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The estimation of the measurement noise is achieved thanks to the transformation of the original system into a singular form where the measurement noise makes part of the augmented state.
where g (k)=Φ T (z (k)/β+Φ x (k)+r (k+1)−y) is the gradient of the differentiable part of the augmented Lagrangian function with respect to x and Shrink denotes the shrinkage operator defined as Shrink a,ρ) i =s g n(a i ) max(|a i |−ρ,0).
The unobserved times when patients acquire the organism (the latent event times, which are part of the augmented data) are included in the set of model unknowns.
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The water system in Haiti before the earthquake may not have been fair or ideal: rich neighborhoods and hotels received chlorinated water from one set of pipes, while everyone else relied on city water pumped in for part of the day, augmented by water trucks that appeared daily in neighborhoods.
Part of augmenting the experience is noting customer preferences, not only for what they buy, but how they like to be treated while in-store.
Some courses at Duke incorporate service as part of the curriculum to augment material learned in class such as in psychology or education courses (known as service learning courses).
Because hypoxia-inducible factor-1α can promote epithelial proliferation [ 2], it is possible that it may be an important part of the signal that augments normal biliary regeneration.
This part of the system would simply augment the existing technology in major retailers' apps, where, today, live store inventory is already mapped to a particular location.
The base chief, an agency veteran, had traveled to Afghanistan last year as part of the C.I.A.'s effort to augment its ranks in the war zone.
Part of the funding will go to augment this platform, too, the company says.
Recent animal studies suggest that macrophages (MФ), which are part of the innate immune response, can augment adaptive T-cell responses made in AIED [20].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com