Search Results - "Romero‐Béjar, José L."

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    Impact of Regressand Stratification in Dataset Shift Caused by Cross-Validation by Sáez, José A., Romero-Béjar, José L.

    Published in Mathematics (Basel) (01-07-2022)
    “…Data that have not been modeled cannot be correctly predicted. Under this assumption, this research studies how k-fold cross-validation can introduce dataset…”
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    Journal Article
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    Differentiating Pressure Ulcer Risk Levels through Interpretable Classification Models Based on Readily Measurable Indicators by Vera-Salmerón, Eugenio, Domínguez-Nogueira, Carmen, Sáez, José A, Romero-Béjar, José L, Mota-Romero, Emilio

    Published in Healthcare (Basel) (01-05-2024)
    “…Pressure ulcers carry a significant risk in clinical practice. This paper proposes a practical and interpretable approach to estimate the risk levels of…”
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    Preprocessing of Spectroscopic Data Using Affine Transformations to Improve Pattern-Recognition Analysis: An Application to Prehistoric Lithic Tools by Esquivel, Francisco Javier, Esquivel, José Antonio, Morgado, Antonio, Romero-Béjar, José L., Moral, Luis F. García del

    Published in Mathematics (Basel) (01-11-2022)
    “…The analysis of spectral reflectance data is an important tool for obtaining relevant information about the mineral composition of objects and has been used…”
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    Personality Factors as Predictors in Burnout Level Changes for Surgical Area Nurses by Velando-Soriano, Almudena, Cañadas, Gustavo R, Monsalve-Reyes, Carolina S, Romero-Béjar, José L, Esquivel, Francisco Javier, De la Fuente-Solana, Emilia I, Cañadas-De la Fuente, Guillermo Arturo

    Published in Brain sciences (01-11-2022)
    “…Surgical area nurses provide comprehensive care to patients throughout the surgical process. Increases in life expectancy lead to the appearance and…”
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    Decision-Tree-Based Approach for Pressure Ulcer Risk Assessment in Immobilized Patients by Vera-Salmerón, Eugenio, Domínguez-Nogueira, Carmen, Romero-Béjar, José L, Sáez, José A, Mota-Romero, Emilio

    “…Applications where data mining tools are used in the fields of medicine and nursing are becoming more and more frequent. Among them, decision trees have been…”
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    On the Suitability of Bagging-Based Ensembles with Borderline Label Noise by Sáez, José A., Romero-Béjar, José L.

    Published in Mathematics (Basel) (01-06-2022)
    “…Real-world classification data usually contain noise, which can affect the accuracy of the models and their complexity. In this context, an interesting…”
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    Diagnóstico de factores de riesgo del rechazo social a inmigrantes en un municipio del Poniente Almeriense según un modelo Logit by Moldes Anaya, Sergio, Romero Béjar, José L, Jiménez Bautista, Francisco

    Published in Revista de paz y conflictos (2017)
    “…The Almeria municipality of El Ejido in the western part of Almeria faces an unprecedented migratory reality as in the whole of Spain. For this study, we…”
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    Journal Article