Prediction of the distillation temperatures of crude oils using 1H NMR and support vector regression with estimated confidence intervals

References

Page 1

	Year	Citations
Support-Vector Networks Corinna Cortes, Vladimir Vapnik Machine Learning	1995	31.8K
A tutorial on support vector regression Alex Smola, Bernhard Schölkopf Statistics and Computing Support Vector MachineEngineeringPattern RecognitionPredictive AnalyticsSupport Vector Regression	2004	12.6K
Standard Normal Variate Transformation and De-Trending of Near-Infrared Diffuse Reflectance Spectra Richard Barnes, M.S. Dhanoa, S.J. Lister Applied Spectroscopy EngineeringChemical CompositionChemistryOptical CharacterizationSpectrochemical Analysis	1989	3.6K
Computer Aided Design of Experiments R. W. Kennard, L. A. Stone Technometrics	1969	3.3K
The Strength of Weak Learnability Robert E. Schapire Machine Learning Artificial IntelligenceEngineeringMachine LearningLearning TheoryEducation	1990	3.3K
PLS regression methods Agnar Höskuldsson Journal of Chemometrics Pls RegressionEngineeringData SciencePls DecompositionsPls Regression Methods	1988	1.9K
Boosting a Weak Learning Algorithm by Majority Yoav Freund Information and Computation EngineeringMachine LearningData MiningPattern RecognitionWeak Learning Algorithm	1995	1.7K
Comparing support vector machines with Gaussian kernels to radial basis function classifiers Bernhard Schölkopf, Kah-Kay Sung, Chris Burges, IEEE Transactions on Signal Processing Support VectorEngineeringMachine LearningBiometricsSupport Vector Machine	1997	1.4K
icoshift: A versatile tool for the rapid alignment of 1D NMR spectra Francesco Savorani, Giorgio Tomasi, Søren Balling Engelsen Journal of Magnetic Resonance Nmr SpectraBiochemistryMagnetic Resonance SpectroscopyNatural SciencesSpectroscopy	2009	825
Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data Roman M. Balabin, Ekaterina I. Lomakina The Analyst EngineeringMachine LearningFuel ScienceChemistryPartial Least Squares	2011	395

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