Showing 901 - 920 results of 24,297 for search 'Modeling decision', query time: 0.20s Refine Results
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    A method for predicting postpartum depression via an ensemble neural network model by Yangyang Lin, Dongqin Zhou

    Published 2025-04-01
    “…Compared with 10 classic machine learning classifiers, under different dataset split ratios, the proposed model outperforms in terms of indicators such as accuracy, precision, recall, and F1-score, and also has high stability.DiscussionThe research results show that the proposed model effectively improves the prediction performance of PPD, which can provide guiding suggestions for relevant medical staff and postpartum women in clinical decision-making. …”
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    Proposal for an analytical model of materiality in the Global Reporting Initiative Standards reports by Igor Laguna Vieira, Elmo Rodrigues da Silva, Luiz Carlos de Martini Junior, Luis Alberto Duncan Rangel

    Published 2021-06-01
    “…Their decisions were collected through a questionnaire and the responses were included in the model using the individual aggregation of priorities method applied to the AHP. …”
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    Two-stage multi-attribute reviewer-paper matching decision-making in a Fermatean fuzzy environment by Qi Yue, Kaile Zhai, Bin Hu, Yuan Tao

    Published 2025-05-01
    “…Furthermore, a one-to-two matching model between papers and reviewers is established, and the optimal matching scheme is acquired by solving the model. …”
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    Neural Network-Based Predictive Control of COVID-19 Transmission Dynamics to Support Institutional Decision-Making by Cristina-Maria Stăncioi, Iulia Adina Ștefan, Violeta Briciu, Vlad Mureșan, Iulia Clitan, Mihail Abrudean, Mihaela-Ligia Ungureșan, Radu Miron, Ecaterina Stativă, Michaela Nanu, Adriana Topan, Ioana Nanu

    Published 2025-08-01
    “…The abundance of data has been essential in creating models to simulate and forecast the dissemination of infectious illnesses, aiding governments and health organizations in making educated decisions. …”
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    Use of stepwise m5 model tree to forecast the P24max based on teleconnection indices by Golnar Ghanbarzadeh, Khalil Ghorbani, Meysam Salarijazi, Chooghi Bairam Komaki, Laleh Rezaei Ghaleh

    Published 2025-01-01
    “…Abstract In this study, the linear and non‐linear multivariate relationships between 25 teleconnection indices (tele‐indices) as independent variables and annual P24max as the dependent variable were analyzed using multivariate linear regression (MLR) and decision tree regression models (M5), in selected synoptic weather stations of Iran over a statistical period of 30 years (1992–2021). …”
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    A decision rule for identifying patients at high risk for impaired lung diffusion capacity after COVID-19 by O. I. Savushkina, E. S. Muraveva, I. V. Zhitareva, D. V. Davydov, E. V. Kryukov

    Published 2024-10-01
    “…Aim. To elaborate a decision rule for identifying the main predictors of impaired lung diffusion capacity after COVID-19. …”
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    Use of multi-criteria decision analysis (MCDA) to support decision-making during health emergencies: a scoping review by Stanislav Gaievskyi, Stanislav Gaievskyi, Nicholas Delfrate, Luca Ragazzoni, Luca Ragazzoni, Awsan Bahattab, Awsan Bahattab

    Published 2025-05-01
    “…The review also found a lack of standardized methodology for identifying alternatives and criteria, weighting, computation of model output, methods of dealing with uncertainty, and stakeholder engagement.ConclusionThe review provides an overview of the current use of the MCDA approach to support decision-making in health emergency management and informs areas of future development. …”
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