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ORCID12th BRACIS 2023: Belo Horizonte, Brazil - Part I
- Murilo Coelho Naldi
, Reinaldo A. C. Bianchi:
Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14195, Springer 2023, ISBN 978-3-031-45367-0
Best Paper
- Marcel Rodrigues de Barros, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa:
Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks. 3-17 - Cristina Godoy Bernardo de Oliveira, Otávio de Paula Albuquerque, Emily Liene Belotti, Isabella Ferreira Lopes, Rodrigo Brandão de A. Silva, Glauco Arbix:
Regulation and Ethics of Facial Recognition Systems: An Analysis of Cases in the Court of Appeal in the State of São Paulo. 18-32 - Igor M. Sampaio, Karla R. P. S. Lima:
A Combinatorial Optimization Model and Polynomial Time Heuristic for a Problem of Finding Specific Structural Patterns in Networks. 33-47 - Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi:
Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets. 48-62 - Kenzo Miranda Sakiyama, Raphael Montanari, Roseval Malaquias Junior, Rodrigo Frassetto Nogueira, Roseli A. F. Romero:
Exploring Text Decoding Methods for Portuguese Legal Text Generation. 63-77 - Elaine Cecília Gatto, Alan Demétrius Baria Valejo, Mauri Ferrandin, Ricardo Cerri:
Community Detection for Multi-label Classification. 78-93
Logic and Heuristics
- Victor Putrich Scherer, Anderson Rocha Tavares, Felipe Meneguzzi:
A Monte Carlo Algorithm for Time-Constrained General Game Playing. 97-111 - Gabriel Nunes Crispino, Valdinei Freire, Karina Valdivia Delgado:
α-MCMP: Trade-Offs Between Probability and Cost in SSPs with the MCMP Criterion. 112-127 - Warlles Carlos Costa Machado, Viviane Bonadia dos Santos, Leliane Nunes de Barros, Maria Viviane de Menezes:
Specifying Preferences over Policies Using Branching Time Temporal Logic. 128-143 - Francisco Mateus Rocha, Thiago Alves Rocha, Reginaldo Pereira Fernandes Ribeiro, Ajalmar Rêgo da Rocha Neto:
Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option. 144-159
Resource Allocation and Planning
- Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias:
The Multi-attribute Fairer Cover Problem. 163-177 - Sarah Ribeiro Lisboa Carneiro, Michael Ferreira de Souza, Douglas de O. Cardoso, Luís Tarrataca, Laura S. de Assis:
A Custom Bio-Inspired Algorithm for the Molecular Distance Geometry Problem. 178-192 - João da Silva, Sarajane Marques Peres, Daniel Cordeiro, Valdinei Freire:
Allocating Dynamic and Finite Resources to a Set of Known Tasks. 193-208 - Gabriela Teixeira Justino, Gabriela Carvalho Freitas, Camilla B. Batista, Kleyton Pontes Cotta, Bruno Deon, Flávio L. Loução, Rodrigo José Silva de Almeida, Carlos Antonio Alves de Araujo Junior:
A Multi-algorithm Approach to the Optimization of Thermal Power Plants Operation. 209-223
Rules and Feature Extraction
- Antônio Carlos Souza Ferreira Júnior, Thiago Alves Rocha:
An Incremental MaxSAT-Based Model to Learn Interpretable and Balanced Classification Rules. 227-242 - Joelson Sartori, Giancarlo Lucca, Tiago da Cruz Asmus, Hélida S. Santos, Eduardo N. Borges, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro:
d-CC Integrals: Generalizing CC-Integrals by Restricted Dissimilarity Functions with Applications to Fuzzy-Rule Based Systems. 243-258 - Sammuel Ramos Silva, Rodrigo C. P. Silva:
FeatGeNN: Improving Model Performance for Tabular Data with Correlation-Based Feature Extraction. 259-273 - Leonardo Vilela Cardoso, Gustavo Oliveira Rocha Gomes, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Hierarchical Time-Aware Approach for Video Summarization. 274-288
IA and Education
- Rodolfo S. S. dos Santos, Moacir Antonelli Ponti, Kamila Rios da Hora Rodrigues:
Analyzing College Student Dropout Risk Prediction in Real Data Using Walk-Forward Validation. 291-305 - Nathália Assis Valentim, Fabiano Azevedo Dorça, Valéria Peres Asnis, Nassim Chamel Elias:
The Artificial Intelligence as a Technological Resource in the Application of Tasks for the Development of Joint Attention in Children with Autism. 306-320 - Eduardo Vargas Ferreira, Ana Carolina Lorena:
Machine Teaching: An Explainable Machine Learning Model for Individualized Education. 321-336 - Thales Sales Almeida, Thiago Laitz, Giovana K. Bonás, Rodrigo Frassetto Nogueira:
BLUEX: A Benchmark Based on Brazilian Leading Universities Entrance eXams. 337-347
Agent Systems
- Henrique M. R. Jasinski, Mariela Morveli Espinoza, Cesar Augusto Tacla:
Towards Generating P-Contrastive Explanations for Goal Selection in Extended-BDI Agents. 351-366 - Michele Rocha, Heitor Henrique da Silva, Analúcia Schiaffino Morales, Stefan Sarkadi, Alison R. Panisson:
Applying Theory of Mind to Multi-agent Systems: A Systematic Review. 367-381 - Carlos Eduardo Pantoja, Vinicius Souza de Jesus, Nilson Mori Lazarin, José Viterbo:
A Spin-off Version of Jason for IoT and Embedded Multi-Agent Systems. 382-396
Explainability
- Renato Miranda Filho, Gisele L. Pappa:
Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models. 399-414 - Daniel M. Kuhn, Melina Loreto, Mariana Recamonde Mendoza, João Luiz Dihl Comba, Viviane Pereira Moreira:
Explainability of COVID-19 Classification Models Using Dimensionality Reduction of SHAP Values. 415-430 - Jade M. Almeida, Giovanna A. Castro, João A. Machado-Neto, Tiago A. Almeida:
An Explainable Model to Support the Decision About the Therapy Protocol for AML. 431-446
IA Models
- Pedro H. Barros, Fabricio Murai, Heitor S. Ramos:
Bayes and Laplace Versus the World: A New Label Attack Approach in Federated Environments Based on Bayesian Neural Networks. 449-463 - Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho:
MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering. 464-478
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