Sylvio Barbon Jr.

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 21

Top Topics

Regression Problems

Drift Detection

Online Social Networks

Top Venues

Braz. J. Inf. Syst.

Publications

Rafael Seidi Oyamada, Larissa Capobianco Shimomura, Sylvio Barbon Jr., Daniel S. Kaster
A meta-learning configuration framework for graph-based similarity search indexes. Inf. Syst. 112 (2023)
Sylvio Barbon Jr., Paolo Ceravolo, Rafael Seidi Oyamada, Gabriel M. Tavares
Trace Encoding in Process Mining: a survey and benchmarking. CoRR (2023)
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
Selecting Optimal Trace Clustering Pipelines with AutoML. CoRR (2021)
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
Using Meta-learning to Recommend Process Discovery Methods. CoRR (2021)
Saulo Martiello Mastelini, Everton Jose Santana, Ricardo Cerri, Sylvio Barbon Jr.
DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking. Appl. Soft Comput. 91 (2020)
Janaína Ignácio de Morais, Hugo Queiroz Abonizio, Gabriel Marques Tavares, André Azevedo da Fonseca, Sylvio Barbon Jr.
A Multi-label Classification System to Distinguish among Fake, Satirical, Objective and Legitimate News in Brazilian Portuguese. Braz. J. Inf. Syst. 13 (4) (2020)
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
Comparing Concept Drift Detection with Process Mining Software. Braz. J. Inf. Syst. 13 (4) (2020)
Gabriel Marques Tavares, Victor Guilherme Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Jr.
Leveraging Anomaly Detection in Business Process with Data Stream Mining. Braz. J. Inf. Syst. 12 (1) (2019)
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
Comparing Concept Drift Detection with Process Mining Tools. SBSI (2019)
Gabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.
Towards meta-learning for multi-target regression problems. CoRR (2019)
Everton Jose Santana, João Augusto Provin Ribeiro da Silva, Saulo Martiello Mastelini, Sylvio Barbon Jr.
Stock Portfolio Prediction by Multi-Target Decision Support. Braz. J. Inf. Syst. 12 (1) (2019)
Jessica Fernandes Lopes, Leniza Ludwig, Douglas Fernandes Barbin, Maria Victória Eiras Grossmann, Sylvio Barbon Jr.
Computer Vision Classification of Barley Flour Based on Spatial Pyramid Partition Ensemble. Sensors 19 (13) (2019)
Saulo Martiello Mastelini, Sylvio Barbon Jr., André Carlos Ponce de Leon Ferreira de Carvalho
Online Multi-target regression trees with stacked leaf models. CoRR (2019)
Bruno Prece, Edson Pacheco, Rodolfo Miranda de Barros, Sylvio Barbon Jr.
Improvements on diagnostic assessment questionnaires of Maturity Level Management with feature selection. SBSI (2019)
Janaína Ignácio de Morais, Hugo Queiroz Abonizio, Gabriel Marques Tavares, André Azevedo da Fonseca, Sylvio Barbon Jr.
Deciding among Fake, Satirical, Objective and Legitimate news: A multi-label classification system. SBSI (2019)
Victor G. Turrisi da Costa, Everton Jose Santana, Jessica Fernandes Lopes, Sylvio Barbon Jr.
Evaluating the Four-Way Performance Trade-Off for Stream Classification. GPC (2019)
Gabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.
Towards Meta-Learning for Multi-Target Regression Problems. BRACIS (2019)
Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Jr.
Online Local Boosting: improving performance in online decision trees. CoRR (2019)
Sylvio Barbon Jr., Gabriel Marques Tavares, Guilherme Sakaji Kido
Artificial and Natural Topic Detection in Online Social Networks. Braz. J. Inf. Syst. 10 (1) (2017)
Gabriel M. Tavares, Saulo Martiello Mastelini, Sylvio Barbon Jr.
User Classification on Online Social Networks by Post Frequency. SBSI (2017)
Everton Jose Santana, Saulo Martiello Mastelini, Sylvio Barbon Jr.
Deep Regressor Stacking for Air Ticket Prices Prediction. SBSI (2017)
Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon Jr.
Recognition on Online Social Network by user's writing style. Braz. J. Inf. Syst. 8 (3) (2015)