Tuning structural parameters of neural networks using genetic algorithm: A credit scoring application

HR Kazemi, K Khalili‐Damghani… - Expert …, 2021 - Wiley Online Library
Neural networks (NNs) have successfully been applied to classification problems including
credit scoring. The tuning of the structural parameters of the NNs has a direct impact on their …

[PDF][PDF] A new multi-stage feature selection and classification approach: Bank customer credit risk scoring

F Abdi - Journal of Industrial Engineering International, 2021 - journals.iau.ir
Lots of customers information regularly are stored in the databases of banks. These
databases can be used to assess the credit risk. Feature selection is a well-known concept …

[PDF][PDF] Fraud Detection in Customers' Electricity Consumption in Nigeria Using Support Vector Machine and C4. 5 Decision Tree Algorithms

JA Sarumi, LN Ikorodu - academia.edu
Over the years, Electricity theft has been estimated to cost billions of Naira per year in
Nigeria. To reduce electricity theft, electric utilities are leveraging data collected by using …