Showing 1 - 12 results of 12 for search '"prescriptive analytics"', query time: 0.06s Refine Results
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    Requirements Template for Analytics Projects by Aritha Kumarasinghe, Marite Kirikova

    Published 2024-07-01
    “…The template is derived from analyzing 16 data analytics project reports for descriptive, diagnostic, predictive, and prescriptive analytics tasks. The template is then validated by analyzing its compliance with 20 analytics projects within the real estate domain using the corresponding research articles.…”
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    Article
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    Optimising Data Analytics to Enhance Postgraduate Student Academic Achievement: A Systematic Review by Mthokozisi Masumbika Ncube, Patrick Ngulube

    Published 2024-11-01
    “…The review identified various data analytics approaches including descriptive, predictive, and prescriptive analytics, among others. These approaches can improve foundational skills, create supportive learning environments, and optimise teaching strategies. …”
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    Article
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    How Can Business Analytics Enhance Decision-Making in Oil and Gas Surface Facilities? by Agung Prasetya, Meditya Wasesa, Yos Sunitiyoso

    Published 2025-01-01
    “…Predictive analytics enables proactive maintenance through machine learning, while prescriptive analytics optimizes operations using simulations and multi-objective decision models. …”
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    Article
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    A Retrieval-Augmented Generation Approach for Data-Driven Energy Infrastructure Digital Twins by Saverio Ieva, Davide Loconte, Giuseppe Loseto, Michele Ruta, Floriano Scioscia, Davide Marche, Marianna Notarnicola

    Published 2024-10-01
    “…Novel opportunities arise from emerging artificial intelligence technologies to increase user trust by enhancing predictive and prescriptive analytics capabilities and by improving user interaction paradigms. …”
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    Article
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    A Prescriptive Approach Based on Fuzzy Cognitive Maps and Genetic Algorithms for Disease Management in Beef Production by Rodrigo Garcia, Jose Aguilar, Angel Pinto, William Hoyos

    Published 2025-01-01
    “…This paper proposes a novel prescriptive analytics approach based on Fuzzy Cognitive Maps (FCMs) integrated with Genetic Algorithms (GAs) to support decision-making in the treatment of common cattle diseases. …”
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    Article
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    Supply Chain Management: A Structured Narrative Review of Current Challenges and Recommendations for Action by Herbert Jodlbauer, Manuel Brunner, Nadine Bachmann, Shailesh Tripathi, Matthias Thürer

    Published 2023-10-01
    “…<i>Conclusions:</i> Considering these changes, our study recommends exploiting uncertainty, adopting demand-driven systems, offering on-demand customized services and products, utilizing prescriptive analytics, prioritizing information flows and services, and embracing open systems with high interoperability. …”
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    Do indigenous people get left behind? An innovative methodology for measuring the unmeasurable economic conditions and poverty from the poorest region of Luzon, Philippines by Emmanuel A. Onsay, Jomar F. Rabajante

    Published 2025-02-01
    “…This work puts forth fresh approaches to quantify the incalculable multifaceted poverty and socioeconomic conditions: (i) a thorough statistical analysis using diagnostic and descriptive analytics to examine socioeconomic situations; (ii) combining sophisticated econometrics and predictive analytics to measure multidimensional poverty; and (iii) integrating machine learning to model socioeconomic situations and prescriptive analytics to develop policy. Analysis reveals that poverty among tribes is closely tied to income, livelihood, and education, impacting various aspects of daily life, including housing, water, sanitation, health, and nutrition. …”
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    A Review of the Use of Data Analytics to Address Preeclampsia in Ecuador Between 2020 and 2024 by Franklin Parrales-Bravo, Lorenzo Cevallos-Torres, Leonel Vasquez-Cevallos, Rosangela Caicedo-Quiroz, Roberto Tolozano-Benites, Víctor Gómez-Rodríguez

    Published 2025-04-01
    “…This work review examines peer-reviewed studies published during the last decade that employed descriptive, diagnostic, predictive, and prescriptive analytics to evaluate preeclampsia in Ecuador. …”
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    Article
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    The effectiveness, equity and explainability of health service resource allocation—with applications in kidney transplantation & family planning by Joris van de Klundert, Harwin de Vries, Francisco Pérez-Galarce, Nieves Valdes, Felipe Simon

    Published 2025-05-01
    “…Future research on explainability, also in relation to equity and fairness of allocation policies, can help deliver on the promise of advanced predictive and prescriptive analytics.…”
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    Article