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Stéfano Frizzo Stefenon

university of regina

41H-index
123Paper Count
3.8KCitation Count
Published Papers 47
Publication Date
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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
errShare
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
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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.
errShare
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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Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants
errENERGY
IF9.4
err2024-12-01
err0
PREAI
errStefenon, Stefano Frizzo; Seman, Laio Oriel; da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err4
PREAI
errLarcher, Jose Henrique Kleinubing; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave
Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers
errSENSORS
IF3.5
err2024-11-15
err2
errOAAI
errTuleski, Bernardo Luis; Yamaguchi, Cristina Keiko; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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Research Directions

No research directions
Co-authors
Cooperation Journals
L
Leandro dos Santos Coelho
H-index: 78 · Papers: 604
V
Viviana Cocco Mariani
H-index: 61 · Papers: 322
A
Alessandro Cimatti
H-index: 55 · Papers: 376
M
M. Cristoforetti
H-index: 38 · Papers: 679
A
A.E. Ruano
H-index: 34 · Papers: 253
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