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In a letter to Dr. Crawford, Senator Edward Kennedy of Massachusetts wrote, "It is imperative that Congress and the American people learn the steps that the F.D.A. took -- or failed to take -- to provide early warning problems in the manufacture of the vaccine".
This section begins by defining the class of early warning problems of interest, then presents a brief, intuitive summary of the proposed social diffusion modeling and predictive analysis procedure, and finally describes the early warning indicators identified through this analytic procedure and the warning algorithm that is derived based on these results.
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We now turn our attention to the "early warning" problem.
We formulate the early warning problem as a classification task.
Note that a more mathematically precise statement of this warning problem is given in Appendix Two.
It is natural to pose this question as an early warning problem and to approach it using Algorithm EW.
In order to state the early warning problem more precisely, we make a few assumptions: We suppose that the triggering event or emerging situation is given.
By analyzing big data, the early warning problem of the risk of third-party damage for bar area pipeline facilities was solved.
"The department, therefore, needs effective oversight arrangements that give early warning of problems and it needs to be ready to intervene quickly where problems do arise".
"We've been warning of problems for years," he says.
BAE Systems, Britain's biggest manufacturing employer, is warning of problems ahead.
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