Fabian Corrêa Cardoso

According to our database, Fabian Corrêa Cardoso authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs.

Gabriel M. Arantes, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Fabian Corrêa Cardoso, Rafael A. Berri

CoRR, December, 2025

Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements.

Gabriel M. Arantes, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Fabian Corrêa Cardoso, Rafael A. Berri

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

Feature Selection for Stock Market Prediction: A Comparison of Relief and Information Gain Methods.

Humberto O. Bragança, Rafael A. Berri, Bruno Lopes Dalmazo, Eduardo N. Borges, Viviane L. D. de Mattos, Richard F. Pinto, Fabian Corrêa Cardoso, Giancarlo Lucca

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

2024

Echo state network and classical statistical techniques for time series forecasting: A review.

Fabian Corrêa Cardoso, Rafael Alceste Berri, Eduardo Nunes Borges, Bruno Lopes Dalmazo, Giancarlo Lucca, Viviane Leite Dias de Mattos

Knowl. Based Syst., 2024

Comparing MAE and RMSE as Fitness of Genetic Algorithm for Optimizing Echo State Network Hyperparameters with Different Probabilistic Distributions.

Henrique Vaz de Araújo, Fabian Corrêa Cardoso, Viviane Leite Dias de Mattos, Eduardo Nunes Borges, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2022

BovDB: a data set of stock prices of all companies in B3 from 1995 to 2020.

Fabian Corrêa Cardoso, Juan Andrey Valverde Malska, Paulo Junior Ramiro, Giancarlo Lucca, Eduardo Nunes Borges, Viviane Leite Dias de Mattos, Rafael Alceste Berri

J. Inf. Data Manag., 2022