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Listar por autor "Rodríguez, José-Víctor"
Mostrando ítems 1-10 de 10
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A Comparison of Feature Selection and Forecasting Machine Learning Algorithms for Predicting Glycaemia in Type 1 Diabetes Mellitus
Rodríguez Rodríguez, Ignacio; Rodríguez, José-Víctor; Woo, Wai Lok; Wei, Bo; Pardo-Quiles, Domingo (IOAP-MPDI, 2021-02-16)Type 1 diabetes mellitus (DM1) is a metabolic disease derived from falls in pancreatic insulin production resulting in chronic hyperglycemia. DM1 subjects usually have to undertake a number of assessments of blood glucose ... -
Constrained IoT-based machine learning for accurate glycemia forecasting in Type 1 Diabetes patients
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor; Frisa-Rubio, Alberto (MDPI, 2023-03-31)Individuals with diabetes mellitus type 1 (DM1) tend to check their blood sugar levels multiple times daily and utilize this information to predict their future glycemic levels. Based on these predictions, patients decide ... -
Exploring the Validity of Plane and Spherical Millimeter-Wave Incidences for Multiple-Diffraction Calculations in Wireless Communication Systems.
López-Segovia, Alba; Rodríguez-Rodríguez, Ignacio; Rodríguez, José-Víctor; Juan-Llácer, Leandro; Campo-Valera, María; Woo, Wai Lok[et al.] (MDPI, 2023-04-27)The focus of this work is to determine at which threshold can the results for both plane and spherical wave incidence assumptions either converge or deviate when performing multiple diffraction attenuation calculations. ... -
Forecasting glycaemia for type 1 diabetes mellitus patients by means of IoMT devices
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor (Elsevier, 2023-09-22)The chronic metabolic condition, Type 1 diabetes mellitus (DM1), is marked by consistent hyperglycemia due to the body's inability to produce sufficient insulin. This necessitates the patient's daily monitoring of blood ... -
Improving the Learning of Superheterodyne Demodulation of Frequency-Division Multiplexing Signals via the Educational Software Tool DOSHER.
Pardo-Quiles, Domingo; Rodríguez, José-Víctor; Juan-Llácer, Leandro; Morales-Sánchez, Juan; Rodríguez-Rodríguez, Ignacio (MDPI, 2023-08-08)The knowledge of signal demodulation processes using superheterodyne receivers is of great importance in the field of telecommunications. Superheterodyne receivers receive the current focus of many scientists in a wide ... -
IoMT innovations in diabetes management: Predictive models using wearable data
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor; Woo, Wai Lok (Elsevier, 2023-10-09)Diabetes Mellitus (DM) represents a metabolic disorder characterized by consistently elevated blood glucose levels due to inadequate pancreatic insulin production. Type 1 DM (DM1) constitutes the insulin-dependent manifestation ... -
Proof of Concept of the Use of the Parametric Effect in Two Media with Application to Underwater Acoustic Communications.
Campo-Valera, María; Rodríguez-Rodríguez, Ignacio; Rodríguez, José-Víctor; Herrera-Fernández, Luis-Jorge (MDPI, 2023-08-15)Nonlinear acoustics offers a new range of acoustic applications that are currently being exploited. The parametric nonlinear effect—the occurrence of low frequencies with modulated high-frequency emission—is of particular ... -
Tecnologías digitales disruptivas aplicadas a la gestión de la pandemia por COVID-19: un análisis a través de la producción científica
Rodríguez Rodríguez, Ignacio; Rodríguez, José-Víctor (UMA Editorial, 2022)Este libro presenta un estudio acerca de las tecnologías digitales disruptivas (Internet of Things, Machine Learning, Blockchain y otras) que se han aplicado a la gestión de la pandemia ocasionada por la COVID-19. La ... -
Using the Uniform Theory of Diffraction to Analyze Radio Wave Propagation along Urban Street Canyons for Device-to-Device Communication
Brugarolas-Ortiz, Elena; Rodríguez Rodríguez, Ignacio; Rodríguez, José-Víctor; Juan-Llácer, Leandro; Pardo-Quiles, Domingo (IOAP-MDPI, 2023-01-25)This paper examines the propagation of radio waves in so-called urban street canyons through formulations based on Geometrical Optics (GO) and the Uniform Theory of Diffraction (UTD). As this type of environment comprises ... -
UTD-PO Solutions for the Analysis of Multiple Diffraction by Trees and Buildings When Assuming Spherical-Wave Incidence
Rodríguez, José-Víctor; Martínez-Inglés, María-Teresa; Molina Garcia-Pardo, Jose-Maria; Juan-Llácer, Leandro; Rodríguez-Rodríguez, Ignacio (2023-02-10)This paper presents two uniform theories of diffraction–physical optics (UTD-PO) formulations to undertake analysis of radiowave multiple diffraction resulting from the presence of both buildings and trees in vegetated ...