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It is unconscionable for the media to continue with its shallow methods of the past.
As a deep static method, SL2013 is less affected by PDF obfuscation and physical structure falsification that plague shallow methods.
We show that feed-forward deep neural networks are capable of achieving strong classification performance and outperform shallow methods across diverse activity classes when optimized.
They can be divided into deep and shallow methods, depending on whether their parsing of PDF files conforms to the PDF Standard [9] (deep) or not (shallow).
A common vulnerability of shallow methods is the relative ease of falsification of the PDF physical structure, demonstrated on the example of PDFrate [13].
In the second part of the study, comparison of performance of deep neural nets to shallow methods Bernoulli Naïve Bayes, k-nearest neighbor, random forest and support vector machine was investigated.
Similar(51)
We compare results with those obtained from standard shallow learning methods with predefined features, as well as standard DCNNs.
Local, partly water-bearing fractures, when partly filled with ore minerals, were connected to veins in the tunnel using shallow geophysical methods.
However, combining available borehole data, shallow geophysical methods and site histories may allow attribution of generic fill properties, and consequent reduction of urban development risk and uncertainty.
DC (direct current) electrical and shallow seismic methods are indispensable to the near surface geophysical exploration, but the near surface areas are very difficult environments for any geophysical exploration due to the random noise caused by near surface inhomogeneities.
Most bids of Dalian Metro are carried out with shallow tunneling method.
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