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INTELLIGENT SYSTEMS, BRACIS 2025, PT I

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Papers41
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Journal Papers 41
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Evaluation of Explainable Artificial Intelligence Methods for Deep Time Series Classification of Biosignals
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deletede Sa, Diego R.; Mattos, Cesar Lincoln C.; Magalhaes, Regis P.
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Deep Learning for Helicobacter Pylori Classification: A Comparative Approach Using Transfer Learning and Data Augmentation
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deleteBarbosa, Francois F. R.; Borges, Rodrigo N.; Santos, Patrick Ryan S.; Filho, Antonio Oseas C.; Silva, Ivan S.; Veras, Rodrigo M. S.
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Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule -Based Classification Systems
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deleteLucca, Giancarlo; Asmus, Tiago; Dimuro, Gracaliz P.; Dalmazo, Bruno L.; Berri, Rafael A.; Reiser, Renata S. H.; Yamin, Adenauer C.; Marco-Detchard, Cedric; Bustince, Humberto
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Deep Neural Networks Techniques with Ensemble-Based Methods Applied to Data-Driven Proxy Reservoir Simulator
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deleteAlmeida, Diogo M.; Tueros, Juan A. R.; Horowitz, Bernardo
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Clustering Explainability: A Systematic Literature Review
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deleteOliveira, Guilherme S.; Silva, Fabricio A.
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A Multidimensional Analysis of Swarm Dynamics in a Reinforcement Learning-Based Metaheuristic
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deleteLira, Rodrigo Cesar; Macedo, Mariana; Siqueira, Hugo Valadares; Bastos-Filho, Carmelo
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Agentic AI Meets Fundamentalist Financial Analysis: Limits and Possibilities
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deleteNepomuceno, Joao; Rottschaefer, Eduardo; Assis, Gabriel; Ferreira, Thiago Castro; Paes, Aline
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Data Stream Mining to Predict Recommended Actions for Firewall Network Traffic
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deleteDias, Herbert Goncalves; Giarini, Wagner Rafael; Cerri, Ricardo
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A Generative Domain Adaptation Scheme for Swift Deployment of Parking Monitoring Systems
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deleteFerreira dos Santos, Antonio Michel; Lisboa de Almeida, Paulo Ricardo; Barddal, Jean Paul; Hochuli, Andre Gustavo
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Genetic Algorithm for Interpretability in Vision Language Models
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deleteBarreto, Marcelo H. L.; Oliveira, Cristiano L.; Santos, Flavio A. O.; Novais, Paulo; Matos, Leonardo N.; Britto, Andre
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A NAS-Optimized Deep Learning Model for Customer Churn Prediction in Financial Services
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deleteAlmeida, Marcus; Silva, Ivair; Freitas, Vander; Luz, Eduardo; Moreira, Gladston
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Data Complexity and Instance Hardness Measures in Transferability Evaluation
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deleteRangel, Derick W. B.; Exposito De Queiroz, Alfredo A. A.; Lorena, Ana C.
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A Note on Learning Algorithms as Approximations of Solomonoff Induction
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deleteSlaviero, Cleyton; Haeusler, Edward Hermann
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Adversarial Attack on Large Language Models for the Portuguese Language
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deleteFigueiredo, Allan Chamon; de Souza Moura, Pedro Nuno; Alvim, Adriana C. F.
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Boosting OOD Detection in Biomedical Data with Siamese Neural Networks
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deleteHonorato, Eduardo Sperle; Pelisser Dalalana, Gabriel Jose
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Cost-Efficient Visual Perception for Autonomous Vehicles: Leveraging Attention-Based Sensor Fusion to Maintain Performance
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deleteHonorato, Eduardo Sperle; Bonato, Vanderlei; Wolf, Denis Fernando
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Estimating Variable Importance and Interaction in Machine Learning via Genetic Algorithms
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deleteGuimaraes, David Gabriel; Carvalho, Sabrina Sousa; do Nascimento, Renato Higor; Tinos, Renato
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DiagHW: A Compact LLM for Hardware Failure Diagnosis via a Novel Knowledge Distillation Pipeline
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deleteCaminha, Carlos; Silva, Maria de Lourdes M.; Chaves, Iago C.; Brito, Felipe T.; Farias, Victor A. E.; Machado, Javam C.
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CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT Variants
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deleteScardin Perin, Eliton Luiz; de Souza, Mariana Caravanti; Costa, Anderson Bessa; Matsubara, Edson Takashi
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Extending the Minimal Learning Machine for Classification and Regression on Interval-Valued Data
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deleteOliveira, Diego F.; Mattos, Cesar L. C.; Gomes, Joao P. P.
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