Recent advances in surrogate-based optimization

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

Statistical Learning Theory

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

Generalization Theory, Engineering, Machine Learning +10

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 12.6K citations

Support Vector Machine, Engineering, Pattern Recognition +5

Response Surface Methodology: Process and Product Optimization Using Designed Experiments

Richard F. Gunst, Raymond H. Myers, Douglas C. Montgomery · Technometrics · 1996 · 9.6K citations

Engineering, Industrial Engineering, Modeling Method +19

STATISTICS FOR SPATIAL DATA

Noel Cressie · Terra Nova · 1992 · 8.9K citations

Quantitative Spatial Model, Spatial Statistical Analysis, Geography +4