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Explainability of a Deep Neural Network Model for Prediction of Solar Panels Generation: Comparative Study Cover

Explainability of a Deep Neural Network Model for Prediction of Solar Panels Generation: Comparative Study

Journal of Automation, Mobile Robotics and Intelligent Systems
Volume 20 (2026): Issue 1 (March 2026)
By: Rosalís Amador García,  María Matilde García Lorenzo and  Rafael E. Bello Pérez  
Open Access
|Mar 2026
DOI: https://doi.org/10.14313/jamris-2026-008 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649
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Language: English
Page range: 79 - 84
Submitted on: Apr 13, 2024
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Accepted on: Jan 24, 2025
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Published on: Mar 31, 2026
Published by: Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
LIME,
SHAP,
Integrated Gradients,
Time Series Saliency
Related subjects:
Computer sciences,
Artificial intelligence,
Engineering,
Electrical engineering,
Control engineering, metrology and testing,
Mechanical engineering,
Fundamentals of mechanical engineering

© 2026 Rosalís Amador García, María Matilde García Lorenzo, Rafael E. Bello Pérez, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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