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ORCIDBRACIS 2025: Fortaleza, Brazil - Part III
- Rosiane de Freitas
, Diego Furtado Silva:
Intelligent Systems - 35th Brazilian Conference, BRACIS 2025, Fortaleza-CE, Brazil, September 29 - October 2, 2025, Proceedings, Part III. Lecture Notes in Computer Science 16181, Springer 2026, ISBN 978-3-032-15989-2
Main Track
- Matheus A. dos Santos, Iágson Carlos Lima Silva, Lucas de O. Santos, Elizângela de S. Rebouças, Pedro Pedrosa Rebouças Filho, Houbing Herbert Song:
A Fully Automatic Approach for COVID-19 Diagnosis in CT Imaging: Integrating Lung Segmentation, Fine-Tuning and Grad-CAM Visualization. 3-18 - Oluwatoyin Joy Omole, Celso França, Samuel N. Alves, Regina Bernal, Deborah Malta, Marcos André Gonçalves, Jussara M. Almeida:
A Multi-Dimensional Comparative Study of Generative Adversarial Networks, Diffusion Models, and Statistical Methods for Synthetic Health Data Generation. 19-34 - Leandro M. de Lima, Matheus Becali Rocha, Renato A. Krohling:
A Novel Interpretable Approach to Deep Multimodal Data Fusion Applied to Cancer Diagnosis. 35-49 - Gabriel César Silveira, Ricardo José Pfitscher, Benjamin Grando Moreira, Diogo Nardelli Siebert:
Anomaly Detection in Spatiotemporal Patterns: A Case Study of Brazilian Traffic Accidents During the COVID-19 Lockdown. 50-64 - Alexandre Thurow Bender, Gabriel Almeida Gomes, Ulisses Brisolara Corrêa, Ricardo Matsumura de Araújo:
Assessing DeepSeek-R1's Performance on Brazil's Defining National Education Benchmark. 65-77 - Darian Rabbani, Italo Antonio Duarte de Oliveira, Miguel D. de S. Wanderley, Cinthya O. Silva, Renato Almeida, João R. Alvim, Katia Poloni, Gustavo Bicalho, Lucas F. A. O. Pellicer:
Assessing Demographic Bias and Fairness in Facial Recognition Systems: A Framework. 78-93 - Luan Matheus Trindade Dalmazo, Luize Duarte, Vitor Last Pintarelli, Eduardo Todt:
Better Call Lucas: A Conversational Assistant for Older Adult Support. 94-108 - Eduardo Macedo Felix Tavares, Roney Nogueira de Sousa, Carlos H. L. Cavalcante:
Comparative Analysis of Deep Convolutional Models for the Classification of Canine Dermatological Conditions. 109-123 - Heuryk Wylk Éboli, João Freire Abramowicz, Maíra Araújo de Santana, Wellington Pinheiro dos Santos:
DWNNet-Therm: A Deep Wavelet Neural Network Architecture Dedicated to Multiclass Classification in Breast Thermography. 124-138 - Marcelo Colares da Silva, Caio Marques Silva, Suane Pires P. da Silva, Róger M. Sarmento, Houbing Herbert Song, Pedro Pedrosa Rebouças Filho:
DR-AIVis: A Hybrid Approach for Diabetic Retinopathy Detection Using U-Net Segmentation and CNN Classification with Grad-CAM Explainability. 139-154 - Elioenai Alves, Jorge Araujo, Elizabeth Sucupira Furtado, Rafael Bonfim, Vasco Furtado:
Emotionally and Cognitively Aware Proactive Conversational LLM-Assistants for Healthcare. 155-169 - Barbara C. Gama, Robinson Sabino-Silva, Douglas Carvalho Caixeta, Thulio Marquez Cunha, Murillo Guimarães Carneiro:
Evaluating Graph-Based Representations of ATR-FTIR Data Using Complex Networks. 170-185 - Christian Mattjie de Oliveira, Rafaela Cappelari Ravazio, Eleanor Mitchell, Jonathan Bestwick, Lucas Silveira Kupssinskü, Alastair Noyce, Artur Schuh, Rodrigo C. Barros:
Evaluating Odor Selectivity in α-Synucleinopathy: ML-Based Odor Profiling. 186-198 - Vítor N. Lourenço, Aline Paes, Tillman Weyde:
Exploring Content and Social Connections of Fake News with Explainable Text and Graph Learning. 199-214 - Rafael Florencio da Costa Silva, Adilson Medronha, Diego Furtado Silva:
Exploring Data-Oriented Strategies for Training ECG Self-supervised Models. 215-229 - Arthur M. P. Gabardo, Guilherme A. A. Schünemann, Pablo A. Jaskowiak, Benjamin Grando Moreira, Ricardo J. Pfitscher:
Highway to... Determining Fatal Outcomes in Traffic Accidents Based on Police Reports. 230-244 - Saint-Clair da Cunha Lima, Daniel Araújo:
Improving Legislative Accessibility with Retrieval-Augmented Generation. 245-259 - Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa:
Integrating Explainable AI with Species Distribution Models to Assess Anthropogenic Impacts on Amazonian Birds. 260-274 - Marcelo Mussi Delucis, Otávio Parraga, Rodrigo C. Barros, Lucas S. Kupssinskü:
Isolated Sign Language Recognition in LIBRAS. 275-290 - Luiziane Paulino dos Santos, Raul Benites Paradeda:
Mapping the Landscape of Robotics for Autism Spectrum Disorder: A Scoping Review of Technologies, Applications, and Future Directions. 291-305 - Viviane Galvão, Heder Bernardino:
Optimizing Model Merging Configurations for Brazilian Portuguese Sentiment and Hate Speech Classification with TIES-Merging and SaDE. 306-320 - Leonardo da Conceição Estevam, Vitor Hugo Barbosa Melo, João Carvalho, Barbara Chagas Da Silva, Walter Dos Santos Oliveira Júnior, Marcelle Mota, Diego Lisboa Cardoso, Marcos C. R. Seruffo:
Perception of Guardians on the Use of Artificial Intelligence in Educational Geometry Games for Children. 321-334 - Vanderleicio Carvalho Leite Junior, Matheus Giovanni Pires, Fabiana Cristina Bertoni:
Predicting and Interpreting Clinical Deterioration in the Intensive Care Unit Using Machine Learning and Explainable AI. 335-347 - Lucas José Lemos Braz, Lucas S. Fonseca, C. Alexandre R. Fernandes:
Predicting College Student Mental Health Levels: A Machine Learning Approach Using Sociodemographic and Quality of Life Data. 348-362 - Lucas Freitas, Thaís Rodrigues, Guilherme Rodrigues, Pamella Edokawa, Ariane Farias:
Pseudo-labeling for Multi-label Legal Text Classification. 363-377 - Celso Luiz Silva Soares Filho, Anselmo Cardoso de Paiva, Darlan Bruno Pontes Quintanilha, Ramsey D. Badawi, Vivek Swarnakar, Cláudio de Souza Baptista, Mateus Queiroz Cunha:
Swin Transformer for Classification of Whole-Body PET Cancer Images. 378-392 - Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes, Paulo Mann:
Synthetic Data for Mental Health: A Comparative Analysis of LLMs, BERT, and Copy-Based Augmentation. 393-408
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