Rafaelli de C. Coutinho

According to our database, Rafaelli de C. Coutinho authored at least 24 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights.

Janio Lima, Lucas Giusti Tavares, Esther Pacitti, João Eduardo Ferreira, Ismael Santos, Isabela Guimarães Siqueira, Diego Carvalho, Fábio Porto, Rafaelli Coutinho, Eduardo S. Ogasawara

Proceedings of the International Joint Conference on Neural Networks, 2024

APOENA: Towards a Cloud Dimensioning Approach for Executing SQL-like Workloads Using Machine Learning and Provenance.

Raslan Ribeiro, Rafaelli Coutinho, Daniel de Oliveira

Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

2023

SoftED: Metrics for Soft Evaluation of Time Series Event Detection.

Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara

CoRR, 2023

2022

A Genetic Algorithm with Flexible Fitness Function for Feature Selection in Educational Data: Comparative Evaluation.

Danielle F. de Albuquerque, Luís Tarrataca, Diego N. Brandão, Rafaelli Coutinho

J. Inf. Data Manag., 2022

Analyzing flight delay prediction under concept drift.

Lucas Giusti, Leonardo Carvalho, Antônio Tadeu A. Gomes, Rafaelli Coutinho, Jorge de Abreu Soares, Eduardo S. Ogasawara

Evol. Syst., 2022

Forward and Backward Inertial Anomaly Detector: A Novel Time Series Event Detection Method.

Janio Lima, Rebecca Salles, Fábio Porto, Rafaelli Coutinho, Pedro Alpis, Luciana E. G. Escobar, Esther Pacitti, Eduardo S. Ogasawara

Proceedings of the International Joint Conference on Neural Networks, 2022

Fault Identification in Wind Turbines: A Data-Centric Machine Learning Approach.

Danielle R. Pinna, Rodrigo F. Toso, Rafaelli Coutinho, Ana Isabel Pereira, Diego Brandão

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Estimation of COVID-19 Under-Reporting in the Brazilian States Through SARI.

Balthazar Paixão, Lais Baroni, Marcel Pedroso, Rebecca Salles, Luciana E. G. Escobar, Carlos de Sousa, Raphael de Freitas Saldanha, Jorge de Abreu Soares, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara

New Gener. Comput., 2021

Evaluating Temporal Bias in Time Series Event Detection Methods.

Luciana E. G. Escobar, Rebecca Salles, Janio Lima, Cristiane Gea, Lais Baroni, Artur Ziviani, Paulo F. Pires, Flávia Coimbra Delicato, Rafaelli Coutinho, Laura Assis, Eduardo S. Ogasawara

J. Inf. Data Manag., 2021

Generalização de Mineração de Sequências Restritas no Espaço e no Tempo.

Antonio Castro, Heraldo Borges, Riccardo Campisano, Esther Pacitti, Fábio Porto, Rafaelli Coutinho, Eduardo S. Ogasawara

Proceedings of the 36th Brazilian Symposium on Databases, 2021

Um algoritmo genético com função de aptidão flexível para seleção de atributos em dados educacionais.

Danielle F. de Albuquerque, Diego N. Brandão, Rafaelli Coutinho

Proceedings of the 36th Brazilian Symposium on Databases, 2021

2020

Spatial-time motifs discovery.

Heraldo Borges, Murillo Dutra, Amin Bazaz, Rafaelli Coutinho, Fabio Perosi, Fábio Porto, Florent Masseglia, Esther Pacitti, Eduardo S. Ogasawara

Intell. Data Anal., 2020

Estimation of COVID-19 under-reporting in Brazilian States through SARI.

Balthazar Paixão, Lais Baroni, Rebecca Salles, Luciana E. G. Escobar, Carlos de Sousa, Marcel Pedroso, Raphael de Freitas Saldanha, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara

CoRR, 2020

Harbinger: Um framework para integração e análise de métodos de detecção de eventos em séries temporais.

Rebecca Salles, Luciana E. G. Escobar, Lais Baroni, Roccio Zorrilla, Artur Ziviani, Vincius Kreischer, Flávia Coimbra Delicato, Paulo F. Pires, Luciano Maia, Rafaelli Coutinho, Laura Assis, Eduardo S. Ogasawara

Proceedings of the 35th Brazilian Symposium on Databases, 2020

Wind Turbine Fault Detection: A Semi-Supervised Learning Approach With Automatic Evolutionary Feature Selection.

Fernando P. G. de Sá, Diego N. Brandão, Eduardo S. Ogasawara, Rafaelli de C. Coutinho, Rodrigo F. Toso

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2018

Rumo à Integração da Álgebra de Workflows com o Processamento de Consulta Relacional.

João Antonio Ferreira, Jorge de Abreu Soares, Fábio Porto, Esther Pacitti, Rafaelli Coutinho, Eduardo S. Ogasawara

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Detecção de Anomalias Frequentes no Transporte Rodoviário Urbano.

Ana Beatriz Cruz, João Antonio Ferreira, Diego Carvalho, Eduardo Mendes, Esther Pacitti, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

2017

Mirror Mirror on the Wall, How Do I Dimension My Cloud After All?

Rafaelli de C. Coutinho, Yuri Frota, Kary A. C. S. Ocaña, Daniel de Oliveira, Lúcia M. A. Drummond

Proceedings of the Cloud Computing - Principles, Systems and Applications, Second Edition, 2017

Detecção de Anomalias no Transporte Rodoviário Urbano.

Ana Beatriz Cruz, João Antonio Ferreira, Bernardo Monteiro, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

2016

A Dynamic Cloud Dimensioning Approach for Parallel Scientific Workflows: a Case Study in the Comparative Genomics Domain.

Rafaelli de C. Coutinho, Yuri Frota, Kary A. C. S. Ocaña, Daniel de Oliveira, Lúcia M. A. Drummond

J. Grid Comput., 2016

2015

Optimizing virtual machine allocation for parallel scientific workflows in federated clouds.

Rafaelli de C. Coutinho, Lúcia M. A. Drummond, Yuri Frota, Daniel de Oliveira

Future Gener. Comput. Syst., 2015

2014

A distributed transportation simplex applied to a Content Distribution Network problem.

Rafaelli de C. Coutinho, Lúcia M. A. Drummond, Yuri Frota

RAIRO Oper. Res., 2014

Evaluating Grasp-based cloud dimensioning for comparative genomics: A practical approach.

Rafaelli de C. Coutinho, Lúcia M. A. Drummond, Yuri Frota, Daniel de Oliveira, Kary A. C. S. Ocaña

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013

Optimization of a Cloud Resource Management Problem from a Consumer Perspective.

Rafaelli de C. Coutinho, Lúcia M. A. Drummond, Yuri Frota

Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013