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ORCIDBRACIS 2025: Fortaleza, Brazil - Part IV
- Rosiane de Freitas
, Diego Furtado Silva:
Intelligent Systems - 35th Brazilian Conference, BRACIS 2025, Fortaleza-CE, Brazil, September 29 - October 2, 2025, Proceedings, Part IV. Lecture Notes in Computer Science 16182, Springer 2026, ISBN 978-3-032-15992-2
Main Track
- Leticia Torres Pereira, Daniel Santos da Silva, Saulo Oliveira, Renato William R. de Souza, Wellington Franco, José Maria da Silva Monteiro Filho:
A Comparative Study of Machine Learning Models for Bee Flora Classification: Integrating Feature Extractors with Classifiers. 3-17 - Vinicius Barbosa da Silva, Omar Andrés Carmona Cortes, João Otávio Bandeira Diniz:
A Double Transfer Learning Approach for Improving Canine Breast Cancer Detection Using VGG-16 on Histopathological Images. 18-31 - Luiz Ricardo da Silveira, João Roberto Bertini Junior:
A Livestock Monitoring System and Machine Learning Sequence Classification Comparison for Behavior Classification. 32-46 - Emilly Cristine Zoldan dos Santos, Filipe Santana da Silva:
A Semantic Representation for the MIMIC-IV Database. 47-59 - Antônio Pedro Vieira Lima, Italo Francyles Santos da Silva, Alan de Carvalho Araújo, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl:
A Stacked Deep Learning-Based Method for Multiclass Classification of Sandstones in Microtomographic Images. 60-73 - Fernando J. V. Santos, Geraldo A. Sarmento Neto, Thiago Allisson Silva, Pedro F. F. Abreu, Luis H. de O. Mendes, Jose V. dos R. Junior:
ADR Based on Fuzzy Logic with Dynamic Number of Uplink Transmissions Adjustment for LoRaWAN Networks in Mobility Scenarios. 74-88 - Thálita Guimarães Freire, Renato Tinós, Ariadne A. Costa:
Explainable Artificial Intelligence for Behavioral Simulation: SHAP-Based Analysis of Decision-Making in Virtual Rats. 89-103 - Jorge Batista, Tatiane Rios, Cássio V. S. Prazeres, Rubisley Lemes, Maycon Peixoto, Gustavo B. Figueiredo, Frederico Araújo Durão, Eduardo Santana de Almeida, Ivan do Carmo Machado, Hérsio Massanori Iwamoto, Ricardo Araújo Rios:
Are Current Computer Vision Models for Handgun Detection Ready to Be Deployed in Camera Surveillance Systems? 104-119 - Claudio Lucio do Val Lopes, Lucca Machado:
Assessing an Evolutionary Search Engine for Small Language Models, Prompts, and Evaluation Metrics. 120-134 - Lucas A. R. Carvalho, Laiza P. Lima, Guilherme Rinaldo, Cinthya O. Silva, Victor C. Beraldo:
ASV-CM Score Fusion for Robust Speaker Verification in Spoofed Scenarios. 135-150 - Filipe Coelho de Lima Duarte, Ruam E. R. C. Pastor, Luís G. B. Amaral, Paulo S. G. de Mattos Neto, Jair Paulino de Sales:
AutoFAR: An Intelligent Hybrid System for Boosting Autoformer Forecasts. 151-166 - José J. R. Cordeiro, Arlino H. M. de Araújo, Guilherme A. Avelino:
Beyond Profit: An Analysis of Risk and Return Metrics in Automated Trading Systems. 167-183 - João L. M. Barbosa, Murillo Guimarães Carneiro, Sérgio Baldo Júnior, Renato Tinós, Liang Zhao, João-Batista Destro-Filho:
Coma Etiology Prediction Using a CNN-LSTM Model Guided by EEG Brain Regions. 184-198 - Adriano Velasque Werhli, Patrícia Padula Lopes, Oscar Emilio Arrúa Arce, Andrej Aderhold, Karina dos Santos Machado:
CRRF-Score - Cumulative Ranking Random Forest Scoring Function for Free Energy of Binding Prediction in Protein-Ligand Docking. 199-213 - Juan Alberto Rojas Tueros, Johnattan D. F. Viana, Victor B. Silva, Aluízio F. R. Araújo:
Data-Driven Proxy Models Based on Recurrent Neural Network for Reservoir Simulators. 214-228 - Pedro Rafael X. do Carmo, Igor de Moura, Assis T. de Oliveira Filho, Djamel Sadok, Cleber Zanchettin:
Deep Learning-Based Intrusion Detection for Automotive Ethernet: Evaluating and Optimizing Fast Inference Techniques for Deployment on Low-Cost Platform. 229-244 - Pedro Lira, Karine Costa, Stefano Loss, Leonardo Lima, Daniel Araújo, Eduardo Nogueira, Aluizio Rocha Neto, Thaís Vasconcelos Batista, Nélio Cacho, Everton Cavalcante, Frederico Lopes:
Enhancing Situational Awareness in Public Safety with Frame-Accumulated Face Recognition and Distance-Based Evaluation. 245-259 - Lucas de Moura Carvalho, Cleiton Moreira de Carvalho Junior, Nabor C. Mendonça:
Evaluating the Accuracy and Stability of Frontier LLMs on ENADE Computer Science Questions. 260-274 - Karoline de M. Farias, Victor Emmanuel Vieira Soares, Pedro de Alcântara dos Santos Neto, Anselmo Cardoso de Paiva, Paloma Stephania Guilhermina Prado de Sá, Paula Chaves Lira Cavalcante Marinho, Matheus Barreto Cardoso, Lia de Castro Alencar Feijó, Roberto Edilson Meireles Passos Neto:
Fraud Detection in Dental Auditing: A Methodology Based on Similar Image Analysis. 275-290 - Gabriel Vitorino de Andrade, Saulo Roberto dos Santos, Itallo Patrick Castro Alves da Silva, Emanuel Adler Medeiros Pereira, Erick de Andrade Barboza:
From Code to Field: Evaluating the Robustness of Convolutional Neural Networks for Disease Diagnosis in Mango Leaves. 291-305 - René Vieira Santin, Diego Minatel, Nícolas Roque dos Santos, Solange Oliveira Rezende:
Graph Condensation for Text Classification. 306-320 - Felipe Gomes Paradas, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino:
Hierarchical Modeling of Municipal Contextual Influences on Brazilian National High School Exam (ENEM) Performance: An AI Approach for Educational Policies. 321-335 - Erik J. F. Nascimento, Jessyca Almeida Bessa, Maryane C. Lima, Igor R. S. Valente, Saulo M. Maia, Maria L. R. Correa:
Language Model Architectures for Behavioral Assessment: A Case Study on MAPER. 336-348 - Alisson da Silva Vieira, Diego Bertolini, Luiz S. Oliveira, André Luís Schwerz:
Improving Automated Species Identification in Herbaria Using Contrastive Learning. 349-363 - João Lucas Luz Lima Sarcinelli, Marina Lages Gonçalves Teixeira, Jade Bortot de Paiva, Diego Furtado Silva:
MariNER: A Dataset for Historical Brazilian Portuguese Named Entity Recognition. 364-378 - Arnaldo M. P. Junior, Kleyton Pontes Cotta, Leonardo T. Vianna, Tassiana N. Benamor, Bruno J. M. Medeiros, Maria E. L. Luz, Matheus F. S. Pinheiro, Maurício S. Magalhães, Hugo R. V. Portuita, Tassio Simioni, Márcio L. Perin, Paulo R. S. Munari, Beatriz S. Pires:
Metaheuristic-Based Optimization for Cascaded Hydropower Systems. 379-394 - Priscila Sant'Anna Motta, Diogo Slovinski Boff, Sandro José Rigo, Rodrigo Marques de Figueiredo:
Modeling and Analysis of Fragility in Primary Electrical Distribution Networks. 395-409 - Gustavo J. N. Silva, João G. L. S. G. Silva, Islame F. C. Fernandes:
On the Use of Pareto-Based Features in Meta-learning for Multi-objective Offshore Wind Farm Layout Optimization. 410-424 - Bruno da Costa Porfírio, João Paulo Souza Medeiros, Luiz Paulo de Assis Barbosa, João Batista Borges Neto:
Optimal Water Distribution Networks Monitoring Using Observability Theory and State Estimation. 425-440 - Saulo Andrade Almeida, Silvana Rossetto, Carolina Gil Marcelino:
Parallelization Strategies for the Feature Space Partition Algorithm Applied to Fault Detection and Stability Analysis in Smart Grids. 441-455 - Maxwell Pires Silva, Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl:
Segmentation of Microtomography Images of Carbonate Rocks: A Comparison Between Ordinary Kriging and Universal Kriging. 456-469 - Arthur Rocha, João Perino, Vinícius João de Barros Vanzin, Pedro Teodoro, Saulo N. Matos, Dilvan A. Moreira, Caetano Mazzoni Ranieri, Jó Ueyama:
Segmentation-Augmented Flood Risk Classification for Nighttime River Monitoring. 470-484 - Luan Sousa Cordeiro, Saulo A. F. Oliveira, Francisco Nivando Bezerra:
Self-Supervised Few-Shot Pill Image Recognition. 485-499 - Igor Martinelli, Moacir A. Ponti:
Towards Secure Retrieval-Augmented Generation: Preventing LLM Data Leaks with RBAC. 500-515 - Paulo H. C. Silva, Letícia O. Silva, Fabrício A. Silva:
Towards Small Language Models for Text-to-SQL. 516-531 - Larissa Roque Carvalho, Luis Cuevas Rodriguez:
Use of Neural Networks in Dynamic Difficulty Adjustment (DDA) in a Roguelike Game. 532-543 - Gabriel de Jesus Santos Costa, Luis Fernando Marin Sepulveda, Alan de Carvalho Araújo, Victor Rogério Sousa Ferreira, Mauricio Morais Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Marcelo Gattass, Carlos Rodriquez Suarez:
Using a Visual-LSTM Enhanced U-Net for Natural Gas Segmentation in Clustered Seismic Data. 544-558 - Yuri do Amaral Nobre Maia, Robson de Oliveira Albuquerque, Demétrio Antônio Da Silva Filho:
YACSDB-NER: Yet Another Cybersecurity Database for Named Entity Recognition Task. 559-574
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