Modeling soil temperature based on Gaussian process regression in a semi-arid-climate, case study Ghardaia, Algeria

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 26.9K citations

Generalization Theory, Engineering, Machine Learning +10

Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.3K citations · Full text

Applying support vector machines to predict building energy consumption in tropical region

Bing Dong, Cheng Cao, Siew Eang Lee · Energy and Buildings · 2004 · 783 citations

Energy Consumption, Tropical Region, Engineering +12

Reliable multi-objective optimization of high-speed WEDM process based on Gaussian process regression

Jin Yuan, Kesheng Wang, Tao Yu et al. · International Journal of Machine Tools and Manufacture · 2007 · 226 citations

Gaussian Process Regression, Model Optimization, Large-scale Global Optimization +8

Estimation of solar radiation over Turkey using artificial neural network and satellite data

Ozan Şenkal, Tuncay Kuleli · Applied Energy · 2008 · 212 citations

Engineering, Solar Power, Satellite Imaging +8