Decision support system for plant and crop treatment and protection based on wireless sensor networks

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URI: http://hdl.handle.net/10902/15193
ISBN: 978-1-5386-5732-4
ISBN: 978-1-5386-5731-7
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Autoría
Stamenkovic, Zoran; Randjic, Siniša; Santamaría Caballero, Luis IgnacioAutoridad Unican; Markovic, Dušan; Vaerenbergh, Steven vanAutoridad Unican; Pešovic, Uroš
Fecha
2018
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© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Publicado en
41st International Spring Seminar on Electronics Technology (ISSE), Zlatibor, Serbia, 2018, 318-322
Editorial
IEEE
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Resumen/Abstract
A decision support system (DSS) able to protect/treat plants and crops taking into account the temporal and spatial variability of physical, environmental, and agricultural parameters has been described. It is based on remote sensing and the most sophisticated machine learning techniques: Gaussian processes and deep neural networks. An example of knowledge extraction and actionable rule definition has been presented too.
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