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
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
Using meta-learning for multi-target regression
GJ Aguiar, EJ Santana, AC de Carvalho, SB Junior
Information Sciences 584, 665-684, 2022
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
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
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
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
Stock Portfolio Prediction by Multi-Target Decision Support
JAPR da Silva, EJ Santana, SM Mastelini, S Barbon Jr.
Brazilian Symposium on Information Systems, 2018
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
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, 102952, 2023
Evaluation of Multi-Target Regression to Support Decision on Stock Portfolio Investment
EJ Santana, JAPR SIlva, SM Mastelini, S Barbon Jr
iSys-Revista Brasileira de Sistemas de Informação 12 (1), 2019
Comparative Measures of Physical Performance in Healthy Subjects and Patients With Subclinical Heart Failure or Coronary Artery Calcium in the Project Baseline Health Study
Z Ghazizadeh, AY Ling, N Cauwenberghs, E Santana, R Dudum, S Short, ...
Circulation 148 (Suppl_1), A16481-A16481, 2023
Reference Equations for Pulmonary Artery Size and Pulsatility Using Echocardiography in Pulmonary Arterial Hypertension
P bagherzadeh, B Celestin, E Santana, M Salerno, R Zamanian, ...
Circulation 148 (Suppl_1), A16351-A16351, 2023
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