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11th BRACIS 2022: Campinas, Brazil - Part I
- João Carlos Xavier Junior
, Ricardo Araújo Rios
Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13653, Springer 2022, ISBN 978-3-031-21685-5 - Alexandre Renato Rodrigues de Souza
Mortality Risk Evaluation: A Proposal for Intensive Care Units Patients Exploring Machine Learning Methods. 1-14 - André Filipe de Sousa Silva, Geovana Ramos Sousa Silva
Requirements Elicitation Techniques and Tools in the Context of Artificial Intelligence. 15-29 - Arthur C. Gorgônio
An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. 30-44 - Augusto Lopez Dantas, Aurora T. R. Pozo
The Impact of State Representation on Approximate Q-Learning for a Selection Hyper-heuristic. 45-60 - Claudio D. G. Linhares
A Network-Based Visual Analytics Approach for Performance Evaluation of Swarms of Robots in the Surveillance Task. 61-76 - Douglas Vitório
Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback. 77-91 - Fernanda Maria de Souza, Julia Grando, Fabiano Baldo:
Adaptive Fast XGBoost for Regression. 92-106 - Fernando Correia Braga
The Effects of Under and Over Sampling in Exoplanet Transit Identification with Low Signal-to-Noise Ratio Data. 107-121 - Gabriel Maia Bezerra
Estimating Bone Mineral Density Based on Age, Sex, and Anthropometric Measurements. 122-134 - Gabriel Henrique de Souza
Feature Extraction for a Genetic Programming-Based Brain-Computer Interface. 135-149 - Gabriel Marques Tavares
Selecting Optimal Trace Clustering Pipelines with Meta-learning. 150-164 - Ivan J. Reis Filho
Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision. 165-179 - Jader M. Caldonazzo Garbelini
Towards a Better Understanding of Heuristic Approaches Applied to the Biological Motif Discovery. 180-194 - João Victor Ribeiro Ferro, José Rubens da Silva Brito, Roberta Vilhena Vieira Lopes, Evandro de Barros Costa:
Mutation Rate Analysis Using a Self-Adaptive Genetic Algorithm on the OneMax Problem. 195-208 - Jonata C. Wieczynski
Application of the Sugeno Integral in Fuzzy Rule-Based Classification. 209-220 - Júlio César Mendes de Resende, Edimilson Batista dos Santos, Marcos Antonio de Matos Laia:
Improving the FQF Distributional Reinforcement Learning Algorithm in MinAtar Environment. 221-236 - Justino Santos, Vinícius P. Machado, Luciano Oliveira, Washington L. C. dos-Santos
Glomerulosclerosis Identification Using a Modified Dense Convolutional Network. 237-252 - Leonardo B. de M. M. Marques, Lucas H. Ueda, Flávio Olmos Simões, Mário Uliani Neto
Diffusion-Based Approach to Style Modeling in Expressive TTS. 253-267 - Lucas Malacarne Astore, Frederico Gadelha Guimarães, Carlos Alberto Severiano Junior:
Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods. 268-282 - Lucas Felipe Ferraro Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves:
Explanation-by-Example Based on Item Response Theory. 283-297 - Lucas Gabriel Coimbra Evangelista, Rafael Giusti
Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution. 298-312 - Lucas Brazzarola Lima
Analysis of the Influence of the MVDR Filter Parameters on the Performance of SSVEP-Based BCI. 313-324 - Lucas Marcondes Pavelski
A Novel Multi-objective Decomposition Formulation for Per-Instance Configuration. 325-339 - Luciano D. S. Pacífico
Improving Group Search Optimization for Automatic Data Clustering Using Merge and Split Operators. 340-354 - Luís Fernando Bittencourt, Otávio Parraga, Duncan D. Ruiz, Isabel H. Manssour, Soraia Raupp Musse, Rodrigo C. Barros
Leveraging Textual Descriptions for House Price Valuation. 355-369 - Pedro H. C. Avelar, Rafael Baldasso Audibert, Luís C. Lamb:
Measuring Ethics in AI with AI: A Methodology and Dataset Construction. 370-384 - Luis Moneda
Time Robust Trees: Using Temporal Invariance to Improve Generalization. 385-397 - Luiz Henrique dos Santos Fernandes
Generating Diverse Clustering Datasets with Targeted Characteristics. 398-412 - Marlo Souza
On AGM Belief Revision for Computational Tree Logic. 413-428 - Marlo Souza
Hyperintensional Models and Belief Change. 429-443 - Mateus Boiani
A Multi-population Schema Designed for Biased Random-Key Genetic Algorithms on Continuous Optimisation Problems. 444-457 - Matheus Letzov Pelozo, Marcelo Custódio, Alison R. Panisson
Answering Questions About COVID-19 Vaccines Using ChatBot Technologies. 458-472 - Matheus Cândido Teixeira
Analysis of Neutrality of AutoML Search Spaces with Local Optima Networks. 473-487 - Rafael Silva
Dealing with Inconsistencies in ASPIC+. 488-503 - Rafael F. R. Correa
A Grammar-based Genetic Programming Hyper-Heuristic for Corridor Allocation Problem. 504-519 - Renan Cordeiro
Generalising Semantics to Weighted Bipolar Argumentation Frameworks. 520-534 - Renata Pelissari, Paulo S. C. Alencar, Sarah Ben Amor, Leonardo Tomazeli Duarte:
The Use of Multiple Criteria Decision Aiding Methods in Recommender Systems: A Literature Review. 535-549 - Ricardo B. C. Prudêncio, Telmo de Menezes e Silva Filho:
Explaining Learning Performance with Local Performance Regions and Maximally Relevant Meta-Rules. 550-564 - Rodrigo Brandão
Artificial Intelligence, Algorithmic Transparency and Public Policies: The Case of Facial Recognition Technologies in the Public Transportation System of Large Brazilian Municipalities. 565-579 - Thais Rodrigues Neubauer
Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining. 580-595 - Thiago Figueiredo Costa
Exploitability Assessment with Genetically Tuned Interconnected Neural Networks. 596-610 - Thiago B. R. Silva, Nina I. Verslype, André C. A. Nascimento, Ricardo B. C. Prudêncio:
Predicting Compatibility of Cultivars in Grafting Processes Using Kernel Methods and Collaborative Filtering. 611-625 - Thomas V. Fontanari
Cross-validation Strategies for Balanced and Imbalanced Datasets. 626-640 - Tiago Pinho da Silva
Geographic Context-Based Stacking Learning for Election Prediction from Socio-economic Data. 641-656
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