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The resulting basis functions are localized in the real space, and are discontinuous in the global domain.
The resulting basis vectors are generally localized to neighborhoods of varying size and may also lead to sparse representations of data on a graph [165].
Dimension reduction is an important preprocessing step for this nonlinear technique and is performed in a novel way: a genetic algorithm is designed which determines the optimal number of basis vectors for a reduced-order feature space representation as an optimization problem of the condition number of the resulting basis.
The resulting basis vectors in H are dissimilar and interpretable e.g.. Unlike other matrix factorization methods, NMF is suitable for this particular task because it constrains both H and W to be non-negative.
Since there is some resemblance between this method for cough classification and the eigenfaces method [ 15], the resulting basis vectors defining the cough feature subspaces have been described as eigencoughs.
The resulting basis coefficients for each condition were integrated into an estimated time course of the hemodynamic response, with 13 time points covering multiples of the TR from 0 to 24 s relative to stimulus onset.
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Clegg will announce the scheme will be operated on a payments-by-results basis.
The majority of low to medium-risk work is to be contracted out on a payment by results basis.
It is due to publish a public services white paper next week encouraging delivery of services by the private sector on a payment by results basis.
He is proposing to outsource all probation work with medium and low risk to private and voluntary sector providers on a payment by results basis.
Justice secretary Chris Grayling announced today that private and voluntary agencies would be taking these on wholesale on a payment-by-results basis.
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