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ORCID12th BRACIS 2023: Belo Horizonte, Brazil - Part III
- Murilo Coelho Naldi
, Reinaldo A. C. Bianchi:
Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part III. Lecture Notes in Computer Science 14197, Springer 2023, ISBN 978-3-031-45391-5
Evolutionary Algorithms
- Maísa de Carvalho Silva, Paulo Guilherme Pinheiro Pereira, Lariza Laura de Oliveira, Renato Tinós:
Multiobjective Evolutionary Algorithms Applied to the Optimization of Expanded Genetic Codes. 3-16 - Pablo Luiz Braga Soares, Carlos Victor Dantas Araújo:
Genetic Algorithms with Optimality Cuts to the Max-Cut Problem. 17-32 - Mateus Clemente de Sousa, Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães:
Assessment of Robust Multi-objective Evolutionary Algorithms on Robust and Noisy Environments. 33-48
Optimization Strategies
- Luiz Fernando Merli de Oliveira Sementille, Douglas Rodrigues, André Nunes de Souuza, João Paulo Papa:
Binary Flying Squirrel Optimizer for Feature Selection. 51-64 - Matheus Cândido Teixeira, Gisele Lobo Pappa:
Fitness Landscape Analysis of TPOT Using Local Optima Network. 65-79 - Monique Monteiro, Cleber Zanchettin:
Optimization Strategies for BERT-Based Named Entity Recognition. 80-94 - Arthur Medeiros, Arthur C. Gorgônio, Karliane M. Ovidio Vale, Flavius L. Gorgônio, Anne Magály de Paula Canuto:
FlexCon-CE: A Semi-supervised Method with an Ensemble-Based Adaptive Confidence. 95-109
Computer Vision
- George Corrêa de Araújo, Artur Jordão, Hélio Pedrini:
Single Image Super-Resolution Based on Capsule Neural Networks. 113-128 - Ramon Mayor Martins, Bruno Manarin Espíndola, Pedro Philippi Araujo, Christiane Gresse von Wangenheim, Carlos José de Carvalho Pinto, Gisele Caminha:
Development of a Deep Learning Model for the Classification of Mosquito Larvae Images. 129-145 - Karla Gabriele Florentino da Silva, Jonas Magalhães Moreira, Gabriel Barreto Calixto, Luiz Maurílio da Silva Maciel, Márcio Assis Miranda, Leandro Elias Morais:
A Simple and Low-Cost Method for Leaf Surface Dimension Estimation Based on Digital Images. 146-161 - Igor Ferreira da Costa, Wouter Caarls:
Crop Row Line Detection with Auxiliary Segmentation Task. 162-175 - Rodolfo Rocha Vieira Leocádio, Alan Kardek Rêgo Segundo, Gustavo Pessin:
Multiple Object Tracking in Native Bee Hives: A Case Study with Jataí in the Field. 176-191 - Marc G. Capdevila, Karine Aparecida P. Rodrigues, Camila F. Jardim, Renato Moraes Silva:
An Open Source Eye Gaze Tracker System to Perform Remote User Testing Evaluations. 192-207
Language and Models
- Hugo Neri, Fábio G. Cozman:
Who Killed the Winograd Schema Challenge? 211-225 - Ramon Pires, Hugo Queiroz Abonizio, Thales Sales Almeida, Rodrigo Nogueira:
🐦 Sabiá: Portuguese Large Language Models. 226-240 - Lucelene Lopes, Paulo Fernandes, Marcio Lima Inácio, Magali Sanches Duran, Thiago A. S. Pardo:
Disambiguation of Universal Dependencies Part-of-Speech Tags of Closed Class Words in Portuguese. 241-255 - Lucas Pavanelli, Yohan Bonescki Gumiel, Thiago Castro Ferreira, Adriana S. Pagano, Eduardo Sany Laber:
Bete: A Brazilian Portuguese Dataset for Named Entity Recognition and Relation Extraction in the Diabetes Healthcare Domain. 256-267 - Raquel Silveira, Caio Ponte, Vitor Almeida, Vládia Pinheiro, Vasco Furtado:
LegalBert-pt: A Pretrained Language Model for the Brazilian Portuguese Legal Domain. 268-282 - Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Bruno Magalhães Nogueira, Edson Takashi Matsubara, Roseli A. F. Romero:
A Framework for Controversial Political Topics Identification Using Twitter Data. 283-298 - Fernando de Almeida Freitas, Sarajane Marques Peres, Otávio de Paula Albuquerque, Marcelo Fantinato:
Leveraging Sign Language Processing with Formal SignWriting and Deep Learning Architectures. 299-314 - Roberto Douglas Guimarães de Aquino, Vitor Venceslau Curtis, Filipe Alves Neto Verri:
A Clustering Validation Index Based on Semantic Description. 315-328
Graph Neural Networks
- Rodrigo Gonçalves Haddad, Daniel Ratton Figueiredo:
Detecting Multiple Epidemic Sources in Network Epidemics Using Graph Neural Networks. 331-345 - Emanoel Aurelio Vianna Fabiano, Mariana Recamonde Mendoza:
Prediction of Cancer-Related miRNA Targets Using an Integrative Heterogeneous Graph Neural Network-Based Method. 346-360 - Fernando Henrique Oliveira Duarte, Gladston J. P. Moreira, Eduardo José da S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas:
Time Series Forecasting of COVID-19 Cases in Brazil with GNN and Mobility Networks. 361-375
Pattern Recognition
- Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. Miranda, André Câmara, Amerson Riley Cabral Chagas, Ana Paula C. Furtado:
Federated Learning and Mel-Spectrograms for Physical Violence Detection in Audio. 379-393 - José Alan Firmiano Araújo, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Vinicius Monteiro de Lira:
Police Report Similarity Search: A Case Study. 394-409 - Henrique R. Hott, Mariana O. Silva, Gabriel P. Oliveira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa:
Evaluating Contextualized Embeddings for Topic Modeling in Public Bidding Domain. 410-426
AI Applications
- Eric Kenzo Taniguchi Onuki, Andreia Malucelli, Jean Paul Barddal:
A Tool for Measuring Energy Consumption in Data Stream Mining. 429-440 - Raimunda Branco, Filipe Saraiva:
Improved Fuzzy Decision System for Energy Bill Reduction in the Context of the Brazilian White Tariff Scenario. 441-454 - Gabriel C. Fernandes, Fabio Lavinsky, Sandro José Rigo, Henrique C. Bohn:
Exploring Artificial Intelligence Methods for the Automatic Measurement of a New Biomarker Aiming at Glaucoma Diagnosis. 455-469 - José Reinaldo C. S. A. V. S. Neto, Thiago de Paulo Faleiros:
Investigation of Deep Active Self-learning Algorithms Applied to Named Entity Recognition. 470-484
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