Rafael A. Berri

23 papers B 2C 2Journal 6Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Unveiling Stock Market Trends by Deep Learning Insights With Correction Factor and Recurrent Neural Networks.
Expert Syst. J. Knowl. Eng.
Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges
2025 — conf
Analysis of Bitcoin Trends Through the Integration of On-Chain Financial Indicators and Machine Learning.
ICCSA (2)
Arthur G. Bubolz, Giancarlo Lucca, Lizandro de Souza Oliveira, Thiago Teixeira, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo
2025 — conf
Enhancing Stock Market Predictions: The Role of Feature Selection Techniques in Financial Modeling.
ICCSA (2)
Humberto O. Bragança, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri
2025 — conf
Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule-Based Classification Systems.
BRACIS (1)
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
2025 — conf
Feature Selection for Stock Market Prediction: A Comparison of Relief and Information Gain Methods.
ICEIS (1)
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
2025 J jnl
Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs.
CoRR
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
2025 — conf
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements.
IDEAL (1)
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
2025 J jnl
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements.
CoRR
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
2025 — conf
Predictive Analysis with Technical Indicators and Features Selection for Futures Contracts Trading.
ICCSA (2)
Andrey V. S. Souza, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri
2025 — conf
Towards Bitcoin Trend Prediction: A Machine Learning Approach Using Blockchain-Derived Data.
IDEAL (2)
Arthur G. Bubolz, Marcos C. Freitas, Giancarlo Lucca, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo
2024 J jnl
Comparative Study of Predictive Models Based on Moving Averages Applied in Binary Options in the Financial Market.
RITA
Luccas R. Hoff, Rafael A. Berri, Eduardo N. Borges, André Riker, Bruno Lopes Dalmazo
2023 — conf
A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables.
ICEIS (1)
Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira
2023 C conf
Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks.
IDEAL
Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges
2023 J jnl
CARINA Project: Visual Perception Systems Applied for Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS).
IEEE Access
Diego Renan Bruno, Rafael A. Berri, Felipe Manfio Barbosa, Fernando Santos Osório
2023 C conf
Comparing Ranking Learning Algorithms for Information Retrieval Systems.
IDEAL
Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro
2022 — conf
ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data.
VISIGRAPP (4: VISAPP)
Rafael A. Berri, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fernando Santos Osório
2022 — conf
Analyzing the Determinant Characteristics for a Good Performance at ENADE Brazilian Exam Stratified by Teaching Modality: Face-to-face versus Online.
ICEIS (1)
Eric Gondran, Giancarlo Lucca, Rafael A. Berri, Hélida S. Santos, Eduardo N. Borges
2021 — conf
On the Generalizations of the Choquet Integral for Application in FRBCs.
BRACIS (1)
Giancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus
2018 B conf
A 3D vision system for detecting use of mobile phones while driving.
IJCNN
Rafael A. Berri, Fernando Santos Osório
2018 — conf
A Nonintrusive System for Detecting Drunk Drivers in Modern Vehicles.
BRACIS
Rafael A. Berri, Fernando Santos Osório
2016 B conf
A hybrid vision system for detecting use of mobile phones while driving.
IJCNN
Rafael A. Berri, Fernando Santos Osório, Rafael S. Parpinelli, Alexandre Gonçalves Silva
2014 — conf
A Pattern Recognition System for Detecting Use of Mobile Phones While Driving.
VISAPP (2)
Rafael A. Berri, Alexandre Gonçalves Silva, Rafael S. Parpinelli, Elaine Girardi, Rangel Arthur
2014 J jnl
A Pattern Recognition System for Detecting Use of Mobile Phones While Driving.
CoRR
Rafael A. Berri, Alexandre Gonçalves Silva, Rafael S. Parpinelli, Elaine Girardi, Rangel Arthur