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Predictive Modeling Essays

Investigating Advanced Analytics and Predictive Modeling in Procurement Decision-Making

Introduction The term “advanced analytics” is a specialized way of describing the use of highly sophisticated techniques and tools in analyzing large and complex datasets to reveal hidden patterns. It goes beyond the traditional analytics methods, as Kaisler et al. (2014) argue. It covers a broad area of competencies, such as machine learning, data mining, ... Read More
Pages: 23       Words: 6158

Predicting Health Insurance Charges Through Data-Driven Models for Premium Pricing

Introduction The rising costs of medical care create a challenge for the health insurance industry to maintain an affordable premium amount (Wang et al., 2019). Traditionally, companies build general premiums by not considering the specific needs concerning the health condition of the individual. This can result in the following year’s premiums that do not accurately ... Read More
Pages: 7       Words: 1783
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Project Selection: DMHA

Introduction DMHA is the first responder to address critical mental health problems in our society (Noguire-Leite et al., 2023). This work concerns DMHA’s vital project to enhance mental healthcare services. It is a special program on modern data tracking systems. The system aims to augment and supervise the overall unit of mental health care service ... Read More
Pages: 6       Words: 1468

The Integration of Artificial Intelligence in Mental Health

A vital but vulnerable part of our lives is one that is concerned with mental health. Over time, improvements in counseling, psychotherapy, and pharmacological treatment have greatly improved mental health services. Recently, artificial intelligence (AI), a computer program that can learn and adapt over time, has come into the limelight in the mental health sector. ... Read More
Pages: 5       Words: 1274
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