Sylvio Barbon Junior

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Gabriel Marques TavaresPostdoctoral Researcher, LMU MunichVerified email at dbs.ifi.lmu.de
Bruno Bogaz ZarpelaoAssociate Professor, Computer Science Department, State University of Londrina (UEL), BrazilVerified email at uel.br
Paolo CeravoloUniversità degli Studi di MilanoVerified email at unimi.it
Victor Guilherme Turrisi da CostaAppleVerified email at apple.com
Rodrigo Capobianco GuidoSão Paulo State University (UNESP)Verified email at ieee.org
Douglas Fernandes BarbinUniversity of CampinasVerified email at unicamp.br
Everton Jose SantanaVisiting Instructor, Stanford UniversityVerified email at stanford.edu
Ernesto DamianiKhalifa UniversityVerified email at ku.ac.ae
André Carlos Ponce de Leon Ferreira...Artificial Intelligence Professor, University of São PauloVerified email at icmc.usp.br
Mario Lemes Proença Jr.Professor of Computer Science @ State University of Londrina (UEL) BrazilVerified email at uel.br
Hugo Queiroz AbonizioUnicampVerified email at dac.unicamp.br
Gabriel Jonas AguiarPh.D. Candidate at Virginia Commonwealth UniversityVerified email at vcu.edu
Emerson Cabrera ParaisoProfessor at Graduate Program in Informatics - Pontifícia Universidade Católica do Paraná - BrazilVerified email at ppgia.pucpr.br
Alessandro UlriciProfessor of Analytical Chemistry and Chemometrics, University of Modena and Reggio EmiliaVerified email at unimore.it
Alberto CanoAssociate Vice President for Research Computing, Virginia Tech, USAVerified email at vt.edu
Matheus Camilo da SilvaUniversity of Trieste, PhD student.Verified email at phd.units.it
Ricardo da Silva TorresProfessor in Data Science and Artificial Intelligence, Wageningen University & ResearchVerified email at wur.nl
Leonardo ArrighiUniversità degli studi di TriesteVerified email at phd.units.it
Eric MedvetUniversity of Trieste, ItalyVerified email at units.it
Marco ZullichUniversity of GroningenVerified email at phd.units.it

Sylvio Barbon Junior

University of Trieste, Department of Engineering and Architecture

Verified email at dia.units.it - Homepage

Data Mining Machine Learning Computer Vision Process Mining


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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	193	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	114	2019
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	99	2020
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	88	2016
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	81	2019
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	77	2017
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	76	2019
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	72	2021
An empirical study on hyperparameter tuning of decision trees RG Mantovani, T Horváth, R Cerri, SB Junior, J Vanschoren, ... arXiv preprint arXiv:1812.02207, 2018	67	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	64	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	64	2018
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	62	2016
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	59	2018
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	57	2019
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	56	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	53	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	53	2018
Toward text data augmentation for sentiment analysis HQ Abonizio, EC Paraiso, S Barbon IEEE Transactions on Artificial Intelligence 3 (5), 657-668, 2021	51	2021
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	50	2018
Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets SJ Barbon, GFC Campos, GM Tavares, RA Igawa, RC Guido ACM Transactions on Multimedia Computing, Communications, and Applications …, 2018	50*	2018

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