Thesis Collection
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Browsing by Author "Mariscal, Jesús"
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A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers
Borrero Sánchez, Juan Diego
; Mariscal, Jesús (MDPI, 2022-05)
New players are entering the new and important digital data market for agriculture, increasing power asymmetries and reinforcing their competitive advantages. Although the farmer remains at the heart of agricultural data ... -
A New Predictive Algorithm for Time Series Forecasting Based on Machine Learning Techniques: Evidence for Decision Making in Agriculture and Tourism Sectors
Borrero Sánchez, Juan Diego; Mariscal, Jesús; Vargas Sánchez, Alfonso (MDPI, 2022-11)
Accurate time series prediction techniques are becoming fundamental to modern decision support systems. As massive data processing develops in its practicality, machine learning (ML) techniques applied to time series can ... -
Deterministic Chaos Detection and Simplicial Local Predictions Applied to Strawberry Production Time Series
Borrero Sánchez, Juan Diego; Mariscal, Jesús (MDPI, 2021)
In this work, we attempted to find a non-linear dependency in the time series of strawberry production in Huelva (Spain) using a procedure based on metric tests measuring chaos. This study aims to develop a novel method ...
