Search Results - "predictive modelling techniques"

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    Hybrid modelling using decision tree and ordered regression: an application to health sciences research by Shahzad, Hazik

    Published 2024
    “…With the increasing complexity of healthcare data, there is a need for more advanced and integrative predictive modelling techniques. This thesis presents a novel hybrid methodology integrating Decision Trees and Ordinal Regression using the R-syntax. …”
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    Thesis
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    Feature selection algorithms for Malaysian dengue outbreak detection model by Husam I.S. Abuhamad, Azuraliza Abu Bakar, Suhaila Zainudin, Mazura Sahani, Zainudin Mohd Ali

    Published 2017
    “…Based on the selected features, three predictive modeling techniques (J48, DTNB and Naive Bayes) were applied for dengue outbreak detection. …”
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    Article
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    The performance of Taguchi�s T-method with binary bat algorithm based on great value priority binarization for prediction by Marlan Z.M., Ramlie F., Jamaludin K.R., Harudin N.

    Published 2023
    “…Taguchi�s T-method is a predictive modeling technique under the Mahalanobis-Taguchi system that is based on the regression principle and robust quality engineering elements to predict future state or unknown outcomes. …”
    Article
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    Opposition-Based Learning Binary Bat Algorithm as Feature Selection Approach in Taguchi's T-Method by Marlan Z.M., Jamaludin K.R., Harudin N.

    Published 2024
    “…One of the prediction modelling techniques available is known as Taguchi's T-method introduced by Dr. …”
    Conference Paper
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    Finite element analysis of mechanical properties for 2D woven kenaf composite by Rejab, Muhammad Nazri

    Published 2013
    “…Woven composite based on natural fiber increasingly used for many applications in industries because of their advantages such as low cost, low weight, less damage to processing equipment, improved surface finish, good relative mechanical properties and renewable resources, but there are some problems as cost and protracted development period to perform reliability evaluation by experimental with real scale. Predictive modeling technique is used to minimize the need for physical testing, shorten design timescales and provide optimized designs. …”
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    Thesis
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    Taguchi?s T-method with Normalization-Based Binary Bat Algorithm by Marlan Z.M., Jamaludin K.R., Harudin N.

    Published 2025
    “…s T-method (T-method) is a predictive modeling technique developed by Dr. Genichi Taguchi under the Mahalanobis-Taguchi system to predict unknown output or future state based on multivariable input variables. …”
    Conference paper
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    The prognostic and predictive modelling of mortality among acute stroke patients in peninsular Malaysia by Nawi, Che Muhammad Nur Hidayat Che

    Published 2024
    “…We utilized survival analyses and an array of predictive modelling techniques, including Cox regression, Support Vector Machine (SVM), and Random Survival Forest (RSF). …”
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    Thesis