Sentence examples for of uncertain data from inspiring English sources
Modern applications require advanced techniques and tools to process large volumes of uncertain data.
For that purpose we introduce cardinality constraints as a principled tool to control the occurrences of uncertain data.
But the heads of central banks, even the most technically inclined ones, ultimately have to reach policy decisions based on their own reading of uncertain data, and on how they weight various possible outcomes.
Two such representations are considered, based on the orthogonal projection of uncertain data and solution variables using either a Haar or a Legendre basis.
The MRA relies on an orthogonal projection of uncertain data and solution variables onto a multi-wavelet basis, consisting of compact piecewise-smooth polynomial functions.
For that purpose we study cardinality constraints and functional dependencies as a declarative mechanism to control the occurrences and interrelationships of uncertain data.
Agrawal, Parag and Das Sarma, Anish and Ullman, Jeffrey and Widom, Jennifer Foundations of Uncertain-Data Integration.
Modal and frequency response bounds are then predicted based on an EV based model considering a small number of samples of simulated uncertain data.
Since on Reichenbach's view uncertainty is associated with observation and perception and scientific theories are only confirmed with a degree of probability, an account is required of how uncertain data changes the probabilities of hypotheses logically remote from the data.
Moreover, the uncertainty whose importance is accentuated in the case of algae production due to lack of real-world implementation is captured by the utilization of robust optimization under two norms of the uncertain data vector.
As shown in Fig. 5, the objective function values of dynamic cell formation problem obtained by the proposed MIP model are robust against the amount of uncertain parameters in the future and yield a series of solutions that are less sensitive to realizations of the uncertain data.
