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 | 184 | 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 | 101 | 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 | 84 | 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 | 83 | 2016 |
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 | 75 | 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 | 72 | 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 | 67 | 2019 |
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 | 62 | 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 | 62 | 2018 |
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 | 61 | 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 | 61 | 2016 |
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 | 60 | 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 | 54 | 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 | 53 | 2018 |
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 | 52 | 2020 |
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 | 50 | 2020 |
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 | 46 | 2019 |
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 | 46 | 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 | 45 | 2018 |
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 | 44 | 2016 |