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GENERAL QUALITY RESEARCH
The Hemoglobin Prediction Modeling Based on the National Health Data
Purpose: Leveraging on the contemporary machine learning algorithms, we would like to improve the prediction performance of the existing MLR(Multiple Linear Regression) model to predict the blood hemoglobin levels. Methods: The GBDT (Gradient Boosting Decision Trees) such as th...
GENERAL QUALITY RESEARCH
Development of Stepwise Forecasting Experimental Design Methods Based on AI Technologies
Purpose: The objective of this paper is to develop forecasting experiment procedures increasing the efficiency and effectiveness of experiments by combining DoE (Design of Experiments) and AI (Artificial Intelligence) algorithms to reduce unnecessary cost and period in phase of ...
GENERAL QUALITY RESEARCH
A Systematic Literature Analysis of Innovation Initiatives from an ISO 56000 Perspective: Focusing on Topic Modelling(LDA) and Generative AI-based Interpretation
Purpose: This study examines the utilization of 'innovation initiatives' in management and business literature, aiming to systematically classify its various types. Methods: : Employing the Latent Dirichlet Allocation (LDA) topic modeling technique, we analyzed 690 SSCI-listed ...
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52(4); November 31, 2024
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