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Smart sampling is used to consolidate various sources of product/process uncertainties by deploying the effect-ranking capabilities of the general-regression neural networks.
In this article, we extensively evaluate the smart sampling algorithm (SSA) developed by Garud et al. (2017a) for constructing multidimensional surrogate models.
The proposed procedure also embeds a smart sampling technique that will help monitor and record the system behavior effectively for the provisioning of new software services.
By creating and using a smart sampling strategy on the historical car reservation data provided by Zipcar, a simulator proposed by Fields can model the operation of the two-way car-sharing system.
Beyond the massively parallelized and distributed approaches exploiting hardware architectures and programming frameworks that have received increasing interest these last few years, several variants of the Stochastic Gradient Descent (SGD) method based on "smart" sampling procedures have been designed for accelerating the model fitting stage.
He explained that real-time visualization is done via smart sampling, which he called the "secret sauce" of the function.
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The fused behavior of the master-ranked bread characteristics behavior was smart sampled with GRNN-crowdsourcing and robust analysis.
N: Jakes B. & Michael Z. D: vocals plus generative & "smart sampler" N: Visda G. & Joel D. N: Jason S. & Mike G. N: Jorge H. & Kapil K. E: 1 guitar, 1 laptop, 1 control surface, 1 audio interface.
Britney Spears and will.i.am debuted the video for "Scream and Shout," their new club-ready track that's light on lyrics and relies on one smart sample.
The cleaned reads from the OV and SMART samples were specifically trimmed (respectively the first 12 and three bases in respect of the manufacturer's recommendations).
Position-referenced microscopy (PRM) is based on smart sample holders that integrate a position reference pattern (PRP) in their depth, allowing the determination of the lateral coordinates with respect to the sample-holder itself.
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