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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.
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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).
Data were projected to an estimated population of 649 institutions.
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.
Data ARPU is projected to be even stronger, with an increase from $5.92 to $8.58 by 2017.
Global mobile data traffic is projected to grow 26 times over the next five years.
Globally, demand for data scientists is projected to exceed supply by more than 50percentt by 2018.
Data collection is projected to be complete by mid-2008.
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CEO of Professional Science Editing for Scientists @ prosciediting.com