448 citations · 1.8k across the 31 of their papers we have counts for
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cs.LG2016
Nonnegative Matrix Factorization for identification of unknown number of sources emitting delayed signals
Filip L. Iliev, Valentin G. Stanev, Velimir V. Vesselinov +1
Factor analysis is broadly used as a powerful unsupervised machine learning tool for reconstruction of hidden features in recorded mixtures of signals. In the case of a linear appr…
cs.LG2016★ 21 cited
Identification of release sources in advection-diffusion system by machine learning combined with Green function inverse method
Valentin G. Stanev, Filip L. Iliev, Scott Hansen +2
The identification of sources of advection-diffusion transport is based usually on solving complex ill-posed inverse models against the available state- variable data records. Howe…