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  • Efficient data dimensionality reduction method for improving road crack classification algorithms 

    Rodríguez Lozano, Francisco J.; Gámez Granados, Juan Carlos; Palomares Muñoz, José Manuel; Olivares Bueno, Joaquín (Wiley, 2023)
    Automatic crack classification plays an essential role in road maintenance. Using many features for the classification is inefficient for implementing embedded systems with low computational resources makes it difficult. ...
  • A Cyber–Physical System Based on Digital Twin and 3D SCADA for Real-Time Monitoring of Olive Oil Mills 

    Martínez‐Ruedas, Cristina; Flores Arias, José María; Moreno-García, Isabel; Liñán, Matías; Bellido Outeiriño, Francisco José (MDPI, 2024)
    Cyber–physical systems involve the creation, continuous updating, and monitoring of virtual replicas that closely mirror their physical counterparts. These virtual representations are fed by real-time data from sensors, ...
  • Changes in Splicing Machinery Components Influence, Precede, and Early Predict the Development of Type 2 Diabetes: From the CORDIOPREV Study 

    Gahete Ortiz, Manuel D.; Río Moreno, Mercedes del; Carpio Camargo, Antonio José; Alcalá Díaz, Juan Francisco; Alors-Pérez, Emilia; Delgado-Lista, Javier; Reyes Pupo, Oscar Gabriel; Ventura, Sebastián; Pérez Martínez, Pablo; Castaño, Justo P.; López Miranda, José; Luque, Raúl M. (Elsevier, 2018)
    Background: Type-2 diabetes mellitus (T2DM) is a major health problem with increasing incidence, which severely impacts cardiovascular disease. Because T2DM is associated with altered gene expression and aberrant splicing, ...
  • Data mining in predictive maintenance systems: A taxonomy and systematic review 

    Esteban, Aurora; Zafra, Amelia; Ventura, Sebastián (Wiley, 2022)
    Predictive maintenance is a field of study whose main objective is to optimize the timing and type of maintenance to perform on various industrial systems. This aim involves maximizing the availability time of the monitored ...
  • Fast FPGA prototyping to explore and compare new SPWM strategies 

    Geninatti, Sergio R.; Ortiz-López, Manuel; Quiles-Latorre, Francisco Javier; Morales-Leal, Tomás; Gersnoviez, Andrés; Moreno-Muñoz, A. (Elsevier, 2024)
    This study presents a Flexible Test Bench (FTB) implemented with FPGA that synthesises of a large number of strategies that apply “Spread Spectrum” to reduce the energy of the fundamental harmonics present in a conventional ...

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