Rafael A. Berri

According to our database, Rafael A. Berri authored at least 31 papers between 2014 and 2026.

Collaborative distances:

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

2026

Unveiling Stock Market Trends by Deep Learning Insights With Correction Factor and Recurrent Neural Networks.

Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges

Expert Syst. J. Knowl. Eng., 2026

Impact of Feature Selection and Genetic Algorithms on Machine Learning Performance for Intraday Financial Trend Prediction.

Andrey V. S. Souza, Bruno Lopes Dalmazo, Giancarlo Lucca, Eduardo N. Borges, Richard F. Pinto, Fabian Corrêa Cardoso, Viviane L. D. de Mattos, Rafael A. Berri

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Impact and Applications of Aggregation Methods in Fuzzy Rule-Based Classification Systems: A Systematic Review.

João Pedro Stone Moreira, Giancarlo Lucca, Lizandro de Souza Oliveira, Diego Duarte Bottero, Rafael A. Berri, Bruno Lopes Dalmazo

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

An Incremental E-Commerce Review Dataset for Sentiment Analysis in Portuguese Language.

Diego Duarte Bottero, Joelson Sartori Junior, João P. S. Moreira, Lizandro de Souza Oliveira, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael A. Berri, Eduardo N. Borges

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Transformer Attention Modifications and Pre-Aggregation Functions: A Systematic Review.

Diego Duarte Bottero, Joelson Sartori Junior, João Pedro Stone Moreira, Lizandro de Souza Oliveira, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

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

Robotic Visual Attention Architecture for ADAS in Critical Embedded Systems for Smart Vehicles.

Diego Renan Bruno, William D'Abruzzo Martins, Rafael Alceste Berri, Fernando Santos Osório

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Towards Bitcoin Trend Prediction: A Machine Learning Approach Using Blockchain-Derived Data.

Arthur G. Bubolz, Marcos C. Freitas, Giancarlo Lucca, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo

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

Predictive Analysis with Technical Indicators and Features Selection for Futures Contracts Trading.

Andrey V. S. Souza, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

A Review on Computer Vision-Based Object and Safe Navigation Zone Identification for Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS).

Vitor Augusto da Rosa Pereira, Rafael Alceste Berri, Fernando Santos Osório

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Analysis of Bitcoin Trends Through the Integration of On-Chain Financial Indicators and Machine Learning.

Arthur G. Bubolz, Giancarlo Lucca, Lizandro de Souza Oliveira, Thiago Teixeira, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Enhancing Stock Market Predictions: The Role of Feature Selection Techniques in Financial Modeling.

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

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule-Based Classification Systems.

Giancarlo Lucca, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Bruno Lopes Dalmazo, Rafael A. Berri, Renata H. S. Reiser, Adenauer C. Yamin, Cédric Marco-Detchart, Humberto Bustince

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Comparative Study of Predictive Models Based on Moving Averages Applied in Binary Options in the Financial Market.

Luccas R. Hoff, Rafael A. Berri, Eduardo N. Borges, André Riker, Bruno Lopes Dalmazo

RITA, 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

Drowsiness Detection Using Vital Sign Sensors and Deep Learning on Smartwatches.

Vitor Augusto da Rosa Pereira, Rafael Alceste Berri, Fernando Santos Osório

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

2023

CARINA Project: Visual Perception Systems Applied for Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS).

Diego Renan Bruno, Rafael A. Berri, Felipe Manfio Barbosa, Fernando Santos Osório

IEEE Access, 2023

Comparing Ranking Learning Algorithms for Information Retrieval Systems.

Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks.

Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables.

Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

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

ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data.

Rafael A. Berri, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fernando Santos Osório

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Analyzing the Determinant Characteristics for a Good Performance at ENADE Brazilian Exam Stratified by Teaching Modality: Face-to-face versus Online.

Eric Gondran, Giancarlo Lucca, Rafael A. Berri, Hélida S. Santos, Eduardo N. Borges

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

2021

On the Generalizations of the Choquet Integral for Application in FRBCs.

Giancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2018

A 3D vision system for detecting use of mobile phones while driving.

Rafael A. Berri, Fernando Santos Osório

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Nonintrusive System for Detecting Drunk Drivers in Modern Vehicles.

Rafael A. Berri, Fernando Santos Osório

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2016

A hybrid vision system for detecting use of mobile phones while driving.

Rafael A. Berri, Fernando Santos Osório, Rafael S. Parpinelli, Alexandre Gonçalves Silva

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2014

A Pattern Recognition System for Detecting Use of Mobile Phones While Driving.

Rafael A. Berri, Alexandre Gonçalves Silva, Rafael S. Parpinelli, Elaine Girardi, Rangel Arthur

Proceedings of the VISAPP 2014, 2014