Everton Jose Santana
Everton Jose Santana
Visiting Instructor, Stanford University
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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
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
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
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
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
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
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
Using meta-learning for multi-target regression
GJ Aguiar, EJ Santana, AC de Carvalho, SB Junior
Information Sciences 584, 665-684, 2022
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
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
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
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
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
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
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
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
Stock Portfolio Prediction by Multi-Target Decision Support
JAPR da Silva, EJ Santana, SM Mastelini, S Barbon Jr.
Brazilian Symposium on Information Systems, 2018
Improving Reporting of Exercise Capacity Across Age Ranges Using Novel Workload Reference Equations
EJ Santana, JW Christle, N Cauwenberghs, JE Peterman, V Busque, ...
The American Journal of Cardiology 215, 32-41, 2024
Clinical and biochemical predictors of longitudinal changes in left atrial structure and function: A general population study
T Kuznetsova, Y Daels, E Ntalianis, EJ Santana, F Sabovčik, F Haddad, ...
Echocardiography 41 (2), e15780, 2024
Novel left ventricular mechanical index in pulmonary arterial hypertension
K Ichimura, EJ Santana, T Kuznetsova, N Cauwenberghs, F Sabovčik, ...
Pulmonary Circulation 13 (2), e12216, 2023
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