Volumes of data are projected to reach 40ZB by 2020, or 5,247 GB per person, with emerging economies accounting for an increasingly large proportion of the world's total.
Current serious delinquency plus default rates of 5.9% of CRE loans (net recovery, via Fed data) are projected to increase to up to 17% by Fitch, assuming a 25% fall in prices ($142 billion out of $2.4 trillion).
4G LTE networks will help, but won't solve the worsening data crunch, as data is projected to grow over 18-fold, and 4G will only increase network capacity by around four-fold.
For a single-layer ELM-AE, the input data is projected to a new space with the constraint of the orthogonal random weights and biases of the hidden nodes on Eq. (10) by mathbf{H}= gleft(mathbf{w}cdot mathbf{x}+mathbf{b}right kern2.25em mathrm{mathbf{w}{t}^Tmathbf{wmathbf{w}=mathbf{f{w}=mathbf{I} mathrm{and}kern0.5em {boldsymbol{b}}^Tboldsymbol{b}=1 (10).
Using the Fourier transform, high-resolution time-series microarray data is projected to the frequency domain.
ABC may be viewed as a class of rejection algorithms (Marjoram et al. 2003; Marjoram and Tavaré 2006), where the full data are projected to a lower-dimensional set of summary statistics.
IMS' private practice database does not capture data from every US private practice, therefore to ensure that the data represent appropriately the US population, the data were projected up to Primary Census Statistical Areas (PCSAs).
Finally, functional data were projected from volume space to surface space by creating mesh time courses.
These data were projected onto the NJ trees to assess whether they could help to explain the genetic differentiation within the panels.
PC vectors were then normalized by rescaling them such that the square root of the sum of the squared loadings was 1. Standardized patient data were projected onto these desensitized, normalized PCs to compute PC score vectors for patients.
