Data fusion technique for predicting soil classification

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United States of America Patent

PATENT NO 12007313
APP PUB NO 20180333894A1
SERIAL NO

15977886

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Abstract

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Provided herein is a method for determining a soil classification comprising: obtaining a soil sample; conducting two or more field tests on the soil sample to obtain raw data for each field test; and calculating the soil classification from the raw data by applying a previously obtained validation dataset obtained from a training and validation soil classification calculation using samples of known soil classification, wherein the validation dataset is obtained using a feed-forward backpropagation neural network.

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Patent Owner(s)

Patent OwnerAddress
SOUTHERN METHODIST UNIVERSITYP O BOX 750132 DALLAS TX 75275-0132

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
De, Jong Adam Swanzey, US 3 23
Sitton, Jase Dallas, US 2 1
Story, Brett Rockwall, US 7 7

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