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ORCIDBRACIS 2024 - Part III: Belém do Pará, Brazil
- Aline Paes
, Filipe A. N. Verri:
Intelligent Systems - 34th Brazilian Conference, BRACIS 2024, Belém do Pará, Brazil, November 17-21, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15414, Springer 2025, ISBN 978-3-031-79034-8
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- Antoniel Kleber Stefaniak, Pablo Andretta Jaskowiak, Lucas Weihmann:
A Case Study on Water Demand Forecasting in a Coastal Tourist City. 3-17 - Hemilis Joyse Barbosa Rocha, Evandro de Barros Costa, Patrícia Cabral de Azevedo Restelli Tedesco:
A Knowledge Engineering-Based Approach to Detect Gaming the System in Novice Programmers. 18-33 - Leonardo Afonso Ferreira Bortoni, Pablo Andretta Jaskowiak:
Acoustic Features and Autoencoders for Fault Detection in Rotating Machines: A Case Study. 34-49 - Hemilis Joyse Barbosa Rocha, Bruno Almeida Pimentel, Evandro de Barros Costa, Patrícia Cabral de Azevedo Restelli Tedesco:
Affective States in Novice Programmers: Automatically Detecting and Analyzing the Impact on Learning. 50-65 - Nícolas Hecker, Otávio O. Napoli, Jaime Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin:
An Analysis of Time-Frequency Consistency in Human Activity Recognition. 66-81 - Gustavo P. C. P. da Luz, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin:
An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity Recognition. 82-94 - João Otávio Bandeira Diniz, Neilson P. Ribeiro, Domingos Alves Dias Júnior, Luana Batista da Cruz, Giovanni L. F. da Silva, Daniel L. Gomes Jr., Anselmo Cardoso de Paiva, Aristófanes C. Silva:
AnisotropicBreast-ViT: Breast Cancer Classification in Ultrasound Images Using Anisotropic Filtering and Vision Transformer. 95-109 - Pedro da S. Viana, Luana Batista da Cruz, Domingos Alves Dias Júnior, João Otávio Bandeira Diniz:
Anomalies Diagnostic in Endoscopic Images Using Deep Learning Ensemble Models. 110-124 - Júlio Vitor Monteiro Marques, Clésio de Araújo Gonçalves, Antonio Oseas de Carvalho Filho, Rodrigo de Melo Souza Veras, Romuere Rôdrigues Veloso e Silva:
Automated Segmentation of Computed Tomography Images for COVID-19 Patient Evaluation. 125-140 - Edsson Israel Andonaegui Alonso, Karina Valdivia Delgado, Francisco Carlos B. dos Santos:
Combining Clustering and Genetic Algorithms for Portfolio Optimization: A Case Study with B3 Companies. 141-156 - Juliana Alves, Eduardo Costa, Alencar Xavier, Luiz Brito, Ricardo Cerri:
Comparative Analysis of Machine Learning Algorithms for Identifying Genetic Markers Linked to Alzheimer's Disease. 157-171 - Patrick Alves, Jaime Delgado, Luis Gonzalez, Anderson R. Rocha, Levy Boccato, Edson Borin:
Comparing LIME and SHAP Global Explanations for Human Activity Recognition. 172-186 - Alberto Régio Alves de Oliveira, Cláudio Marques de Sá Medeiros, Geraldo Luis Bezerra Ramalho:
Damage Identification of Wind Turbine Blades. 187-200 - Camila Ferreira Alves, Thiago Garcia Mozart, Luis Antonio Brasil Kowada:
Emotion Recognition in Instrumental Music Using AI. 201-213 - Debora Toshie Kohara, Gina Maira Barbosa de Oliveira, Luiz G. A. Martins:
Enhancing Multiobjective Genetic Algorithms for Pharmaceutical Batch Scheduling: A Study on Partitioned Selection with Constraints and Mutation with Greedy Local Search Strategy. 214-229 - Lucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli:
Evaluating Sentiment Quantification Methods in Brazilian Portuguese Corpora. 230-244 - César Andrade, Rita P. Ribeiro, João Gama:
Evaluating Short Text Stream Clustering on Large E-commerce Datasets. 245-259 - Lucas V. Murilo, Gina M. B. Oliveira, Luiz G. A. Martins:
Evolutionary Adjustment of a Cellular Automata-Based Model for Wildfire Spreading. 260-275 - Lucas C. Silva, Daniel Lucrédio:
Exploring Score-Based Ranking Fairness in Marketplace Environments Through Simulation. 276-290 - Germano B. dos Santos, Paulo H. C. Silva, Fabrício A. Silva, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz Aylon:
HAVANA: Hybrid Attentional Graph Convolutional Network Semantic Venue Annotation Model. 291-305 - Betania E. R. da Silva, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin:
Impact of Pre-training Datasets on Human Activity Recognition with Contrastive Predictive Coding. 306-320 - Neilson P. Ribeiro, Felipe R. S. Teles, João Otávio Bandeira Diniz, Luana Batista da Cruz, Domingos Alves Dias Júnior, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva:
Improving Colorectal Cancer Diagnosis Using MIRNet and InceptionV3 on Histopathological Images. 321-334 - Betania S. C. Campello, Leonardo Tomazeli Duarte:
Integrating Tensor-Based Data Analytics and Adaptive Prediction for Informed Decision-Making Support. 335-345 - Joyce M. Silva, Rafael T. Anchiêta, Rogério F. de Sousa, Raimundo S. Moura:
Investigating Methods to Detect Off-Topic Essays. 346-357 - Francisco B. Oliveira, Moésio W. Silva-Filho, Gabriel A. Barbosa, João Paulo Freitas, Chris Penna, Péricles B. C. Miranda:
Machine Learning and Time Series Analysis to Forecast Hotel Room Prices. 358-371 - Waqar Hassan, Marvin Mendes Cabral, Thiago Rodrigo Ramos, Antônio Castelo Filho, Luis Gustavo Nonato:
Modeling and Predicting Crimes in the City of São Paulo Using Graph Neural Networks. 372-386 - Maria Santana, José Santana, Pablo Sampaio, Kellyton Brito:
Predicting Engagement of Brazilian Politicians on TikTok: A Machine Learning Approach. 387-401 - Weld Lucas Cunha, César Castelo-Fernández, Rafael Simionato, Matheus Soares de Lacerda, Samuel Botter Martins:
Preserving Privacy, Enhancing Robustness: Federated Learning for Lung Disease Identification in Chest X-Ray Images. 402-411 - Caio de Souza Barbosa Costa, Anna Helena Reali Costa:
RLPortfolio: Reinforcement Learning for Financial Portfolio Optimization. 412-426 - Alan Melo, Bruno Cabral, Daniela Barreiro Claro:
Scaling and Adapting Large Language Models for Portuguese Open Information Extraction: A Comparative Study of Fine-Tuning and LoRA. 427-441 - Ronald Albert de Araújo Júnior, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino:
Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power Plants. 442-456 - Danyllo Carlos Silva e Silva, Omar Andrés Carmona Cortes, João Otávio Bandeira Diniz:
The Impact of Double Transfer Learning in VGG Architectures for Metastasis Breast Cancer Detection. 457-468
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