Marcos Roberto Machado

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Portfolio Management

Machine Learning Algorithms

Literature Review

Top Venues

Expert Syst. Appl.

Int. J. Inf. Manag. Data Insights

Electron. Commer. Res. Appl.

Publications

Elias P. Medeiros, Marcos Roberto Machado, Emannuel Diego G. de Freitas, Daniel Santos da Silva, Renato William R. de Souza
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information. Expert Syst. Appl. 238 (Part B) (2024)
Alessandra Amato, Jörg Osterrieder, Marcos Roberto Machado
How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Marcos Roberto Machado, Salma Karray
Assessing credit risk of commercial customers using hybrid machine learning algorithms. Expert Syst. Appl. 200 (2022)
Marcos Roberto Machado, Salma Karray
Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry. Electron. Commer. Res. Appl. 56 (2022)
Marcos Roberto Machado, Salma Karray, Ivaldo Tributino de Sousa
LightGBM: an Effective Decision Tree Gradient Boosting Method to Predict Customer Loyalty in the Finance Industry. ICCSE (2019)