97 citations · 117 across the 4 of their papers we have counts for
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stat.ML2019★ 97 cited
A support vector regression-based multi-fidelity surrogate model
Maolin Shi, Shuo Wang, Wei Sun +2
Computational simulations with different fidelity have been widely used in engineering design. A high-fidelity (HF) model is generally more accurate but also more time-consuming th…
eess.SP2019
High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes
Maolin Shi, Wei Sun, Xueguan Song +1
Support vector regression (SVR) has been widely used to reduce the high computational cost of computer simulation. SVR assumes the input parameters have equal sample sizes, but une…