Table of Contents

• A Case Study on Water Demand Forecasting in a Coastal Tourist CityAntoniel Kleber Stefaniak, Pablo Andretta Jaskowiak, Lucas Weihmann. 3-17 [doi]
• A Knowledge Engineering-Based Approach to Detect Gaming the System in Novice ProgrammersHemilis Joyse Barbosa Rocha, Evandro de Barros Costa, Patrícia Cabral de Azevedo Restelli Tedesco. 18-33 [doi]
• Acoustic Features and Autoencoders for Fault Detection in Rotating Machines: A Case StudyLeonardo Afonso Ferreira Bortoni, Pablo Andretta Jaskowiak. 34-49 [doi]
• Affective States in Novice Programmers: Automatically Detecting and Analyzing the Impact on LearningHemilis Joyse Barbosa Rocha, Bruno Almeida Pimentel, Evandro de Barros Costa, Patrícia Cabral de Azevedo Restelli Tedesco. 50-65 [doi]
• An Analysis of Time-Frequency Consistency in Human Activity RecognitionNícolas Hecker, Otávio O. Napoli, Jaime Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin. 66-81 [doi]
• An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity RecognitionGustavo P. C. P. da Luz, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin. 82-94 [doi]
• AnisotropicBreast-ViT: Breast Cancer Classification in Ultrasound Images Using Anisotropic Filtering and Vision TransformerJoão Otávio Bandeira Diniz, Neilson P. Ribeiro, Domingos Alves Dias Júnior, Luana Batista da Cruz, Giovanni L. F. da Silva, Daniel L. Gomes Jr., Anselmo C. de Paiva, Aristófanes C. Silva. 95-109 [doi]
• Anomalies Diagnostic in Endoscopic Images Using Deep Learning Ensemble ModelsPedro da S. Viana, Luana Batista da Cruz, Domingos Alves Dias Júnior, João Otávio Bandeira Diniz. 110-124 [doi]
• Automated Segmentation of Computed Tomography Images for COVID-19 Patient EvaluationJúlio Vitor Monteiro Marques, Clésio de Araújo Gonçalves, Antonio Oseas de Carvalho Filho, Rodrigo de Melo Souza Veras, Romuere Rôdrigues Veloso e Silva. 125-140 [doi]
• Combining Clustering and Genetic Algorithms for Portfolio Optimization: A Case Study with B3 CompaniesEdsson Israel Andonaegui Alonso, Karina Valdivia Delgado, Francisco Carlos B. dos Santos. 141-156 [doi]
• Comparative Analysis of Machine Learning Algorithms for Identifying Genetic Markers Linked to Alzheimer's DiseaseJuliana Alves, Eduardo P. Costa, Alencar Xavier, Luiz Brito, Ricardo Cerri. 157-171 [doi]
• Comparing LIME and SHAP Global Explanations for Human Activity RecognitionPatrick Alves, Jaime Delgado, Luis Gonzalez, Anderson R. Rocha, Levy Boccato, Edson Borin. 172-186 [doi]
• Damage Identification of Wind Turbine BladesAlberto Régio Alves de Oliveira, Cláudio Marques de Sá Medeiros, Geraldo Luis Bezerra Ramalho. 187-200 [doi]
• Emotion Recognition in Instrumental Music Using AICamila Ferreira Alves, Thiago Garcia Mozart, Luis Antonio Brasil Kowada. 201-213 [doi]
• Enhancing Multiobjective Genetic Algorithms for Pharmaceutical Batch Scheduling: A Study on Partitioned Selection with Constraints and Mutation with Greedy Local Search StrategyDebora Toshie Kohara, Gina Maira Barbosa de Oliveira, Luiz G. A. Martins. 214-229 [doi]
• Evaluating Sentiment Quantification Methods in Brazilian Portuguese CorporaLucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli. 230-244 [doi]
• Evaluating Short Text Stream Clustering on Large E-commerce DatasetsCésar Andrade, Rita P. Ribeiro, João Gama 0001. 245-259 [doi]
• Evolutionary Adjustment of a Cellular Automata-Based Model for Wildfire SpreadingLucas V. Murilo, Gina M. B. Oliveira, Luiz G. A. Martins. 260-275 [doi]
• Exploring Score-Based Ranking Fairness in Marketplace Environments Through SimulationLucas C. Silva, Daniel Lucrédio. 276-290 [doi]
• HAVANA: Hybrid Attentional Graph Convolutional Network Semantic Venue Annotation ModelGermano B. dos Santos, Paulo H. C. Silva, Fabrício A. Silva, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz Aylon. 291-305 [doi]
• Impact of Pre-training Datasets on Human Activity Recognition with Contrastive Predictive CodingBetania E. R. da Silva, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin. 306-320 [doi]
• Improving Colorectal Cancer Diagnosis Using MIRNet and InceptionV3 on Histopathological ImagesNeilson P. Ribeiro, Felipe R. S. Teles, João Otávio Bandeira Diniz, Luana Batista da Cruz, Domingos Alves Dias Júnior, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva. 321-334 [doi]
• Integrating Tensor-Based Data Analytics and Adaptive Prediction for Informed Decision-Making SupportBetania S. C. Campello, Leonardo Tomazeli Duarte. 335-345 [doi]
• Investigating Methods to Detect Off-Topic EssaysJoyce M. Silva, Rafael T. Anchiêta, Rogério F. de Sousa, Raimundo S. Moura. 346-357 [doi]
• Machine Learning and Time Series Analysis to Forecast Hotel Room PricesFrancisco B. Oliveira, Moésio W. Silva-Filho, Gabriel A. Barbosa, João Paulo Freitas, Chris Penna, Péricles B. C. Miranda. 358-371 [doi]
• Modeling and Predicting Crimes in the City of São Paulo Using Graph Neural NetworksWaqar Hassan, Marvin Mendes Cabral, Thiago Rodrigo Ramos, Antônio Castelo Filho, Luis Gustavo Nonato. 372-386 [doi]
• Predicting Engagement of Brazilian Politicians on TikTok: A Machine Learning ApproachMaria Santana, José Santana, Pablo Sampaio, Kellyton Brito. 387-401 [doi]
• Preserving Privacy, Enhancing Robustness: Federated Learning for Lung Disease Identification in Chest X-Ray ImagesWeld Lucas Cunha, César Castelo-Fernández, Rafael Simionato, Matheus Soares de Lacerda, Samuel Botter Martins. 402-411 [doi]
• RLPortfolio: Reinforcement Learning for Financial Portfolio OptimizationCaio de Souza Barbosa Costa, Anna Helena Reali Costa. 412-426 [doi]
• Scaling and Adapting Large Language Models for Portuguese Open Information Extraction: A Comparative Study of Fine-Tuning and LoRAAlan Melo, Bruno Cabral 0002, Daniela Barreiro Claro. 427-441 [doi]
• Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power PlantsRonald Albert de Araújo Júnior, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino. 442-456 [doi]
• The Impact of Double Transfer Learning in VGG Architectures for Metastasis Breast Cancer DetectionDanyllo Carlos Silva e Silva, Omar Andrés Carmona Cortes, João Otávio Bandeira Diniz. 457-468 [doi]