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Listar Ingeniería de Comunicaciones - (IC) por autor "Rodríguez, José-Víctor"
Mostrando ítems 1-6 de 6
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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 ... -
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 ... -
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 ...