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Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates
We investigate the potential of training time reduction for deep learnin...
12/26/2019 ∙ by Xingchen Wang, et al. ∙
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Approximate Query Processing on Autonomous Cameras
Surveillance IoT cameras are becoming autonomous: they operate on batter...
09/02/2019 ∙ by Mengwei Xu, et al. ∙
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FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images
Feature selection is used in machine learning to improve predictions, de...
08/02/2019 ∙ by Jieqiong Zhao, et al. ∙
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Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection
We study the problem of interference source identification, through the ...
05/16/2019 ∙ by Xiwen Zhang, et al. ∙
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Crack detection in beam structures with a novel Laplace based Wavelet Finite Element method
Beam structure is one of the most widely used structures in mechanical e...
12/18/2017 ∙ by Shuaifang Zhang, et al. ∙
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