Person:
Kim,
Seong-Hee
Kim,
Seong-Hee
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ItemGOALI: Efficient simulation techniques for comparing constrained systems(Georgia Institute of Technology, 2009-05-01) Kim, Seong-Hee ; Goldsman, David ; Andradottir, Sigrun
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ItemWavelet-Based Estimation of a Discriminant Function(Georgia Institute of Technology, 2002) Chang, Woojin ; Kim, Seong-Hee ; Vidakovic, BraniIn this paper we consider wavelet-based binary linear classifiers. Both consistency results and implementational issues are addressed. We show that under mild assumptions on the design density wavelet discrimination rules are L₂-consistent. The proposed method is illustrated on synthetic data sets in which the "truth" is known and on an applied discrimination problem from the industrial field.