18 citations · 83 across the 20 of their papers we have counts for
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cs.NE2014★ 2 cited
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm
Jiaqi Zhao, Vitor Basto Fernandes, Licheng Jiao +5
Finding a good classifier is a multiobjective optimization problem with different error rates and the costs to be minimized. The receiver operating characteristic is widely used in…
cs.DS2014★ 11 cited
Faster Computation of Expected Hypervolume Improvement
Iris Hupkens, Michael Emmerich, André Deutz
The expected improvement algorithm (or efficient global optimization) aims for global continuous optimization with a limited budget of black-box function evaluations. It is based o…