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E

Erick Giovani Sperandio Nascimento

university of surrey

19H-index
144Paper Count
1.5KCitation Count
Published Papers 26
Publication Date
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Fuzzy identification of transitional flow patterns in core annular multiphase flows using Computational Fluid Dynamics
errChemical Engineering Research and Design
IF3.9
err2026-02-25
err0
errOAAI
errPatrick Lima; Leonardo Silva de Souza; Leizer Schnitman; Galdir Damasceno Reges; Teófilo Paiva Guimarães Mendes; Erick Giovani Sperandio Nascimento; Idelfonso Nogueira
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Transformer-based large language foundation models for text generation: A comprehensive literature review for different languages and application domains
errInformation Processing & Management
IF6.9
err2025-11-20
err0
PREAI
errRaphael Souza de Oliveira; Erick Giovani Sperandio Nascimento
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errSave
A quantum neural network model for short term wind speed forecasting using weather data
errEnergy and AI
IF9.6
err2025-08-09
err0
errOAAI
errOtto Menegasso Pires; Erick Giovani Sperandio Nascimento; Marcelo A. Moret
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errSave
Analysing similarities between legal court documents using natural language processing approaches based on transformers
errPLOS ONE
IF2.6
err2025-04-08
err0
errOAAI
errOliveira, Raphael Souza de; Nascimento, Erick Giovani Sperandio
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Evolutionary-enhanced quantum supervised learning model
errJOURNAL OF SUPERCOMPUTING
IF2.7
err2025-01-11
err1
errOAAI
errSimen, Anton; Bloot, Rodrigo; Pires, Otto M.; Nascimento, Erick G. Sperandio
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errSave
A Custom Reinforcement Learning Environment for Hybrid Renewable Energy Systems: Design and Implementation
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errDalton F. Guedes Filho; Marcelo A. Moret; Erick G. Sperandio Nascimento
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errSave
Challenges of the Biopharmaceutical Industry in the Application of Prescriptive Maintenance in the Industry 4.0 Context: A Comprehensive Literature Review
errSENSORS
IF3.5
err2024-11-07
err0
errOAAI
errde Carvalho, Johnderson Nogueira; da Silva, Felipe Rodrigues; Nascimento, Erick Giovani Sperandio
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errSave
Stochastic Modeling for Assessing the Reliability and Availability of Drone-Based Surveillance Systems
err18TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE, SYSCON 2024
IF0
err2024-04-15
err0
PREAI
errLins, Luan; Nascimento, Erick; Dantas, Jamilson; Araujo, Jean; Maciel, Paulo
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errSave
A transformer-based deep neural network with wavelet transform for forecasting wind speed and wind energy
errENERGY
IF9.4
err2023-09-01
err55
errOAAI
errNascimento, Erick Giovani Sperandio; de Melo, Talison A. C.; Moreira, Davidson M.
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errSave
Renewable Energy Generation Technologies for Decarbonizing Urban Vertical Buildings: A Path towards Net Zero
errSUSTAINABILITY
IF3.3
err2023-08-29
err12
errOAAI
errde Oliveira, Raphael Souza; de Oliveira, Meire Jane Lima; Nascimento, Erick Giovani Sperandio; Sampaio, Renelson; Nascimento Filho, Aloisio Santos; Saba, Hugo
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errSave
Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2023-01-30
err7
errOAAI
errPagano, Tiago P.; Loureiro, Rafael B.; Lisboa, Fernanda V. N.; Cruz, Gustavo O. R.; Peixoto, Rodrigo M.; Guimaraes, Guilherme A. de Sousa; Oliveira, Ewerton L. S.; Winkler, Ingrid; Nascimento, Erick G. Sperandio
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errSave
Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2023-01-13
err69
errOAAI
errPagano, Tiago P.; Loureiro, Rafael B.; Lisboa, Fernanda V. N.; Peixoto, Rodrigo M.; Guimaraes, Guilherme A. S.; Cruz, Gustavo O. R.; Araujo, Maira M.; Santos, Lucas L.; Cruz, Marco A. S.; Oliveira, Ewerton L. S.; Winkler, Ingrid; Nascimento, Erick G. S.
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errSave
Remote Heart Rate Prediction in Virtual Reality Head-Mounted Displays Using Machine Learning Techniques
errSENSORS
IF3.5
err2022-12-05
err4
errOAAI
errPagano, Tiago Palma; dos Santos, Lucas Lisboa; Santos, Victor Rocha; Miranda Sa, Paulo H.; Bonfim, Yasmin da Silva; Dantas Paranhos, Jose Vinicius; Ortega, Lucas Lemos; Santana Nascimento, Lian F.; Santos, Alexandre; Ronnau, Maikel Maciel; Winkler, Ingrid; Sperandio Nascimento, Erick G.
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errSave
Coastal-urban meteorology: A sensitivity study using the WRF-urban model
errURBAN CLIMATE
IF6.9
err2022-07-01
err9
errOAAI
errKitagawa, Yasmin Kaore Lago; Albuquerque, Taciana Toledo de Almeida; Kumar, Prashant; Nascimento, Erick Giovani Sperandio; Moreira, Davidson Martins
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errSave
A Light Deep Learning Algorithm for CT Diagnosis of COVID-19 Pneumonia
errDIAGNOSTICS
IF3.3
err2022-06-23
err7
errOAAI
errFurtado, Adhvan; Campos da Purificacao, Carlos Alberto; Badaro, Roberto; Sperandio Nascimento, Erick Giovani
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errSave
aLong-range correlations of the wind speed in a northeast region of Brazil
errENERGY
IF9.4
err2022-03-01
err0
PREAI
errde Souza, Noele Bissoli Perini; dos Santos, Jose Vicente Cardoso; Nascimento, Erick Giovani Sperandio; Santos, Alex Alisson Bandeira; Moreira, Davidson Martins
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errSave
Wind mapping using the mesoscale WRF model in a tropical region of Brazil
errENERGY
IF9.4
err2022-02-01
err10
PREAI
errPerini de Souza, Noele Bissoli; Sperandio Nascimento, Erick Giovani; Bandeira Santos, Alex Alisson; Moreira, Davidson Martins
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errSave
Exposure and dose assessment of school children to air pollutants in a tropical coastal-urban area
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2022-01-01
err13
errOAAI
errLago Kitagawa, Yasmin Kaore; Kumar, Prashant; Galvao, Elson Silva; Santos, Jane Meri; Reis Jr, Neyval Costa; Sperandio Nascimento, Erick Giovani; Moreira, Davidson Martins
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errSave
Source apportionment modelling of PM2.5 using CMAQ-ISAM over a tropical coastal-urban area
errATMOSPHERIC POLLUTION RESEARCH
IF3.5
err2021-12-01
err31
errOAAI
errLago Kitagawa, Yasmin Kaore; Pedruzzi, Rizzieri; Galvao, Elson Silva; de Araujo, Igor Baptista; de Almeida Alburquerque, Taciana Toledo; Kumar, Prashant; Sperandio Nascimento, Erick Giovani; Moreira, Davidson Martins
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errSave
An investigation on deep learning and wavelet transform to nowcast wind power and wind power ramp: A case study in Brazil and Uruguay
errENERGY
IF9.4
err2021-09-01
err35
PREAI
errZucatelli, P. J.; Nascimento, E. G. S.; Santos, A. A. B.; Arce, A. M. G.; Moreira, D. M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Prashant Kumar
H-index: 83 · Papers: 792
R
Roberto Badaró
H-index: 53 · Papers: 225
P
Paulo Maciel
H-index: 33 · Papers: 413
D
Davidson Martins Moreira
H-index: 27 · Papers: 253
A
Alexandre Rosa dos Santos
H-index: 26 · Papers: 318
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