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Stéfano Frizzo Stefenon

polytechnic institute of lisbon

41H-index
127Paper Count
3.8KCitation Count
Published Papers 50
Publication Date
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Feature-engineered ensemble learning methods for insulator fault detection based on ultrasound signals
errEgyptian Informatics Journal
IF4.3
err2026-08-01
err0
PREAI
errSeman, Laio Oriel; Stefenon, Stefano Frizzo; Leithardt, Valderi Reis Quietinho; Santana, Juan Francisco De Paz; Yow, Kin-Choong
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errSave
CNN-transformer-based model explained by SHAP and multi-head attention weights for time series forecasting
errScientific Reports
IF3.9
err2026-07-25
err0
errOAAI
errStefano Frizzo Stefenon; João Pedro Matos-Carvalho; Valderi Reis Quietinho Leithardt; Kin-Choong Yow
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errSave
Stacked graph attention network hypertuned by Heteroscedastic and Evolutionary Bayesian Optimization for fault identification on nuclear power plants robust to sensor drift
errScientific Reports
IF3.9
err2026-07-03
err0
errOAAI
errStefano Frizzo Stefenon; Kin-Choong Yow
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errSave
Integrating pre-processing and generative adversarial networks into temporal fusion transformers for wind speed forecasting
errElectric Power Systems Research
IF4.2
err2026-07-01
err1
PREAI
errdos Santos, Arthur Henrique Roseira; Mariani, Viviana Cocco; Stefenon, Stefano Frizzo; Ribeiro, Matheus Henrique Dal Molin; Freire, Roberto Zanetti
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errSave
Optimized Harmonic-Multiscale Kolmogorov–Arnold Network denoised by EWT for hydroelectric dam useful volume forecast
errEnergy
IF9.4
err2026-05-04
err0
errOAAI
errStefano Frizzo Stefenon; Laio Oriel Seman; João Pedro Matos-Carvalho; Ademir Nied; Gabriel Villarrubia Gonzalez; Kin-Choong Yow
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errSave
Graph Attention Network with Mutual k-Nearest Neighbor Strategy for Predictive Maintenance in Nuclear Power Plants
errTechnologies
IF3.6
err2026-03-04
err0
errOAAI
errStefano Frizzo Stefenon; Laio Oriel Seman; Kin-Choong Yow
errShare
errSave
Differentiable neural search architecture with zero-cost metrics for insulator fault prediction
errResults in Engineering
IF7.9
err2026-02-25
err0
errOAAI
errLaio Oriel Seman; William Gouvêa Buratto; Gabriel Villarrubia Gonzalez; Valderi Reis Quietinho Leithardt; Ademir Nied; Stefano Frizzo Stefenon
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errSave
Input attention, squeeze and excitation, and spatial transformer of YOLO for fault detection using UAV
errAin Shams Engineering Journal
IF5.9
err2026-02-24
err0
errOAAI
errJoão Pedro Matos Carvalho; Stefano Frizzo Stefenon; Valderi Reis Quietinho Leithardt; Laio Oriel Seman; Kin-Choong Yow; Juan Francisco De Paz Santana
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errSave
Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir
errEngineering Applications of Artificial Intelligence
IF8
err2026-01-23
err0
errOAAI
errLaio Oriel Seman; Stefano Frizzo Stefenon; Kin-Choong Yow; Leandro dos Santos Coelho; Viviana Cocco Mariani
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errSave
Sparse mixture of experts enhanced transformer architecture for short-term hydroelectric reservoir volume prediction
errElectric Power Systems Research
IF4.2
err2026-01-21
err0
errOAAI
errLaio Oriel Seman; Kin-Choong Yow; Stefano Frizzo Stefenon
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errSave
Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models
errRenewable Energy
IF9.1
err2025-11-10
err0
errOAAI
errLaio Oriel Seman; Stefano Frizzo Stefenon; Kin-Choong Yow; Leandro dos Santos Coelho; Viviana Cocco Mariani
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errSave
Adaptive filter-driven optimized attention-based CNN-LSTM for load forecasting in microgrids
errResults in Engineering
IF7.9
err2025-10-02
err0
errOAAI
errStefano Frizzo Stefenon; Kin-Choong Yow
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errSave
Time series forecasting based on multi-criteria optimization for model and filter selection applied to hydroelectric power plants
errEnergy
IF9.4
err2025-09-30
err0
errOAAI
errRafael Ninno Muniz; Stefano Frizzo Stefenon; William Gouvêa Buratto; Ademir Nied; Rodolfo Cardoso; Cristina Keiko Yamaguchi; Kin-Choong Yow
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errSave
Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network
errComputers & Industrial Engineering
IF6.5
err2025-07-30
err0
errOAAI
errLaio Oriel Seman; Luiza Scapinello Aquino; Stefano Frizzo Stefenon; Kin-Choong Yow; Viviana Cocco Mariani; Leandro dos Santos Coelho
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errSave
Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings
errneural computing applications
IF0
err2025-07-15
err0
PREAI
errStefano Frizzo Stefenon; Marco Cristoforetti; Alessandro Cimatti
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errSave
Wind speed forecasting approach using conformal prediction and feature importance selection
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2025-07-01
err0
PREAI
errZuege, Cesar Vinicius; Stefenon, Stefano Frizzo; Yamaguchi, Cristina Keiko; Mariani, Viviana Cocco; Gonzalez, Gabriel Villarrubia; Coelho, Leandro dos Santos
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errSave
The shallowest transparent and interpretable deep neural network for image recognition
errSCIENTIFIC REPORTS
IF3.9
err2025-04-22
err0
errOAAI
errSingh, Gurmail; Stefenon, Stefano Frizzo; Yow, Kin-Choong
errShare
errSave
Deep Learning Approach for Automatic Heartbeat Classification
errSENSORS
IF3.5
err2025-02-25
err0
errOAAI
errGuerra, Roger de T.; Yamaguchi, Cristina K.; Stefenon, Stefano F.; Coelho, Leandro dos S.; Mariani, Viviana C.
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errSave
Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errLuiza Scapinello Aquino; Laio Oriel Seman; Viviana Cocco Mariani; Leandro Dos Santos Coelho; Stefano Frizzo Stefenon; Gabriel Villarrubia González
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errSave
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errStefenon, Stefano Frizzo; Seman, Laio Oriel; Yamaguchi, Cristina Keiko; Coelho, Leandro Dos Santos; Mariani, Viviana Cocco; Matos-Carvalho, Joao Pedro; Leithardt, Valderi Reis Quietinho
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Research Directions

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Co-authors
Cooperation Journals
L
Leandro dos Santos Coelho
H-index: 78 · Papers: 604
V
Viviana Cocco Mariani
H-index: 61 · Papers: 323
A
Alessandro Cimatti
H-index: 55 · Papers: 376
M
M. Cristoforetti
H-index: 38 · Papers: 686
A
A.E. Ruano
H-index: 34 · Papers: 253
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