2021 International Joint Conference on Neural Networks (IJCNN) 2021
DOI: 10.1109/ijcnn52387.2021.9534105
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Study of XAI-capabilities for early diagnosis of plant drought

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Cited by 5 publications
(11 citation statements)
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“…An experiment was carried out to monitor the drought stress of wheat plants for 25 days with the fixation of the state of plants after 2-3 days [7]. Plants were observed in 3 boxes of 30 plant pots in each: 15 on the left were watered; 15 on the right were not watered.…”
Section: Methodsmentioning
confidence: 99%
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“…An experiment was carried out to monitor the drought stress of wheat plants for 25 days with the fixation of the state of plants after 2-3 days [7]. Plants were observed in 3 boxes of 30 plant pots in each: 15 on the left were watered; 15 on the right were not watered.…”
Section: Methodsmentioning
confidence: 99%
“…The state of the plant can be directly related to the entropy value through the Gray Level Co-occurance Matrix (GLCM), built for the image, as a rule, of a leaf of a plant in shades of gray, where each of the gray levels is associated with certain changes in the state of the plant. And each matrix corresponds to the entropy value [9] for the studied area of the image, as it was demonstrated in [7].…”
Section: Methodsmentioning
confidence: 99%
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“…A successful attempt to create a simple, easily configurable, and efficient XAI network was described in [ 25 ]. An XAI-based classifier and regressor, which are simple and easily configurable as part of the user task, were built based on a single-layer perceptron (SLP).…”
Section: Introductionmentioning
confidence: 99%