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We conducted a comparison of the presented SVM CBRN localization methodology to the stochastic localization methodology presented in (Locke and Paschalidis 2013).
This allows us to perform the numerous dispersion simulations required for enhanced accuracy of the presented localization methodology and enables large deployments of our methodology.
To demonstrate the performance of the sensor placement approach and the localization methodology, we simulated several point release scenarios in an illustrative environment.
The major contributions of this article are: 1. a new, deterministic localization methodology that does not rely on solving any sophisticated inverse dispersion problem and is an alternative to the stochastic localization methodology presented in (Locke and Paschalidis 2013); 2. a novel sensor placement methodology that stems from a machine learning feature selection procedure; and 3.
Recent developments in source localization methodology have emphasized temporal as well as spatial constraints to improve source localization accuracy, but these methods can be computationally intense.
In cities where avenues and streets are dwarfed by the tall, densely-packed buildings that line them, turbulence from these urban walls could play a greater role in sporadic particle concentration samplings and should be considered when selecting a localization methodology.
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To test the efficacy of the damage detection and localization methodologies, the algorithm has been tested on the analytical and experimental results of the ASCE benchmark structure.
By using SPMNP based subcellular localization with pulse chase methodology, we could use SPMNP for high pure-high yield organelle (plasma membrane, endosomes and lysosome) fractionation.
Francoise Henderson is CEO of global language service provider Rubric, where she oversees worldwide production and leads localization and HR methodology.
To test the efficiency of this ISH methodology, localization of transcripts of mEMK, a mouse homologue of Nematoda par-1 [45], [45], was also examined on the oocytes and zygotes (Figure S1E).
Clearly, as noise increases, both methodologies' localization accuracies deteriorate.
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