BRACIS (2)

Keyphrases

Publications

2023

Aline Marques Del Valle, Rafael Gomes Mantovani, Ricardo Cerri
AutoMMLC: An Automated and Multi-objective Method for Multi-label Classification. BRACIS (2) (2023)
Victor Ivamoto, Rodolfo Simões, Bruno Kemmer, Clodoaldo Ap. M. Lima
Occluded Face In-painting Using Generative Adversarial Networks - A Review. BRACIS (2) (2023)
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral, Karla Figueiredo
A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification. BRACIS (2) (2023)
Ricardo J. Pfitscher, Gabriel B. Rodenbusch, Anderson Dias, Paulo Vieira, Nuno M. M. D. Fouto
Estimating Code Running Time Complexity with Machine Learning. BRACIS (2) (2023)
Alison Corrêa Mendes, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva
Multi-label Classification of Pathologies in Chest Radiograph Images Using DenseNet. BRACIS (2) (2023)
Diego Pinheiro da Silva, William da Rosa Fröhlich, Marco Antônio Schwertner, Sandro José Rigo
Clinical Oncology Textual Notes Analysis Using Machine Learning and Deep Learning. BRACIS (2) (2023)
Anisio P. Santos, Anage C. Mundim Filho, Robinson Sabino-Silva, Murillo G. Carneiro
Convolutional Neural Networks for the Molecular Detection of COVID-19. BRACIS (2) (2023)
Lauro Moraes, Eduardo José da S. Luz, Gladston Moreira
Physicochemical Properties for Promoter Classification. BRACIS (2) (2023)
Marcel Chacon Gonçalves, Rodrigo C. P. Silva
The Effect of Statistical Hypothesis Testing on Machine Learning Model Selection. BRACIS (2) (2023)
Alexandre Gomes de Lima, José G. Moreno, Taoufiq Dkaki, Eduardo Henrique da S. Aranha, Mohand Boughanem
Evaluating Recent Legal Rhetorical Role Labeling Approaches Supported by Transformer Encoders. BRACIS (2) (2023)
Gabriel C. Michelassi, Henrique S. Bortoletti, Tuany D. Pinheiro, Thiago Nobayashi, Fabio R. D. de Barros, Rafael Luiz Testa, Andréia F. Silva, Mirian C. Revers, Joana Portolese, Hélio Pedrini, Helena Paula Brentani, Fátima L. S. Nunes, Ariane Machado-Lima
Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms. BRACIS (2) (2023)
Bruno Kemmer, Rodolfo Simões, Victor Ivamoto, Clodoaldo Ap. M. Lima
Performance Analysis of Generative Adversarial Networks and Diffusion Models for Face Aging. BRACIS (2) (2023)
Victor Hugo Braguim Canto, João Renato Ribeiro Manesco, Gustavo Botelho de Souza, Aparecido Nilceu Marana
Dog Face Recognition Using Vision Transformer. BRACIS (2) (2023)
Mauricio W. Barg, Barbara S. Rodrigues, Gabriela Teixeira Justino, Kleyton Pontes Cotta, Hugo R. V. Portuita, Flávio L. Loução Jr., Iran Pereira Abreu, Antonio C. P. Brasil Jr.
Deep Reinforcement Learning for Voltage Control in Power Systems. BRACIS (2) (2023)
Dieine Estela Bernieri Schiavon, Carla Diniz Lopes Becker, Viviane Rodrigues Botelho, Thatiane Alves Pianoski
Interpreting Convolutional Neural Networks for Brain Tumor Classification: An Explainable Artificial Intelligence Approach. BRACIS (2) (2023)
André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence. BRACIS (2) (2023)
João Pedro Oliveira Batisteli, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.
Hierarchical Graph Convolutional Networks for Image Classification. BRACIS (2) (2023)
Renata Pelissari, Betania Silva Carneiro Campello, Guilherme Dean Pelegrina, Ricardo Suyama, Leonardo Tomazeli Duarte
Critical Analysis of AI Indicators in Terms of Weighting and Aggregation Approaches. BRACIS (2) (2023)
Arthur Guilherme Santos Fernandes, Geraldo Braz Junior, João Otávio Bandeira Diniz, Aristófanes Corrêa Silva, Caio Eduardo Falcõa Matos
EfficientDeepLab for Automated Trachea Segmentation on Medical Images. BRACIS (2) (2023)
Filipe Ramos, Guilherme Silva, Eduardo Luz, Pedro Silva
Enhancing Stock Market Predictions Through the Integration of Convolutional and Recursive LSTM Blocks: A Cross-market Analysis. BRACIS (2) (2023)
Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva
Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers? BRACIS (2) (2023)
João P. B. Andrade, Leonardo Ferreira da Costa, Lucas S. Fernandes, Paulo A. L. Rego, José G. R. Maia
Dog Face Recognition Using Deep Features Embeddings. BRACIS (2) (2023)
Rodney Renato de Souza Silva, Ricardo Cerri
Constructive Machine Learning and Hierarchical Multi-label Classification for Molecules Design. BRACIS (2) (2023)
Pedro Henrique Nascimento Castro, Gabriel Cássia Fortuna, Pedro Silva, Andrea G. C. Bianchi, Gladston Moreira, Eduardo José da S. Luz
Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset. BRACIS (2) (2023)
Mateus Roder, Leandro Aparecido Passos, João Paulo Papa, André Luis Debiaso Rossi
Feature Selection and Hyperparameter Fine-Tuning in Artificial Neural Networks for Wood Quality Classification. BRACIS (2) (2023)
Maria Gabriela Valeriano, Pedro Yuri Arbs Paiva, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena
A Framework for Characterizing What Makes an Instance Hard to Classify. BRACIS (2) (2023)
Cicero L. Costa, Danielli A. Lima, Célia A. Zorzo Barcelos, Bruno A. N. Travençolo
Ensemble Architectures and Efficient Fusion Techniques for Convolutional Neural Networks: An Analysis on Resource Optimization Strategies. BRACIS (2) (2023)
Leticia da Silva Bomfim, Oton Cunha, Michelle Kuroda, Alexandre Campane Vidal, Hélio Pedrini
Transformer Model for Fault Detection from Brazilian Pre-salt Seismic Data. BRACIS (2) (2023)

volume 14196, 2023

Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part II BRACIS (2) 14196 (2023)

2022

volume 13654, 2022

Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II BRACIS (2) 13654 (2022)