Concepedia

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

Meysam Alizamir, Sungwon Kim, Özgür Kişi, Mohammad Zounemat‐Kermani

Energy · 2020 · 151 citations · 43 references

Concepts

Natural SciencesEnvironmental SciencesMeteorologyClimatologyMachine LearningStatistical LearningKernel MethodsSolar IrradianceSolar ObservationsSolar PhysicsSolar RadiationComparative Case Study DesignDiffuse Solar RadiationSolar Irradiance AssessmentSolar Radiation MeasurementSolar Radiation ModelsSolar Radiation Parameterization

References

43

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

Computing, Computer Science, Mathematics +13

ANFIS: adaptive-network-based fuzzy inference system

Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics · 1993 · 16.2K citations

Computing, Computer Science, Systems Engineering +17

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

Natural Sciences, Biostatistics, Data Analytics +16

Fuzzy Model Identification Based on Cluster Estimation

S. Chiu · Journal of Intelligent & Fuzzy Systems · 1994 · 2.8K citations

Computing, Computer Science, Data Mining +9