| Deep regressor stacking for air ticket prices prediction E Santana, S Mastelini, S Barbon Jr Anais do XIII Simpósio Brasileiro de Sistemas de Informação, 25-31, 2017 | 42 | 2017 |
| Predicting poultry meat characteristics using an enhanced multi-target regression method EJ Santana, BC Geronimo, SM Mastelini, RH Carvalho, DF Barbin, EI Ida, ... Biosystems Engineering 171, 193-204, 2018 | 40 | 2018 |
| Multi-output tree chaining: An interpretative modelling and lightweight multi-target approach SM Mastelini, VGT da Costa, EJ Santana, FK Nakano, RC Guido, R Cerri, ... Journal of Signal Processing Systems 91, 191-215, 2019 | 33 | 2019 |
| DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking SM Mastelini, EJ Santana, R Cerri, S Barbon Jr Applied Soft Computing 91, 106215, 2020 | 30 | 2020 |
| DSTARS: A multi-target deep structure for tracking asynchronous regressor stack SM Mastelini, EJ Santana, R Cerri, S Barbon Jr 2017 Brazilian Conference on Intelligent Systems (BRACIS), 19-24, 2017 | 29 | 2017 |
| Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra EJ Santana, FR dos Santos, SM Mastelini, FL Melquiades, S Barbon Jr Chemometrics and Intelligent Laboratory Systems, 104231, 2021 | 25 | 2021 |
| Using meta-learning for multi-target regression GJ Aguiar, EJ Santana, AC de Carvalho, SB Junior Information Sciences 584, 665-684, 2022 | 16 | 2022 |
| Benchmarking multi-target regression methods SM Mastelini, EJ Santana, VGT da Costa, S Barbon 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 396-401, 2018 | 16 | 2018 |
| Detecting and mitigating adversarial examples in regression tasks: A photovoltaic power generation forecasting case study EJ Santana, RP Silva, BB Zarpelão, S Barbon Junior Information 12 (10), 394, 2021 | 13 | 2021 |
| Multiple voice disorders in the same individual: investigating handcrafted features, multi-label classification algorithms, and base-learners SB Junior, RC Guido, GJ Aguiar, EJ Santana, MLP Junior, HA Patil Speech Communication 152, 102952, 2023 | 11 | 2023 |
| Evaluating the four-way performance trade-off for data stream classification in edge computing JF Lopes, EJ Santana, VGT da Costa, BB Zarpelão, SB Junior IEEE Transactions on Network and Service Management 17 (2), 1013-1025, 2020 | 10 | 2020 |
| Towards meta-learning for multi-target regression problems GJ Aguiar, EJ Santana, SM Mastelini, RG Mantovani, SB Júnior 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), 377-382, 2019 | 10 | 2019 |
| Photovoltaic generation forecast: Model training and adversarial attack aspects EJ Santana, RP Silva, BB Zarpelão, S Barbon Junior Brazilian conference on intelligent systems, 634-649, 2020 | 7 | 2020 |
| Evaluating the four-way performance trade-off for stream classification VG Turrisi da Costa, EJ Santana, JF Lopes, S Barbon Green, Pervasive, and Cloud Computing: 14th International Conference, GPC …, 2019 | 5 | 2019 |
| Right ventricular dysfunction patterns among patients with COVID-19 in the intensive care unit: a retrospective cohort analysis PA Sanchez, CT O’Donnell, N Francisco, EJ Santana, AR Moore, ... Annals of the American Thoracic Society 20 (10), 1465-1474, 2023 | 4 | 2023 |
| Advantages of multi-target modelling for spectral regression SB Junior, EJ Santana, AT Badaró, NA Borrás, DF Barbin Spectroscopic Techniques & Artificial Intelligence for Food and Beverage …, 2020 | 4 | 2020 |
| Stock Portfolio Prediction by Multi-Target Decision Support JAPR da Silva, EJ Santana, SM Mastelini, S Barbon Jr. Brazilian Symposium on Information Systems, 2018 | 4 | 2018 |
| 3D Imaging Reveals Complex Microvascular Remodeling in the Right Ventricle in Pulmonary Hypertension K Ichimura, M Boehm, AM Andruska, F Zhang, K Schimmel, S Bonham, ... Circulation Research 135 (1), 60-75, 2024 | 3 | 2024 |
| Identifying consistent echocardiographic thresholds for risk stratification in pulmonary arterial hypertension BE Celestin, SP Bagherzadeh, K Ichimura, EJ Santana, PA Sanchez, ... Pulmonary Circulation 14 (2), e12361, 2024 | 3 | 2024 |
| Feature-based clustering of the left ventricular strain curve for cardiovascular risk stratification in the general population E Ntalianis, N Cauwenberghs, F Sabovčik, E Santana, F Haddad, P Claus, ... Frontiers in Cardiovascular Medicine 10, 1263301, 2023 | 2 | 2023 |
Sylvio Barbon JuniorUniversity of Trieste, Department of Engineering and ArchitectureVerified email at dia.units.it
