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Stéfano Frizzo Stefenon

Instituto Politécnico de Lisboa

41H指数
125论文数
3.8K被引数
收录论文 48
发表时间
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CNN-transformer-based model explained by SHAP and multi-head attention weights for time series forecasting基于CNN-transformer模型的SHAP和多头注意力权重解释的时间序列预测
errScientific Reports
IF3.9
err2026-07-25
err0
errOAAI
errStefano Frizzo Stefenon; João Pedro Matos-Carvalho; Valderi Reis Quietinho Leithardt; Kin-Choong Yow
err分享
err收藏
Stacked graph attention network hypertuned by Heteroscedastic and Evolutionary Bayesian Optimization for fault identification on nuclear power plants robust to sensor drift通过异方差和进化贝叶斯优化超调的堆叠图注意力网络，用于对传感器漂移鲁棒的核电站故障识别
errScientific Reports
IF3.9
err2026-07-03
err0
errOAAI
errStefano Frizzo Stefenon; Kin-Choong Yow
err分享
err收藏
Optimized Harmonic-Multiscale Kolmogorov–Arnold Network denoised by EWT for hydroelectric dam useful volume forecast基于EWT优化的谐波-多尺度柯尔莫哥洛夫–阿尔诺德网络在水电大坝有效库容预测中的去噪应用
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
err分享
err收藏
Graph Attention Network with Mutual k-Nearest Neighbor Strategy for Predictive Maintenance in Nuclear Power Plants基于相互k近邻策略的图注意力网络在核电站预测性维护中的应用
errTechnologies
IF3.6
err2026-03-04
err0
errOAAI
errStefano Frizzo Stefenon; Laio Oriel Seman; Kin-Choong Yow
err分享
err收藏
Differentiable neural search architecture with zero-cost metrics for insulator fault prediction带零成本指标的绝缘子故障预测可微分神经网络搜索架构
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
err分享
err收藏
Input attention, squeeze and excitation, and spatial transformer of YOLO for fault detection using UAV输入YOLO的注意力机制、挤压与激励网络以及空间变换器，用于基于UAV的故障检测
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
err分享
err收藏
Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir用于水电站水库多节点时空预测的Fourier增强的序列到序列潜在图神经网络
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
err分享
err收藏
Sparse mixture of experts enhanced transformer architecture for short-term hydroelectric reservoir volume prediction专家稀疏混合增强型变压器体系结构，用于短期水电储层体积预测
errElectric Power Systems Research
IF4.2
err2026-01-21
err0
errOAAI
errLaio Oriel Seman; Kin-Choong Yow; Stefano Frizzo Stefenon
err分享
err收藏
Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models基于傅里叶增强的BiLSTM和神经加性模型的的多步短期太阳能预测
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
err分享
err收藏
Adaptive filter-driven optimized attention-based CNN-LSTM for load forecasting in microgrids自适应滤波驱动的优化注意力机制CNN-LSTM在微电网负荷预测中的应用
errResults in Engineering
IF7.9
err2025-10-02
err0
errOAAI
errStefano Frizzo Stefenon; Kin-Choong Yow
err分享
err收藏
Time series forecasting based on multi-criteria optimization for model and filter selection applied to hydroelectric power plants基于多准则优化进行模型和滤波器选择的水力发电厂时间序列预测
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
err分享
err收藏
Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network同时进行异常检测和预测性维护的零成本可微分架构搜索网络
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
err分享
err收藏
Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings条件扩散以增强不平衡数据工程图纸中的目标检测性能
errneural computing applications
IF0
err2025-07-15
err0
PREAI
errStefano Frizzo Stefenon; Marco Cristoforetti; Alessandro Cimatti
err分享
err收藏
Wind speed forecasting approach using conformal prediction and feature importance selection基于conformal prediction和特征重要性选择的风速预测方法
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
err分享
err收藏
The shallowest transparent and interpretable deep neural network for image recognition图像识别领域最浅层的透明且可解释的深度神经网络
errSCIENTIFIC REPORTS
IF3.9
err2025-04-22
err0
errOAAI
errSingh, Gurmail; Stefenon, Stefano Frizzo; Yow, Kin-Choong
err分享
err收藏
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.
err分享
err收藏
Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN时空风能预测：一项全面的综述和基于深度平衡模型的案例研究（与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
err分享
err收藏
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants用于水电站水库水位多水平预测的神经分层插值时间序列 (NHITS)
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
err分享
err收藏
Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants具有长短期记忆的超调谐小波卷积神经网络在水电站时间序列预测中的应用
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
err分享
err收藏
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models使用混合信号分解和优化的储层计算模型进行增强的多步水流序列预测
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
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
L
Leandro dos Santos Coelho
H 指数: 78 · 论文数: 604
V
Viviana Cocco Mariani
H 指数: 61 · 论文数: 322
A
Alessandro Cimatti
H 指数: 55 · 论文数: 376
M
M. Cristoforetti
H 指数: 38 · 论文数: 679
A
A.E. Ruano
H 指数: 34 · 论文数: 253
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