Marcos Machado

LightGBM: an Effective Decision Tree Gradient Boosting Method to Predict Customer Loyalty in the Finance Industry

Marcos Machado, Salma Karray, Ivaldo Tributino de Sousa · 2019 · 182 citations

Marketing Analytics, Customer Satisfaction, Engineering +22

Assessing credit risk of commercial customers using hybrid machine learning algorithms

Marcos Machado, Salma Karray · Expert Systems with Applications · 2022 · 115 citations

Data Classification, Engineering, Machine Learning +14

Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry

Marcos Machado, Salma Karray · Electronic Commerce Research and Applications · 2022 · 27 citations · Full text

Customer Risk-adjusted Revenue, Hybrid Machine, Intelligent Forecasting +13

Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information

Elias P. Medeiros, Marcos Machado, Emannuel Diego G. de Freitas et al. · Expert Systems with Applications · 2023 · 26 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +29

How can Artificial Intelligence (AI) be used to manage Customer Lifetime Value (CLV)—A systematic literature review

Edo Belva Firmansyah, Marcos Machado, João Moreira · International Journal of Information Management Data Insights · 2024 · 14 citations · Full text

Artificial Intelligence, Customer Satisfaction, Business Intelligence +9