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Adruce Bin Khairudin on Muck Rack

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Articles

Looking into Raw Material Costs Through Machine Learning to Improve Efficiency

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By Adruce Bin Khairudin, Wadthanak Khongsuwan, Lee Jia Fong, Teh Yu Xiang
| preprints.org
Submitted: 24 February 2025 You are already at the latest version This document is meant to show how machine learning can analyze the raw material costs that are affecting the business operations of small-to-medium enterprises. Currently, SMEs face the challenge of rising raw material costs, cost inefficiencies and lack of predictive insights into cost management, which create problems for trying to operate a small business smoothly in Malaysia.
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Predictive Modelling of Healthcare Insurance Costs Using Machine Learning

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By Lu Shan, Noor Ul Amin, Adruce Bin Khairudin, Ng Ting Xi
| preprints.org
Submitted: 24 February 2025 You are already at the latest version With more healthcare spending comes the added demand for predictive models, which would deliver forecasts of medical insurance spending as well as propose significant determining factors. Machine learning is used here to analyze the bills in healthcare insurance based on demographic and lifestyle factors such as age, BMI, smoking status, and geography.
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