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Everton Jose Santana
Everton Jose Santana
Visiting Instructor, Stanford University
Verified email at stanford.edu
Title
Cited by
Cited by
Year
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
342017
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
322018
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
302019
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
252020
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
252017
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
172021
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
132018
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
92021
Using meta-learning for multi-target regression
GJ Aguiar, EJ Santana, AC de Carvalho, SB Junior
Information Sciences 584, 665-684, 2022
82022
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
82020
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
72019
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
42020
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
32020
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
32019
Stock Portfolio Prediction by Multi-Target Decision Support
JAPR da Silva, EJ Santana, SM Mastelini, S Barbon Jr.
Brazilian Symposium on Information Systems, 2018
32018
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
22023
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
12023
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
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
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
2023
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