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    Machine learning based risk analysis and predictive modeling of structure fire related casualties by Andres Schmidt, Eric Gemmil, Russ Hoskins

    Published 2025-06-01
    “…The network model achieves a prediction accuracy of 92.5 % for the classification of structural fire-related casualty severities. …”
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    Article
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    New Results on Robust Model Predictive Control for Time-Delay Systems with Input Constraints by Qing Lu, Yiyong Sun, Qi Zhou, Zhiguang Feng

    Published 2014-01-01
    “…This paper investigates the problem of model predictive control for a class of nonlinear systems subject to state delays and input constraints. …”
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    Article
  6. 1246

    Assessing the multi-scale predictive ability of ecosystem functional attributes for species distribution modelling. by Salvador Arenas-Castro, João Gonçalves, Paulo Alves, Domingo Alcaraz-Segura, João P Honrado

    Published 2018-01-01
    “…Here we describe a modelling framework to assess the predictive ability of EFAs as Essential Biodiversity Variables (EBVs) against traditional datasets (climate, land-cover) at several scales. …”
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    Article
  7. 1247

    Construction and Validation of Predictive Model to Identify Critical Genes Associated with Advanced Kidney Disease by Guangda Xin, Guangyu Zhou, Wenlong Zhang, Xiaofei Zhang

    Published 2020-01-01
    “…The study is aimed at identifying crucial genes related to CKD progressive and constructing a disease prediction model to investigate risk factors. Methods. …”
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    Article
  8. 1248
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    Predictive Modeling of Textile Heat Sinks for Enhanced Thermal Management in Space and Military Applications by Michal Frydrysiak, Piotr Kosobudzki

    Published 2025-03-01
    “…The aim of this research is to create a numerical model of a THS that not only simulates the thermal behavior of knitted fabrics, which are used to construct a THS, but also serves as a predictive tool for the heat flow coming from different devices, thus increasing thermal management safety. …”
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    Article
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    Analysis of Risk Factors and the Establishment of a Predictive Model for Thrombosis in Patients with Immune Thrombocytopenia by Hui Liang MD, Lingxue Duan BSc, Manyu Long BSc, Songyuan Tie BSc, Changyan Sun BSc, Sha Ma PhD, Jing Wang PhD, Shuya Wang BSc

    Published 2025-01-01
    “…Objectives To explore the risk factors for thrombi occurring in patients with immune thrombocytopenia (ITP) and establish a risk prediction model to better predict the risk of thrombosis in patients with ITP. …”
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    Article
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    Construction and validation of a predictive model for suicidal ideation in non-psychiatric elderly inpatients by Shuyun Xiong, Dongxu Si, Meizhu Ding, Cuiying Tang, Jinling Zhu, Danni Li, Ying Lei, Lexian Huang, Xiaohua Chen, Jicai Chen

    Published 2025-05-01
    “…Data were processed utilizing machine learning algorithms, and predictive models were developed using multiple logistic regression, Nomogram, and Random Forest models. …”
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    Article
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    Type 2 Diabetes in Taiwan: Unmasking Influential Factors Through Advanced Predictive Modeling by Shih-Tsung Chang, Ying-Hsiang Chou, Oswald Ndi Nfor, Ji-Han Zhong, Chien-Ning Huang, Yung-Po Liaw

    Published 2025-01-01
    “…Overall, the random forest and ensemble classifiers emerge as the most effective models, especially in mixed and female categories, highlighting their robustness in predictive performance.…”
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    Article
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    Cancer predictive model derived from bioimpedance measurements using machine learning methods by José Luis García Bello, Taira Batista Luna, Agustín Garzón Carbonell, Ana de la Caridad Román Montoya, Alcibíades Lara Lafargue, Héctor Manuel Camué Ciria, Yohandys A. Zulueta

    Published 2024-12-01
    “…The cubic support vector machine model shows great accuracy predicting the nutritional status based on body mass index of both healthy and cancer patients. …”
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    Article
  20. 1260