Accepted papers

Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approachFlavio Fonseca, Arianne S. Torcate, Ana Clara G. da Silva, Victor W. Freire, Gilles P. M. de Farias, João F. L. de Oliveira, Flávio M. de Oliveira Júnior, José Carlos da Silva Júnior, Dayane A. Gomes and Wellington Pinheiro Dos Santos
The Influence of Different Text Structuring Methods on the Clustering of Game ReviewsAnara Olimpio, Pollyana Notargiacomo and Leandro de Castro
Optimal Tuning of FOPID Controller for a MIMO Aircraft Model Using Swarm IntelligenceOdilon Linhares Carvalho Mendes, Guilherme de Alencar Barreto and Mauricio Andrés Varela Morales
Combining optimization and fire simulation modeling to protect biodiversity values at landscape scaleRodrigo Mahaluf, Jaime Carrasco, Fulgencio Lisón, Cristobal Pais, Alejandro Miranda, Felipe de la Barra and Andrés Weintraub
Ensemble Learning Models Applied in Energy Time Series of a University BuildingIsaakc Ortiz-Aguirre, Mayken Espinoza-Andaluz and Julio Barzola-Monteses
Kaizen Programming for predicting numerical linear algebra operations performanceJimena Ferreira, Ernesto Dufrechou and Martín Pedemonte
Application of a Genetic Algorithm with Social Interaction to Search Based TestingAdilson Neto, Rodrigo Pereira and Roberto Oliveira
Chatbot use for pre-triage procedures: a case study at a free-service university dental clinicDouglas Vidal, Luana Pantoja, Fernanda Jassé, Diandra Arantes and Marcos Seruffo
Generation of English Question Answer Exercises from Texts using Transformers based ModelsGonzalo Berger, Tatiana Rischewski, Luis Chiruzzo and Aiala Rosá
A comparison of Generative Adversarial Networks for image super-resolutionPatricia Cobelli, Sergio Nesmachnow and Jamal Toutouh
Scheduling of the Uruguayan Football and Basketball LeaguesMartín Lago, Nicolás Lantean, Santiago Rodríguez, Federico Defranco and Martín Pedemonte
A Transfer Learning Approach for the Tattoo Classification ProblemRodrigo Tchalski da Silva and Heitor Silvério Lopes
Comparative Study of PID, DMC and Fuzzy PD+I Controllers in a Control Laboratory KitDiego Páez Ardila, Diana Martinez, Cesar Valencia, Ricardo Tanscheit and Marley Vellasco
Boolean Binary Grey Wolf OptimizerRodrigo Cesar Lira Da Silva, Mariana Gomes Motta Macedo, Hugo Valadares Siqueira and Carmelo José Albanez Bastos-Filho
Self-explanatory error checking capability for classifier-based Decision Support SystemsFlávio Rosendo da Silva Oliveira and Fernando Buarque de Lima Neto
Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel ConsumptionElias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira and Carmelo J. A. Bastos-Filho
Analysis of service quality assessment using SERVQUAL and self-organizing mapsJose Alfredo Ferreira Costa and Sanderson S. Silva
Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar SystemsEduardo Sperle Honorato, João Baptista de Oliveira Souza Filho and Victor Hugo da Silva Muniz
Assignment of bug reports to software developers using a multi-population evolutionary methodKannya Araujo, Luiz Mendes, Guilherme Avelino, Ricardo Rabelo and Eneko Osaba
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series ForecastingKaike Alves, Direnc Pekaslan, Christian Wagner and Eduardo Aguiar
Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM NetworksArysson Oliveira, José Cleyton Silva, Danilo Araújo, Joaquim Martins Filho and Carmelo J. A. Bastos Filho
Student Dropout Prediction using 1D CNN-LSTM with Variational Autoencoder OversamplingEduarda Coppo, Rhuan Caetano, Leandro de Lima and Renato Krohling
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification ProblemsSteffano X. Pereira, Pericles Miranda, Thiago França, Carmelo J. A. Bastos Filho and Tapas Si
Passive Sonar Classification Using Time-Domain Information and Recurrent Neural NetworksMarlon Souza, Natanael Júnior and José Seixas
Autoencoder with adaptative and trainable activate function to compress imagensJoão Henrique de Medeiros Delgado and Tiago Alessandro Espinola Ferreira
Applying non-compensatory multicriteria methods to build Better Life Index countries rankingGlaucia da Costa Azevedo and Helder Gomes Costa
Hyperparameter Optimization for Convolutional Neural Networks with Genetic Algorithms and Bayesian OptimizationDavid Puentes, Carlos J. Barrios H. and Philippe O. A. Navaux
Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy MarketMoisés Santos, Douglas Braz, André Carvalho, Renato Tinós, Marcos Paula, Gabriel Doretto, Ewerton Guarnier, Donato Silva Filho, Danilo Suiama, Lorena Ferreira and José Carmo Júnior
A Legal Information System for Intelligent Sentence Mining Applied to Civil LawDavid Barrientos, Bruno Fernandes, Cleyton Rodrigues, Leandro Silva, Allana Rocha, Paulo Sobral, Bruno Souza, Dionizio Feitosa, Juliana Barreto and Mabel Guimaraes
Classification of legal documents in portuguese language based on summarizationMarie Chantelle Cruz Medina, Lucas Matheus da Silva Oliveira, Jean Felipe Coelho Ferreira, Leandro Honorato de S., Cleyton Mario O. Rodrigues, João Fausto L. de Oliveira, Bruno J. T. Fernandes, Paulo Christiano Sobral, Bruno Souza and Dionizio Feitosa
Tuning of PI Controllers for Electric Drives using Evolutionary Multi-Objective Optimisation AlgorithmGuilherme Fernandes dos Santos, Wander Gonçalves da Silva and Gélson da Cruz Júnior
Finding Frequent Patterns in a Technological Education Program of Pernambuco, BrazilEmilia Rahnemay Kohlman Rabbani, Juliana de Souza Rebouças, Márcia Maria de Albuquerque Neves, Gabriel Magalhães da Luz, Willian Vieira Do Nascimento, Gustavo Henrique Magalhães da Luz, Felipe Guerra Lago, Maria Celeste de Sousa Maia, Maicon H. L. Ferreira da Silva Barros, Patricia Takako Endo and Carmelo José Albanez Bastos Filho
Classification of patients with diabetes by analyzing the patterns of proteins present in saliva using machine learningRodrigo Costa, Carmelo J. A. Bastos Filho and Anthony Lins
Reinforcement Learning applied to the Routing and Spectrum Assigment in Elastic Optical NetworksIvan Ríos and Diego Pedro Pinto Roa

Silver Sponsors

CLEI
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Organizers

IEEE Computer Intelligence Society
IEEE Computer Intelligence Society

https://cis.ieee.org/

IEEE
IEEE

https://www.ieee.org/

Instituto de Computación
Instituto de Computación

https://www.fing.edu.uy/inco

Facultad de Ingeniería
Facultad de Ingeniería

https://www.fing.edu.uy/

Universidad de la República
Universidad de la República

https://www.universidad.edu.uy