Sylvio Barbon Junior
Sylvio Barbon Junior
University of Trieste, Department of Engineering and Architecture
Verified email at - Homepage
Cited by
Cited by
Predicting the ripening of papaya fruit with digital imaging and random forests
LFS Pereira, S Barbon Jr, NA Valous, DF Barbin
Computers and Electronics in Agriculture 145, 76-82, 2018
Machine learning hyperparameter selection for contrast limited adaptive histogram equalization
GFC Campos, SM Mastelini, GJ Aguiar, RG Mantovani, LF Melo, ...
EURASIP Journal on Image and Video Processing 2019, 1-18, 2019
Digital image analyses as an alternative tool for chicken quality assessment
DF Barbin, SM Mastelini, S Barbon Jr, GFC Campos, APAC Barbon, ...
Biosystems Engineering 144, 85-93, 2016
Language-Independent Fake News Detection: English, Portuguese, and Spanish Mutual Features
HQ Abonizio, JI de Morais, GM Tavares, S Barbon Junior
Future Internet 12 (5), 87, 2020
Authorship verification applied to detection of compromised accounts on online social networks
S Barbon, RA Igawa, BB Zarpelão
Multimedia Tools and Applications 76 (3), 3213-3233, 2017
IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices
VH Bezerra, VGT da Costa, S Barbon Junior, RS Miani, BB Zarpelão
Sensors 19 (14), 3188, 2019
Computer vision system and near-infrared spectroscopy for identification and classification of chicken with wooden breast, and physicochemical and technological characterization
BC Geronimo, SM Mastelini, RH Carvalho, SB Júnior, DF Barbin, ...
Infrared Physics & Technology 96, 303-310, 2019
Account classification in online social networks with LBCA and wavelets
RA Igawa, S Barbon Jr, KCS Paulo, GS Kido, RC Guido, MLP Júnior, ...
Information Sciences 332, 72-83, 2016
Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithms
RG Mantovani, T Horváth, ALD Rossi, R Cerri, SB Junior, J Vanschoren, ...
arXiv preprint arXiv:1812.02207, 2018
Applying multi-label techniques in emotion identification of short texts
AMG Almeida, R Cerri, EC Paraiso, RG Mantovani, SB Junior
Neurocomputing 320, 35-46, 2018
Classification of chicken parts using a portable near-infrared (NIR) spectrophotometer and machine learning
IM Nolasco Perez, AT Badaró, S Barbon Jr, APAC Barbon, MAR Pollonio, ...
Applied spectroscopy 72 (12), 1774-1780, 2018
Classification of fermented cocoa beans (cut test) using computer vision
MM Oliveira, BV Cerqueira, S Barbon Jr, DF Barbin
Journal of Food Composition and Analysis 97, 103771, 2021
Comparison of rapid techniques for classification of ground meat
IM Nolasco-Perez, LACM Rocco, JP Cruz-Tirado, MAR Pollonio, ...
Biosystems Engineering 183, 151-159, 2019
Process mining and hierarchical clustering to help intrusion alert visualization
SC de Alvarenga, S Barbon Jr, RS Miani, M Cukier, BB Zarpelão
Computers & Security 73, 474-491, 2018
Multi-target prediction of wheat flour quality parameters with near infrared spectroscopy
SB Junior, SM Mastelini, APAC Barbon, DF Barbin, R Calvini, JF Lopes, ...
Information processing in agriculture 7 (2), 342-354, 2020
Evaluation goals for online process mining: a concept drift perspective
P Ceravolo, GM Tavares, SB Junior, E Damiani
IEEE Transactions on Services Computing 15 (4), 2473-2489, 2020
Providing IoT host-based datasets for intrusion detection research∗
VH Bezerra, VGT da Costa, RA Martins, SB Junior, RS Miani, BB Zarpelao
Anais do XVIII Simpósio Brasileiro de Segurança da Informação e de Sistemas …, 2018
Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining
VGT da Costa, ACP de Leon Ferreira, SB Junior
Pattern Recognition Letters 116, 22-28, 2018
Computer vision classification of barley flour based on spatial pyramid partition ensemble
JF Lopes, L Ludwig, DF Barbin, MVE Grossmann, S Barbon Jr
Sensors 19 (13), 2953, 2019
Storage time prediction of pork by Computational Intelligence
APAC Barbon, S Barbon Jr, RG Mantovani, EM Fuzyi, LM Peres, AM Bridi
Computers and Electronics in Agriculture 127, 368-375, 2016
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