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Nonparametric clustering using quantum mechanics
2005
IEEE International Conference on Image Processing 2005
This paper introduces a new nonparametric estimation approach that can be used for data that is not necessarily Gaussian distributed. The proposed approach employs the Shrödinger partial differential equation. We assume that each data sample is associated with a quantum physics particle that has a radial field around its value. We consider a statistical estimation approach for finding the size of the influence field around each data sample. By implementing the Shrödinger equation we obtain a
doi:10.1109/icip.2005.1530518
dblp:conf/icip/NasiosB05a
fatcat:gqer6v3vdrhdlox2hx4yg27ndy