Similar to [ 20], we cast peptide identification as a binary classification problem in which "good" PSMs are labeled as "+1" and "bad" PSMs are labeled as "-1".
Casting an identification activity into the model results in a set of known elements (representing an investigator's starting knowledge, e.g., the evidence from an investigator) and a set of desired elements (representing the final knowledge required).
This serves as a starting point to cast our system identification problem into a Bayesian framework.
Exploiting the representation of these pdfs as scale mixtures of Gaussians, we cast our system identification problem into a Gaussian process regression framework, which requires estimating a number of hyperparameters of the data size order.
Specifically, studies in East Asians allowed for a 'wider net' to be cast in the identification of type 2 diabetes susceptibility variants [ 4, 11].
Here we discuss classification of the die-cast part surfaces, identification of undercuts and protrusions, identification of parting line regions, and determination of the parting line.
From what he says, to how he says it, to whom he has struck alliances with, Mr. Pataki has moved to blur his own party identification, casting the coming contest for governor as anything but the referendum between the Republican and Democratic views of government that served Democrats well in the 1998 and 2000 Senate races.
Voter ID laws require people to show some form of government identification before they can cast a ballot.
We cast the fault location identification problem as the minimum test cover (MTC) problem.
Correction: An earlier version of this story incorrectly stated that 450,000 voters lack proper identification to cast ballots in Virginia.
Robust optimal experiment design for dynamic system identification is cast as a minmax optimization problem, which is infinite-dimensional.
