| Artigo em conferência |
- Kleinubing Larcher, Jose Henrique; Da Silva, Ramon Gomes; Dal Molin Ribeiro, Matheus Henrique; Coelho, Leandro Dos Santos;
Mariani, Viviana Cocco. "Forecasting COVID-19 pandemic using an echo state neural network-based framework". 2021.
10.1109/IJCNN52387.2021.9533857
- Dal Molin Ribeiro, Matheus Henrique; da Silva, Ramon Gomes; Kleinubing Larcher, Jose Henrique; de Lima, Jose Donizetti; Mariani,
Viviana Cocco; Coelho, Leandro dos Santos. "Seasonal-trend and multiobjective ensemble learning model for water consumption
forecasting". 2021.
10.1109/IJCNN52387.2021.9534104
- Tessaro, Iron; Freire, Roberto Zanetti; Mariani, Viviana Cocco; Coelho, Leandro dos Santos. "Space and Time Efficiency Analysis
of Data-Driven Methods Applied to Embedded Systems". 2021.
10.1109/SSCI50451.2021.9660133
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| Artigo em revista |
- José Henrique Kleinübing Larcher; Stefano Frizzo Stefenon; Leandro dos Santos Coelho; Viviana Cocco Mariani. "Enhanced multi-step
streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models". Expert Systems
with Applications (2024): https://doi.org/10.1016/j.eswa.2024.124856.
10.1016/j.eswa.2024.124856
- Bernardo Luis Tuleski; CRISTINA KEIKO YAMAGUCHI; Stefano Frizzo Stefenon; Leandro dos Santos Coelho; Viviana Cocco Mariani.
"Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers". Sensors
(2024): https://www.mdpi.com/1424-8220/24/22/7316.
10.3390/s24227316
- Klaar, Anne Carolina Rodrigues; Seman, Laio Oriel; Mariani, Viviana Cocco; Coelho, Leandro dos Santos. "Random Convolutional
Kernel Transform with Empirical Mode Decomposition for Medium Voltage Insulator Classification Based on Ultrasound Sensor".
Preprints.org (2024): https://publons.com/wos-op/publon/65517298/.
10.20944/PREPRINTS202401.1543.V1
- Yamasaki Junior, Marcos; Freire, Roberto Zanetti; Seman, Laio Oriel; Stefenon, Stefano Frizzo; Mariani, Viviana Cocco; Coelho,
Leandro dos Santos. "Optimized hybrid ensemble learning approaches applied to very short-term load forecasting". International
Journal of Electrical Power & Energy Systems (2024): https://publons.com/wos-op/publon/64799226/.
10.1016/J.IJEPES.2023.109579
- Coelho, Leandro dos Santos; Ayala, Helon Vicente Hultmann; Mariani, Viviana Cocco. "CO and NOx emissions prediction in gas
turbine using a novel modeling pipeline based on the combination of deep forest regressor and feature engineering". Fuel
(2024): https://publons.com/wos-op/publon/65183801/.
10.1016/J.FUEL.2023.129366
- Silvio Cesar de Lima Nogueira; Stephan Hennings Och; Luis Mauro Moura; Eric Domingues; Leandro dos Santos Coelho; Viviana
Cocco Mariani. "Prediction of the NOx and CO2 emissions from an experimental dual fuel engine using optimized random forest
combined with feature engineering". Energy (2023): https://doi.org/10.1016/j.energy.2023.128066.
10.1016/j.energy.2023.128066
- André Armstrong Janino Cizotto; Rodrigo Clemente Thom de Souza; Viviana Cocco Mariani; Leandro dos Santos Coelho. "Web pages
from mockup design based on convolutional neural network and class activation mapping". Multimedia Tools and Applications
(2023): https://doi.org/10.1007/s11042-023-15108-3.
10.1007/s11042-023-15108-3
- Alan Naoto Tabata; Alessandro Zimmer; Leandro dos Santos Coelho; Viviana Cocco Mariani. "Analyzing CARLA ’s performance for
2D object detection and monocular depth estimation based on deep learning approaches". Expert Systems with Applications
(2023): https://doi.org/10.1016/j.eswa.2023.120200.
10.1016/j.eswa.2023.120200
- Dal Molin Ribeiro, Matheus Henrique; da Silva, Ramon Gomes; Ribeiro, Gabriel Trierweiler; Mariani, Viviana Cocco; Coelho,
Leandro dos Santos. "Cooperative ensemble learning model improves electric short-term load forecasting". Chaos, Solitons
& Fractals (2023): https://publons.com/wos-op/publon/53370332/.
10.1016/J.CHAOS.2022.112982
- Aquino da Silva, Luiza Scapinello; Souza Lucio, Yan Lieven; Coelho, Leandro dos Santos; Mariani, Viviana Cocco; Rao, Ravipudi
Venkata. "A comprehensive review on Jaya optimization algorithm". Artificial Intelligence Review (2023): https://publons.com/wos-op/publon/54275011/.
10.1007/S10462-022-10234-0
- Seman, Laio Oriel; Stefenon, Stefano Frizzo; Mariani, Viviana Cocco; Coelho, Leandro dos Santos. "Ensemble learning methods
using the Hodrick-Prescott filter for fault forecasting in insulators of the electrical power grids". International Journal
of Electrical Power & Energy Systems (2023): https://publons.com/wos-op/publon/60921220/.
10.1016/J.IJEPES.2023.109269
- Colaco, Andrey Barbosa; Mariani, Viviana Cocco; Salem, Mohamed Reda; Coelho, Leandro dos Santos. "Maximizing the thermal performance
index applying evolutionary multi-objective optimization approaches for double pipe heat exchanger". Applied Thermal Engineering
(2022): https://publons.com/wos-op/publon/50897883/.
10.1016/J.APPLTHERMALENG.2022.118504
- Ribeiro, Matheus Henrique Dal Molin; da Silva, Ramon Gomes; Moreno, Sinvaldo Rodrigues; Mariani, Viviana Cocco; Coelho, Leandro
dos Santos. "Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting". International
Journal of Electrical Power & Energy Systems (2022): https://publons.com/wos-op/publon/50083920/.
10.1016/J.IJEPES.2021.107712
- Leite, Vinicius Reisdorfer; Fontana, Eliton; Mariani, Viviana Cocco. "Optimization of operating conditions of the Fischer-Tropsch
synthesis based on multi-objective differential evolution algorithm". Journal of the Brazilian Society of Mechanical Sciences
and Engineering (2022): https://publons.com/wos-op/publon/54275266/.
10.1007/S40430-022-03785-4
- Silva, Ramon Gomes da; Moreno, Sinvaldo Rodrigues; Ribeiro, Matheus Henrique Dal Molin; Larcher, Jose Henrique Kleinuebing;
Mariani, Viviana Cocco; Coelho, Leandro dos Santos. "Multi-step short-term wind speed forecasting based on multi-stage decomposition
coupled with stacking-ensemble learning approach". International Journal of Electrical Power & Energy Systems (2022):
https://publons.com/wos-op/publon/53453283/.
10.1016/J.IJEPES.2022.108504
- Morais, Marcia de Fatima; Ribeiro, Matheus Henrique Dal Molin; da Silva, Ramon Gomes; Mariani, Viviana Cocco; Coelho, Leandro
dos Santos. "Discrete differential evolution metaheuristics for permutation flow shop scheduling problems". Computers &
Industrial Engineering (2022): https://publons.com/wos-op/publon/57425959/.
10.1016/J.CIE.2022.107956
- Iurk, Matheus Amplatz; Och, Stephan Hennings; Moura, Luis Mauro; Mariani, Viviana Cocco; Domingues, Eric. "Maximizing volumetric
efficiency using stochastic optimization techniques for internal combustion engines". Applied Thermal Engineering (2021):
https://publons.com/wos-op/publon/53272501/.
10.1016/J.APPLTHERMALENG.2021.117603
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