We present a novel technique, called DSVP (Discrimination through Singular Vectors Projections), to discriminate spurious events within dataset. The purpose of this paper is lay down general procedure which can be tailored for broad variety applications. After describing the concept, we apply algorithm problem identifying nearly coincident in low temperature microcalorimeters order push time re...