Decision Support System for Plan and Crop Treatment and Protection based on Wireless Sensor Networks
| Title | Decision Support System for Plan and Crop Treatment and Protection based on Wireless Sensor Networks |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Stamenkovic, Z., S. Randjić, I. Santamaría, D. Markovic, S. Van Vaerenbergh, and U. Pešović |
| Conference Name | 41st International Spring Seminar on Electronics Technology (ISSE) |
| Month Published | May |
| Conference Location | Zlatibor, Serbia |
| Abstract | A decision support system (DSS) able to control the course of agricultural production and protect healthy and treat diseased plants and crops taking into account the temporal and spatial variability of environmental parameters has been described. It is based on remote sensing and the most sophisticated machine learning techniques: Gaussian Processes (GPs) and Deep Neural Networks (DNNs). An example of knowledge extraction and actionable rule definition has been presented too. |
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