support vector machines using the Clifford geometric algebra. In this framework, we handle the design of ...
Prediction Of The Distillation Temperatures Of Crude Oils Using H-1 Nmr And Support Vector Regression With Estimated Confidence Intervals
(ELSEVIER SCIENCE BVAMSTERDAM, 2015)