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An alternative interpretation of the present findings may offer support for a dimensional representation of mental disorders.
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An unconventional representer theorem is established to provide a finite dimensional representation for this class of covariance estimators based on data, although the solutions are searched over infinite dimensional functional spaces.
We study distributions on a Euclidean Jordan algebra V with values in a finite dimensional representation space for the identity component G of the structure group of V and homogeneous equivariance condition.
(a ) Low dimensional representation of population state at interval offset for one example session.
Thus each sample is transformed to a three dimensional representation.
Subsequently, we develop a method for obtaining a low-dimensional representation of the entire feature set and show that this reduced representation can be used as a set of surrogate process outputs for process control and design of thin-films.
Spectral analysis is performed for clustering or low dimensional representation of high dimensional data, based on the eigenvectors of the graph Laplacian on the data.
Their module allowed for creating a 3-dimensional representation of the distal femoral and proximal tibial physis.
LDA obtains a low-dimensional representation for an arbitrary sample : (15).
Nonnegative Matrix Factorization (NMF) is a matrix factorization technique for discovering low dimensional representations of data [ 16, 17].
Outputs from a physiologically based toxicokinetic (PB-TK) model for fish were visualized by mapping time-series data for specific tissues onto a three-dimensional representation of a rainbow trout.
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