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Then an optimization model is formulated to fulfill the data point reconstruction and select the most representative data points.
The main idea is to take, from a large number of realized laboratory experiments, the most representative data to model the system with a mathematical formulation.
To select the most representative data points for labeling, two typical active learning methods, Transductive Experimental Design (TED) and Robust Representation and Structured Sparsity (RRSS), have been recently proposed.
It is advised that transition probabilities should be derived from "the most representative data sources for the decision problem" [24].
Here we describe the most representative data obtained for two radically different structures denoted as R 163 and R 166 (Figure166
At least two independent experiments were performed and the most representative data has been presented.
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During the extraction phase, the well-known fixed-width clustering technique is extended to extract proximity-detection rules, which forms a small and most-representative data set for both inconsistent and consistent behaviours in the training data set.
In order to compare the time evolution of the storm-induced ionospheric irregularities during the geomagnetic storm of June 22 23, 2015, we selected the most representative and data covered longitude sectors in both hemispheres and analyzed the meridional slices of the GPS and GLONASS ROTI maps.
Indirect attribution from regression modeling makes use of the most nationally representative data available but relies on temporality of acute gastroenteritis to ascribe etiology, as opposed to diagnostic testing.
Consequently, these data constitute the most representative genotyping information for a cassava population until now, and can be relevant for future applications where DNA fingerprint is pivotal.
The EPA provides the most representative and frequent data on the Spanish workforce.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com