The training is accomplished using the Baum-Welch algorithm [41], an expectation maximization technique that finds the most likely parameters for an HMM given a training set of emissions.
The in situ bioremediation in MG is accomplished by reduction in concentration of TE by the technique of determinant inequalities and the maximization of Mutual Information MII) without adding any chemical element externally.
"Alone, nothing is accomplished".
Then, the authentication is accomplished.
Thus the proof is accomplished.
This is accomplished as follows.
The maximization in Equation (7) can be accomplished frame-by-frame, i.e., the optimal clean speech at time t is obtained by the maximization of the output PDF of state s over the complete speech x t bounded by the observation y t : x ^ t, u, s = arg max x t, u, s ≤ y t, u p ( x t, u, s, y t, r | s ) = arg max x t, u, s ≤ y t, u ∑ k ∈ G ( s ) P ( k | s ) p ( x t, u, s, y t, r | k ) (8).
It is shown through the development of a set of design equations and finite element modeling and analysis that the simultaneous maximization of both step size and operating frequency cannot be accomplished for a lever amplifying frame.
Parameter estimation was accomplished using the lme package in R, with maximization of the restricted log-likelihood.
Feature selection was accomplished by ranking features using conditional mutual information maximization (CMIM), as described in Methods [see Additional file 1 for the actual ranking].
