Sylvio Barbon

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 22

Top Topics

Regression Methods

Hierarchical Classification

Image Segmentation Algorithm

Top Venues

Comput. Electron. Agric.

Publications

Avyner L. O. Vitor, Alessandro Goedtel, Sylvio Barbon, Gustavo Henrique Bazan, Marcelo Favoretto Castoldi, Wesley Angelino de Souza
Induction motor short circuit diagnosis and interpretation under voltage unbalance and load variation conditions. Expert Syst. Appl. 224 (2023)
Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil
Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. Speech Commun. 152 (2023)
Vitor de Castro-Silva, Bruno Bogaz Zarpelão, Eric Medvet, Sylvio Barbon
Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. IEEE Access 11 (2023)
Gabriel M. Tavares, Rafael Seidi Oyamada, Sylvio Barbon, Paolo Ceravolo
Trace encoding in process mining: A survey and benchmarking. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Hugo Queiroz Abonizio, Emerson Cabrera Paraiso, Sylvio Barbon
Toward Text Data Augmentation for Sentiment Analysis. IEEE Trans. Artif. Intell. 3 (5) (2022)
Renato Vertuam Neto, Gabriel M. Tavares, Paolo Ceravolo, Sylvio Barbon
On the use of online clustering for anomaly detection in trace streams. SBSI (2021)
Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon, Mario Lemes Proença Jr.
Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks. IEEE Access 8 (2020)
Gabriel Marques Tavares, Sylvio Barbon
Analysis of Language Inspired Trace Representation for Anomaly Detection. ADBIS/TPDL/EDA Workshops (2020)
Victor Guilherme Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon
Online Local Boosting: Improving Performance in Online Decision Trees. BRACIS (2019)
Saulo Martiello Mastelini, Matheus Gustavo Alves Sasso, Gabriel Fillipe Centini Campos, Marcio Schmiele, Maria Teresa Pedrosa Silva Clerici, Douglas Fernandes Barbin, Sylvio Barbon
Computer vision system for characterization of pasta (noodle) composition. J. Electronic Imaging 27 (05) (2018)
Saulo Martiello Mastelini, Everton Jose Santana, Victor Guilherme Turrisi da Costa, Sylvio Barbon
Benchmarking Multi-target Regression Methods. BRACIS (2018)
Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho, Sylvio Barbon
Making Data Stream Classification Tree-Based Ensembles Lighter. BRACIS (2018)
Sean Carlisto de Alvarenga, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão
Process mining and hierarchical clustering to help intrusion alert visualization. Comput. Secur. 73 (2018)
Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon, Ricardo Cerri
Improving Hierarchical Classification of Transposable Elements using Deep Neural Networks. IJCNN (2018)
Luiz Fernando Santos Pereira, Sylvio Barbon, Nektarios A. Valous, Douglas Fernandes Barbin
Predicting the ripening of papaya fruit with digital imaging and random forests. Comput. Electron. Agric. 145 (2018)
Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon, Ricardo Cerri
Stacking Methods for Hierarchical Classification. ICMLA (2017)
Victor G. T. da Costa, Sylvio Barbon, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão
Detecting mobile botnets through machine learning and system calls analysis. ICC (2017)
Cláudio Toshio Kawakani, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão
Discovering Attackers Past Behavior to Generate Online Hyper-Alerts. Braz. J. Inf. Syst. 10 (1) (2017)
Saulo Martiello Mastelini, Everton Jose Santana, Ricardo Cerri, Sylvio Barbon
DSTARS: A Multi-target Deep Structure for Tracking Asynchronous Regressor Stack. BRACIS (2017)
Gabriel F. C. Campos, Sylvio Barbon, Rafael Gomes Mantovani
A Meta-Learning Approach for Recommendation of Image Segmentation Algorithms. SIBGRAPI (2016)
Rodrigo Augusto Igawa, Sylvio Barbon, Katia Cristina Silva Paulo, Guilherme Sakaji Kido, Rodrigo Capobianco Guido, Mario Lemes Proença Jr., Ivan Nunes da Silva
Account classification in online social networks with LBCA and wavelets. Inf. Sci. 332 (2016)
Alex Marino Gonçalves de Almeida, Sylvio Barbon, Emerson Cabrera Paraiso
Multi-class Emotions Classification by Sentic Levels as Features in Sentiment Analysis. BRACIS (2016)
Jose Luis Seixas, Sylvio Barbon, Rafael Gomes Mantovani
Pattern Recognition of Lower Member Skin Ulcers in Medical Images with Machine Learning Algorithms. CBMS (2015)
Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon
Recognition of Compromised Accounts on Twitter. SBSI (2015)
Estefânia Mayumi Fuzyi, Matheus Camilo da Silva, Sylvio Barbon
Solução M-Health no pré-diagnóstico da Laringe [M-Health Solution on pre-diagnosis of larynx]. SBSI (2015)
Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Correlational paraconsistent machine for anomaly detection. GLOBECOM (2014)
Eduardo H. M. Pena, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. ISCC (2014)
Jose Luis Seixas, Sylvio Barbon, Claudia Martins Siqueira, Ivan Frederico Lupiano Dias, Andre Giovanni Castaldin, Alan Salvany Felinto
Color energy as a seed descriptor for image segmentation with region growing algorithms on skin wound images. Healthcom (2014)
Rodrigo Augusto Igawa, Guilherme Sakaji Kido, Jose Luis Seixas, Sylvio Barbon
Adaptive Distribution of Vocabulary Frequencies: A Novel Estimation Suitable for Social Media Corpus. BRACIS (2014)
Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Sylvio Barbon, Mario Lemes Proença Jr.
Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection. SoftCOM (2013)