Maulana Muhamad Arifin
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View article: Improving multilayer perceptron on rainfall data using modified genetics algorithm
Improving multilayer perceptron on rainfall data using modified genetics algorithm Open
Rainfall prediction is essential for managing water resources, agriculture, and disaster response, particularly in regions affected by climate variability. This study introduces a modified genetic algorithm (MGA) to optimize hyperpar…
View article: Classification of Insurance Claim Risk Using the Multilayer Perceptron Method
Classification of Insurance Claim Risk Using the Multilayer Perceptron Method Open
Policyholders purchase insurance policies to protect themselves or their assets from potential financial risks in the future. Insurance guarantees that if an event covered by the policy occurs, the insurance company will provide compensati…
View article: Comparison of Multi-layer Perceptron and Support Vector Machine Methods on Rainfall Data with Optimal Parameter Tuning
Comparison of Multi-layer Perceptron and Support Vector Machine Methods on Rainfall Data with Optimal Parameter Tuning Open
This study describes the search for optimal hyperparameter values in rainfall data in 49 cities in Australia, consisting of 145,460 records with 22 features. The process eliminates missed values and selects 16 numeric type features as inpu…
View article: Actuarial Modeling of COVID-19 Insurance
Actuarial Modeling of COVID-19 Insurance Open
In this article, we provide an actuarial model expected to be able to help financial arrangements to cover losses due to the outbreak of coronavirus disease (COVID-19). We construct the dynamical models of premium and benefit based on gene…