% Publications by Stefano Frizzo Stefenon
% Generated from the publications webpage on 2026-09-17.
% BibTeX keys correspond to the publication IDs used on the webpage.
% DOI-backed records use DOI registration metadata; records without a DOI
% were transcribed from the citations displayed on the webpage.


@article{StefenonJ92, title={Integrating pre-processing and generative adversarial networks into temporal fusion transformers for wind speed forecasting}, volume={264}, ISSN={0378-7796}, url={https://doi.org/10.1016/j.epsr.2026.113838}, DOI={10.1016/j.epsr.2026.113838}, journal={Electric Power Systems Research}, publisher={Elsevier BV}, author={Roseira dos Santos, Arthur Henrique and Cocco Mariani, Viviana and Frizzo Stefenon, Stefano and Henrique Dal Molin Ribeiro, Matheus and Zanetti Freire, Roberto}, year={2027}, month=mar, pages={113838} }

@article{StefenonJ91, title={Optimized Wavelet‐Denoised Temporal Convolutional Network for Multi‐Step Ahead Predictions in Power Systems}, volume={20}, ISSN={1751-8695}, url={https://doi.org/10.1049/gtd2.70398}, DOI={10.1049/gtd2.70398}, number={1}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Buratto, William Gouvêa and Gonzalez, Gabriel Villarrubia and Yamaguchi, Cristina Keiko and Nied, Ademir and Yow, Kin‐Choong and Stefenon, Stefano Frizzo}, year={2026}, month=jan }

@article{StefenonJ90, title={CNN-transformer-based model explained by SHAP and multi-head attention weights for time series forecasting}, ISSN={2045-2322}, url={https://doi.org/10.1038/s41598-026-63013-0}, DOI={10.1038/s41598-026-63013-0}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stefano Frizzo and Matos-Carvalho, João Pedro and Leithardt, Valderi Reis Quietinho and Yow, Kin-Choong}, year={2026}, month=jul }

@article{StefenonJ89, title={Feature-engineered ensemble learning methods for insulator fault detection based on ultrasound signals}, volume={35}, ISSN={1110-8665}, url={https://doi.org/10.1016/j.eij.2026.101038}, DOI={10.1016/j.eij.2026.101038}, journal={Egyptian Informatics Journal}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Leithardt, Valderi Reis Quietinho and De Paz Santana, Juan Francisco and Yow, Kin-Choong}, year={2026}, month=sep, pages={101038} }

@article{StefenonJ88, title={Optimized Harmonic-Multiscale Kolmogorov–Arnold Network denoised by EWT for hydroelectric dam useful volume forecast}, volume={356}, ISSN={0360-5442}, url={https://doi.org/10.1016/j.energy.2026.141214}, DOI={10.1016/j.energy.2026.141214}, journal={Energy}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Matos-Carvalho, João Pedro and Nied, Ademir and Gonzalez, Gabriel Villarrubia and Yow, Kin-Choong}, year={2026}, month=aug, pages={141214} }

@article{StefenonJ87, title={Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models}, volume={257}, ISSN={0960-1481}, url={https://doi.org/10.1016/j.renene.2025.124738}, DOI={10.1016/j.renene.2025.124738}, journal={Renewable Energy}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Yow, Kin-Choong and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2026}, month=feb, pages={124738} }

@article{StefenonJ86, title={Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir}, volume={167}, ISSN={0952-1976}, url={https://doi.org/10.1016/j.engappai.2026.113939}, DOI={10.1016/j.engappai.2026.113939}, journal={Engineering Applications of Artificial Intelligence}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Yow, Kin-Choong and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2026}, month=mar, pages={113939} }

@article{StefenonJ85, title={Differentiable neural search architecture with zero-cost metrics for insulator fault prediction}, volume={29}, ISSN={2590-1230}, url={https://doi.org/10.1016/j.rineng.2026.109716}, DOI={10.1016/j.rineng.2026.109716}, journal={Results in Engineering}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Buratto, William Gouvêa and Gonzalez, Gabriel Villarrubia and Leithardt, Valderi Reis Quietinho and Nied, Ademir and Stefenon, Stefano Frizzo}, year={2026}, month=mar, pages={109716} }

@article{StefenonJ84, title={Input attention, squeeze and excitation, and spatial transformer of YOLO for fault detection using UAV}, volume={17}, ISSN={2090-4479}, url={https://doi.org/10.1016/j.asej.2026.104067}, DOI={10.1016/j.asej.2026.104067}, number={3}, journal={Ain Shams Engineering Journal}, publisher={Elsevier BV}, author={Carvalho, João Pedro Matos and Stefenon, Stefano Frizzo and Leithardt, Valderi Reis Quietinho and Seman, Laio Oriel and Yow, Kin-Choong and Santana, Juan Francisco De Paz}, year={2026}, month=mar, pages={104067} }

@article{StefenonJ83, title={End-to-End Decomposition-Aware Neural Architecture Search With Sparse Expert Transformers for Thermal Energy Forecasting}, volume={14}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2026.3689436}, DOI={10.1109/access.2026.3689436}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Pedro Matos-Carvalho, João and Nied, Ademir and Yow, Kin-Choong}, year={2026}, pages={67765–67787} }

@article{StefenonJ82, title={Hybrid Kalman Filter-Kolmogorov-Arnold Network Using Local Interpretable Model-Agnostic Explanations for Photovoltaic Power Forecasting}, volume={7}, ISSN={2661-8907}, url={https://doi.org/10.1007/s42979-026-04823-x}, DOI={10.1007/s42979-026-04823-x}, number={4}, journal={SN Computer Science}, publisher={Springer Science and Business Media LLC}, author={Carvalho, João Pedro Matos and Stefenon, Stefano Frizzo and Ribeiro, Matheus Henrique Dal Molin and Yow, Kin-Choong}, year={2026}, month=mar }

@article{StefenonJ81, title={Patch-Based Transformer With Mixture of Experts and Conformal Inference for Curtailment Time Series Forecasting}, volume={14}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2026.3686958}, DOI={10.1109/access.2026.3686958}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Heidrich, Mikhail Zimmer and Reis, Mari Aurora Favero and Yamaguchi, Cristina Keiko and Seman, Laio Oriel and Stefenon, Stefano Frizzo}, year={2026}, pages={64144–64160} }

@article{StefenonJ80, title={Decomposition-driven Mamba state space models with expert routing for wind curtailment forecasting}, volume={260}, ISSN={0378-7796}, url={https://doi.org/10.1016/j.epsr.2026.113259}, DOI={10.1016/j.epsr.2026.113259}, journal={Electric Power Systems Research}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Matos-Carvalho, João Pedro}, year={2026}, month=nov, pages={113259} }

@article{StefenonJ79, title={Multi-Scale Convolutional Chebyshev Kolmogorov-Arnold Networks Using Conformal Prediction for Photovoltaic Power Forecasting}, volume={14}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2026.3694780}, DOI={10.1109/access.2026.3694780}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Takara, Lucas de Azevedo and Souza, Rodrigo Clemente Thom de and Mariani, Viviana Cocco and Coelho, Leandro Dos Santos and Stefenon, Stefano Frizzo}, year={2026}, pages={81170–81194} }

@article{StefenonJ78, title={Sparse mixture of experts enhanced transformer architecture for short-term hydroelectric reservoir volume prediction}, volume={255}, ISSN={0378-7796}, url={https://doi.org/10.1016/j.epsr.2026.112754}, DOI={10.1016/j.epsr.2026.112754}, journal={Electric Power Systems Research}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Yow, Kin-Choong and Stefenon, Stefano Frizzo}, year={2026}, month=jun, pages={112754} }

@article{StefenonJ77, title={Graph Attention Network with Mutual k-Nearest Neighbor Strategy for Predictive Maintenance in Nuclear Power Plants}, volume={14}, ISSN={2227-7080}, url={https://doi.org/10.3390/technologies14010026}, DOI={10.3390/technologies14010026}, number={1}, journal={Technologies}, publisher={MDPI AG}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Yow, Kin-Choong}, year={2026}, month=jan, pages={26} }

@article{StefenonJ76, title={Stacked graph attention network hypertuned by Heteroscedastic and Evolutionary Bayesian Optimization for fault identification on nuclear power plants robust to sensor drift}, ISSN={2045-2322}, url={https://doi.org/10.1038/s41598-026-60045-4}, DOI={10.1038/s41598-026-60045-4}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stefano Frizzo and Yow, Kin-Choong}, year={2026}, month=jul }

@article{StefenonJ75, title={An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting}, ISSN={2943-9981}, url={https://doi.org/10.1002/aidi.202500236}, DOI={10.1002/aidi.202500236}, journal={Advanced Intelligent Discovery}, publisher={Wiley}, author={Buratto, William Gouvêa and Gonzalez, Gabriel Villarrubia and Nied, Ademir and Seman, Laio Oriel and Klaar, Anne Carolina Rodrigues and Stefenon, Stefano Frizzo}, year={2026}, month=apr }

@article{StefenonJ74, title={Machine Learning and Deep Learning-Based Condition Assessment of Outdoor Ceramic Insulators: A Comprehensive Review}, ISSN={1558-4135}, url={https://doi.org/10.1109/TDEI.2026.3693222}, DOI={10.1109/tdei.2026.3693222}, journal={IEEE Transactions on Dielectrics and Electrical Insulation}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, Stefano F. and El-Hag, Ayman and Bagheri, Mehdi and Shaban, Khaled and Kordi, Behzad and Ghunem, Refat and Kornhuber, Stefan}, year={2026}, pages={1–1} }

@article{StefenonJ73, title={Diffusion-augmented YOLO26-Swin cascaded framework with hybrid SHAP-CAM for autonomous power grid inspection}, volume={6}, ISSN={2730-616X}, url={https://doi.org/10.1007/s43684-026-00135-2}, DOI={10.1007/s43684-026-00135-2}, number={1}, journal={Autonomous Intelligent Systems}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stefano Frizzo and Matos-Carvalho, João Pedro and Mariani, Viviana Cocco and dos Santos Coelho, Leandro and Yow, Kin-Choong}, year={2026}, month=jun }

@article{StefenonJ72, title={Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods}, volume={281}, ISSN={0957-4174}, url={https://doi.org/10.1016/j.eswa.2025.127532}, DOI={10.1016/j.eswa.2025.127532}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Cristoforetti, Marco and Cimatti, Alessandro}, year={2025}, month=jul, pages={127532} }

@article{StefenonJ71, title={Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings}, volume={37}, ISSN={1433-3058}, url={https://doi.org/10.1007/s00521-025-11458-1}, DOI={10.1007/s00521-025-11458-1}, number={24}, journal={Neural Computing and Applications}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stefano Frizzo and Cristoforetti, Marco and Cimatti, Alessandro}, year={2025}, month=jul, pages={20335–20364} }

@article{StefenonJ70, title={Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network}, volume={208}, ISSN={0360-8352}, url={https://doi.org/10.1016/j.cie.2025.111412}, DOI={10.1016/j.cie.2025.111412}, journal={Computers \& Industrial Engineering}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Aquino, Luiza Scapinello and Stefenon, Stefano Frizzo and Yow, Kin-Choong and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2025}, month=oct, pages={111412} }

@article{StefenonJ69, title={Adaptive filter-driven optimized attention-based CNN-LSTM for load forecasting in microgrids}, volume={28}, ISSN={2590-1230}, url={https://doi.org/10.1016/j.rineng.2025.107470}, DOI={10.1016/j.rineng.2025.107470}, journal={Results in Engineering}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Yow, Kin-Choong}, year={2025}, month=dec, pages={107470} }

@article{StefenonJ68, title={The shallowest transparent and interpretable deep neural network for image recognition}, volume={15}, ISSN={2045-2322}, url={https://doi.org/10.1038/s41598-025-92945-2}, DOI={10.1038/s41598-025-92945-2}, number={1}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Singh, Gurmail and Stefenon, Stefano Frizzo and Yow, Kin-Choong}, year={2025}, month=apr }

@article{StefenonJ67, title={Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN}, volume={13}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2025.3586997}, DOI={10.1109/access.2025.3586997}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Aquino, Luiza Scapinello and Seman, Laio Oriel and Mariani, Viviana Cocco and Coelho, Leandro Dos Santos and Stefenon, Stefano Frizzo and González, Gabriel Villarrubia}, year={2025}, pages={131461–131482} }

@article{StefenonJ66, title={Enhanced Random Vector Functional Link Networks With Bayesian-Based Hyperparameter Optimization for Wind Speed Forecasting}, volume={13}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2025.3640434}, DOI={10.1109/access.2025.3640434}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Seman, Laio Oriel and Carolina Rodrigues Klaar, Anne and Henrique Dal Molin Ribeiro, Matheus and Frizzo Stefenon, Stefano}, year={2025}, pages={208105–208122} }

@article{StefenonJ65, title={Enhanced insulator fault detection using optimized ensemble of deep learning models based on weighted boxes fusion}, volume={168}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2025.110682}, DOI={10.1016/j.ijepes.2025.110682}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Singh, Gurmail and Yow, Kin-Choong}, year={2025}, month=jul, pages={110682} }

@article{StefenonJ64, title={Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants}, volume={13}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2025.3554446}, DOI={10.1109/access.2025.3554446}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Yamaguchi, Cristina Keiko and Coelho, Leandro Dos Santos and Mariani, Viviana Cocco and Matos-Carvalho, João Pedro and Leithardt, Valderi Reis Quietinho}, year={2025}, pages={54853–54865} }

@article{StefenonJ63, title={Time series forecasting based on multi-criteria optimization for model and filter selection applied to hydroelectric power plants}, volume={337}, ISSN={0360-5442}, url={https://doi.org/10.1016/j.energy.2025.138688}, DOI={10.1016/j.energy.2025.138688}, journal={Energy}, publisher={Elsevier BV}, author={Muniz, Rafael Ninno and Stefenon, Stefano Frizzo and Buratto, William Gouvêa and Nied, Ademir and Cardoso, Rodolfo and Yamaguchi, Cristina Keiko and Yow, Kin-Choong}, year={2025}, month=nov, pages={138688} }

@article{StefenonJ62, title={Wind speed forecasting approach using conformal prediction and feature importance selection}, volume={168}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2025.110700}, DOI={10.1016/j.ijepes.2025.110700}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Zuege, Cesar Vinicius and Stefenon, Stefano Frizzo and Yamaguchi, Cristina Keiko and Mariani, Viviana Cocco and Gonzalez, Gabriel Villarrubia and Coelho, Leandro dos Santos}, year={2025}, month=jul, pages={110700} }

@article{StefenonJ61, title={Deep Learning Approach for Automatic Heartbeat Classification}, volume={25}, ISSN={1424-8220}, url={https://doi.org/10.3390/s25051400}, DOI={10.3390/s25051400}, number={5}, journal={Sensors}, publisher={MDPI AG}, author={Guerra, Roger de T. and Yamaguchi, Cristina K. and Stefenon, Stefano F. and Coelho, Leandro dos S. and Mariani, Viviana C.}, year={2025}, month=feb, pages={1400} }

@article{StefenonJ60, title={Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants}, volume={313}, ISSN={0360-5442}, url={https://doi.org/10.1016/j.energy.2024.133918}, DOI={10.1016/j.energy.2024.133918}, journal={Energy}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and da Silva, Evandro Cardozo and Finardi, Erlon Cristian and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2024}, month=dec, pages={133918} }

@article{StefenonJ59, title={Hypertuned temporal fusion transformer for multi-horizon time series forecasting of dam level in hydroelectric power plants}, volume={157}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2024.109876}, DOI={10.1016/j.ijepes.2024.109876}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and da Silva, Luiza Scapinello Aquino and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2024}, month=jun, pages={109876} }

@article{StefenonJ58, title={Hypertuned-YOLO for interpretable distribution power grid fault location based on EigenCAM}, volume={15}, ISSN={2090-4479}, url={https://doi.org/10.1016/j.asej.2024.102722}, DOI={10.1016/j.asej.2024.102722}, number={6}, journal={Ain Shams Engineering Journal}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Klaar, Anne Carolina Rodrigues and Ovejero, Raúl García and Leithardt, Valderi Reis Quietinho}, year={2024}, month=jun, pages={102722} }

@article{StefenonJ57, title={Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models}, volume={255}, ISSN={0957-4174}, url={https://doi.org/10.1016/j.eswa.2024.124856}, DOI={10.1016/j.eswa.2024.124856}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Larcher, José Henrique Kleinübing and Stefenon, Stefano Frizzo and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2024}, month=dec, pages={124856} }

@article{StefenonJ56, title={Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition}, volume={292}, ISSN={0360-5442}, url={https://doi.org/10.1016/j.energy.2024.130493}, DOI={10.1016/j.energy.2024.130493}, journal={Energy}, publisher={Elsevier BV}, author={Moreno, Sinvaldo Rodrigues and Seman, Laio Oriel and Stefenon, Stefano Frizzo and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2024}, month=apr, pages={130493} }

@article{StefenonJ55, title={Enhancing hydroelectric inflow prediction in the Brazilian power system: A comparative analysis of machine learning models and hyperparameter optimization for decision support}, volume={230}, ISSN={0378-7796}, url={https://doi.org/10.1016/j.epsr.2024.110275}, DOI={10.1016/j.epsr.2024.110275}, journal={Electric Power Systems Research}, publisher={Elsevier BV}, author={da Silva, Evandro Cardozo and Finardi, Erlon Cristian and Stefenon, Stefano Frizzo}, year={2024}, month=may, pages={110275} }

@article{StefenonJ54, title={Optimized hybrid ensemble learning approaches applied to very short-term load forecasting}, volume={155}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2023.109579}, DOI={10.1016/j.ijepes.2023.109579}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Yamasaki, Marcos and Freire, Roberto Zanetti and Seman, Laio Oriel and Stefenon, Stefano Frizzo and Mariani, Viviana Cocco and dos Santos Coelho, Leandro}, year={2024}, month=jan, pages={109579} }

@article{StefenonJ53, title={Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting}, volume={54}, ISSN={1573-7497}, url={https://doi.org/10.1007/s10489-024-05331-2}, DOI={10.1007/s10489-024-05331-2}, number={4}, journal={Applied Intelligence}, publisher={Springer Science and Business Media LLC}, author={Ribeiro, Matheus Henrique Dal Molin and da Silva, Ramon Gomes and Moreno, Sinvaldo Rodrigues and Canton, Cristiane and Larcher, José Henrique Kleinübing and Stefenon, Stefano Frizzo and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2024}, month=feb, pages={3119–3134} }

@article{StefenonJ52, title={Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers}, volume={24}, ISSN={1424-8220}, url={https://doi.org/10.3390/s24227316}, DOI={10.3390/s24227316}, number={22}, journal={Sensors}, publisher={MDPI AG}, author={Tuleski, Bernardo Luis and Yamaguchi, Cristina Keiko and Stefenon, Stefano Frizzo and Coelho, Leandro dos Santos and Mariani, Viviana Cocco}, year={2024}, month=nov, pages={7316} }

@article{StefenonJ51, title={Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants}, volume={274}, ISSN={0360-5442}, url={https://doi.org/10.1016/j.energy.2023.127350}, DOI={10.1016/j.energy.2023.127350}, journal={Energy}, publisher={Elsevier BV}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Aquino, Luiza Scapinello and Coelho, Leandro dos Santos}, year={2023}, month=jul, pages={127350} }

@article{StefenonJ50, title={Optimized hybrid YOLOu‐Quasi‐ProtoPNet for insulators classification}, volume={17}, ISSN={1751-8695}, url={https://doi.org/10.1049/gtd2.12886}, DOI={10.1049/gtd2.12886}, number={15}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Stefenon, Stefano Frizzo and Singh, Gurmail and Souza, Bruno José and Freire, Roberto Zanetti and Yow, Kin‐Choong}, year={2023}, month=jun, pages={3501–3511} }

@article{StefenonJ49, title={Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction}, volume={23}, ISSN={1424-8220}, url={https://doi.org/10.3390/s23136118}, DOI={10.3390/s23136118}, number={13}, journal={Sensors}, publisher={MDPI AG}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Sopelsa Neto, Nemesio Fava and Meyer, Luiz Henrique and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=jul, pages={6118} }

@article{StefenonJ48, title={Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices}, volume={16}, ISSN={1996-1073}, url={https://doi.org/10.3390/en16031371}, DOI={10.3390/en16031371}, number={3}, journal={Energies}, publisher={MDPI AG}, author={Stefenon, Stefano Frizzo and Seman, Laio Oriel and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=jan, pages={1371} }

@article{StefenonJ47, title={Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids}, volume={152}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2023.109269}, DOI={10.1016/j.ijepes.2023.109269}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Seman, Laio Oriel and Stefenon, Stefano Frizzo and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=oct, pages={109269} }

@article{StefenonJ46, title={Practical Validation of a New Analytical Method for the Analysis of Power Transmission Lines at Steady State}, volume={11}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2023.3303410}, DOI={10.1109/access.2023.3303410}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Cabral, Sérgio Henrique Lopes and Stefenon, Stefano Frizzo and Ovejero, Raúl García and Leithardt, Valderi Reis Quietinho}, year={2023}, pages={87667–87675} }

@article{StefenonJ45, title={Interpretable visual transmission lines inspections using pseudo-prototypical part network}, volume={34}, ISSN={1432-1769}, url={https://doi.org/10.1007/s00138-023-01390-6}, DOI={10.1007/s00138-023-01390-6}, number={3}, journal={Machine Vision and Applications}, publisher={Springer Science and Business Media LLC}, author={Singh, Gurmail and Stefenon, Stefano Frizzo and Yow, Kin-Choong}, year={2023}, month=apr }

@article{StefenonJ44, title={Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV}, volume={148}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2023.108982}, DOI={10.1016/j.ijepes.2023.108982}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Souza, Bruno José and Stefenon, Stefano Frizzo and Singh, Gurmail and Freire, Roberto Zanetti}, year={2023}, month=jun, pages={108982} }

@article{StefenonJ43, title={Evaluation of visible contamination on power grid insulators using convolutional neural networks}, volume={105}, ISSN={1432-0487}, url={https://doi.org/10.1007/s00202-023-01915-2}, DOI={10.1007/s00202-023-01915-2}, number={6}, journal={Electrical Engineering}, publisher={Springer Science and Business Media LLC}, author={Corso, Marcelo Picolotto and Stefenon, Stefano Frizzo and Singh, Gurmail and Matsuo, Marcos Vinicius and Perez, Fábio Luis and Leithardt, Valderi Reis Quietinho}, year={2023}, month=jul, pages={3881–3894} }

@article{StefenonJ42, title={Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction}, volume={23}, ISSN={1424-8220}, url={https://doi.org/10.3390/s23063202}, DOI={10.3390/s23063202}, number={6}, journal={Sensors}, publisher={MDPI AG}, author={Klaar, Anne Carolina Rodrigues and Stefenon, Stefano Frizzo and Seman, Laio Oriel and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=mar, pages={3202} }

@article{StefenonJ41, title={Structure Optimization of Ensemble Learning Methods and Seasonal Decomposition Approaches to Energy Price Forecasting in Latin America: A Case Study about Mexico}, volume={16}, ISSN={1996-1073}, url={https://doi.org/10.3390/en16073184}, DOI={10.3390/en16073184}, number={7}, journal={Energies}, publisher={MDPI AG}, author={Klaar, Anne Carolina Rodrigues and Stefenon, Stefano Frizzo and Seman, Laio Oriel and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=mar, pages={3184} }

@article{StefenonJ40, title={Complex graph neural networks for medication interaction verification}, volume={44}, ISSN={1875-8967}, url={https://doi.org/10.3233/JIFS-223656}, DOI={10.3233/jifs-223656}, number={6}, journal={Journal of Intelligent \& Fuzzy Systems}, publisher={SAGE Publications}, author={Westarb, Gustavo and Stefenon, Stefano Frizzo and Hoppe, Aurélio Faustino and Sartori, Andreza and Klaar, Anne Carolina Rodrigues and Leithardt, Valderi Reis Quietinho}, year={2023}, month=jun, pages={10383–10395} }

@article{StefenonJ39, title={Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks}, volume={13}, ISSN={2045-2322}, url={https://doi.org/10.1038/s41598-023-43972-4}, DOI={10.1038/s41598-023-43972-4}, number={1}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Starke, Leandro and Hoppe, Aurélio Faustino and Sartori, Andreza and Stefenon, Stefano Frizzo and Santana, Juan Francisco De Paz and Leithardt, Valderi Reis Quietinho}, year={2023}, month=oct }

@article{StefenonJ38,
  author  = {Surek, Guilherme Augusto Silva and Seman, Laio Oriel and Stefenon, Stefano Frizzo and Mariani, Viviana Cocco and Coelho, Leandro dos Santos},
  title   = {Video-Based Human Activity Recognition Using Deep Learning Approaches},
  journal = {Sensors},
  volume  = {23},
  number  = {14},
  pages   = {6384},
  doi     = {10.3390/s23146384},
  url     = {https://doi.org/10.3390/s23146384},
  year    = {2023}
}

@article{StefenonJ37, title={Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data}, volume={16}, ISSN={1999-4893}, url={https://doi.org/10.3390/a16090396}, DOI={10.3390/a16090396}, number={9}, journal={Algorithms}, publisher={MDPI AG}, author={Wilbert, Henrique José and Hoppe, Aurélio Faustino and Sartori, Andreza and Stefenon, Stefano Frizzo and Silva, Luís Augusto}, year={2023}, month=aug, pages={396} }

@article{StefenonJ36, title={Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model}, volume={23}, ISSN={1424-8220}, url={https://doi.org/10.3390/s23094512}, DOI={10.3390/s23094512}, number={9}, journal={Sensors}, publisher={MDPI AG}, author={Borré, Andressa and Seman, Laio Oriel and Camponogara, Eduardo and Stefenon, Stefano Frizzo and Mariani, Viviana Cocco and Coelho, Leandro dos Santos}, year={2023}, month=may, pages={4512} }

@article{StefenonJ35, title={OCR Applied for Identification of Vehicles with Irregular Documentation Using IoT}, volume={12}, ISSN={2079-9292}, url={https://doi.org/10.3390/electronics12051083}, DOI={10.3390/electronics12051083}, number={5}, journal={Electronics}, publisher={MDPI AG}, author={Glasenapp, Luiz Alfonso and Hoppe, Aurélio Faustino and Wisintainer, Miguel Alexandre and Sartori, Andreza and Stefenon, Stefano Frizzo}, year={2023}, month=feb, pages={1083} }

@article{StefenonJ34, title={Echo state network applied for classification of medium voltage insulators}, volume={134}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2021.107336}, DOI={10.1016/j.ijepes.2021.107336}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Stefenon, Stéfano Frizzo and Seman, Laio Oriel and Sopelsa Neto, Nemesio Fava and Meyer, Luiz Henrique and Nied, Ademir and Yow, Kin-Choong}, year={2022}, month=jan, pages={107336} }

@article{StefenonJ33, title={Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam}, volume={202}, ISSN={0378-7796}, url={https://doi.org/10.1016/j.epsr.2021.107584}, DOI={10.1016/j.epsr.2021.107584}, journal={Electric Power Systems Research}, publisher={Elsevier BV}, author={Stefenon, Stéfano Frizzo and Ribeiro, Matheus Henrique Dal Molin and Nied, Ademir and Yow, Kin-Choong and Mariani, Viviana Cocco and Coelho, Leandro dos Santos and Seman, Laio Oriel}, year={2022}, month=jan, pages={107584} }

@article{StefenonJ32, title={Classification of distribution power grid structures using inception v3 deep neural network}, volume={104}, ISSN={1432-0487}, url={https://doi.org/10.1007/s00202-022-01641-1}, DOI={10.1007/s00202-022-01641-1}, number={6}, journal={Electrical Engineering}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stefano Frizzo and Yow, Kin-Choong and Nied, Ademir and Meyer, Luiz Henrique}, year={2022}, month=sep, pages={4557–4569} }

@article{StefenonJ31, title={Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures}, volume={22}, ISSN={1424-8220}, url={https://doi.org/10.3390/s22134859}, DOI={10.3390/s22134859}, number={13}, journal={Sensors}, publisher={MDPI AG}, author={Stefenon, Stefano Frizzo and Singh, Gurmail and Yow, Kin-Choong and Cimatti, Alessandro}, year={2022}, month=jun, pages={4859} }

@article{StefenonJ30, title={Classification of insulators using neural network based on computer vision}, volume={16}, ISSN={1751-8695}, url={https://doi.org/10.1049/gtd2.12353}, DOI={10.1049/gtd2.12353}, number={6}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Stefenon, Stéfano Frizzo and Corso, Marcelo Picolotto and Nied, Ademir and Perez, Fabio Luis and Yow, Kin‐Choong and Gonzalez, Gabriel Villarrubia and Leithardt, Valderi Reis Quietinho}, year={2021}, month=dec, pages={1096–1107} }

@article{StefenonJ29, title={Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods}, volume={10}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2022.3161506}, DOI={10.1109/access.2022.3161506}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, Stefano Frizzo and Bruns, Rafael and Sartori, Andreza and Meyer, Luiz Henrique and Ovejero, Raul Garcia and Leithardt, Valderi Reis Quietinho}, year={2022}, pages={33980–33991} }

@article{StefenonJ28, title={Optimal design of electrical power distribution grid spacers using finite element method}, volume={16}, ISSN={1751-8695}, url={https://doi.org/10.1049/gtd2.12425}, DOI={10.1049/gtd2.12425}, number={9}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Stefenon, Stéfano Frizzo and Seman, Laio Oriel and Pavan, Bruno Antonio and Ovejero, Raúl García and Leithardt, Valderi Reis Quietinho}, year={2022}, month=feb, pages={1865–1876} }

@article{StefenonJ27, title={Particle swarm optimization for design of insulators of distribution power system based on finite element method}, volume={104}, ISSN={1432-0487}, url={https://doi.org/10.1007/s00202-021-01332-3}, DOI={10.1007/s00202-021-01332-3}, number={2}, journal={Electrical Engineering}, publisher={Springer Science and Business Media LLC}, author={Stefenon, Stéfano Frizzo and Furtado Neto, Clodoaldo Schutel and Coelho, Thiago Spindola and Nied, Ademir and Yamaguchi, Cristina Keiko and Yow, Kin-Choong}, year={2021}, month=jun, pages={615–622} }

@article{StefenonJ26, title={Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models}, volume={22}, ISSN={1424-8220}, url={https://doi.org/10.3390/s22166121}, DOI={10.3390/s22166121}, number={16}, journal={Sensors}, publisher={MDPI AG}, author={Sopelsa Neto, Nemesio Fava and Stefenon, Stefano Frizzo and Meyer, Luiz Henrique and Ovejero, Raúl García and Leithardt, Valderi Reis Quietinho}, year={2022}, month=aug, pages={6121} }

@article{StefenonJ25, title={Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19}, volume={42}, ISSN={1875-8967}, url={https://doi.org/10.3233/JIFS-212788}, DOI={10.3233/jifs-212788}, number={6}, journal={Journal of Intelligent \& Fuzzy Systems}, publisher={SAGE Publications}, author={Fernandes, Filipe and Stefenon, Stéfano Frizzo and Seman, Laio Oriel and Nied, Ademir and Ferreira, Fernanda Cristina Silva and Subtil, Maria Cristina Mazzetti and Klaar, Anne Carolina Rodrigues and Leithardt, Valderi Reis Quietinho}, year={2022}, month=apr, pages={6221–6234} }

@article{StefenonJ24, title={Wavelet LSTM for Fault Forecasting in Electrical Power Grids}, volume={22}, ISSN={1424-8220}, url={https://doi.org/10.3390/s22218323}, DOI={10.3390/s22218323}, number={21}, journal={Sensors}, publisher={MDPI AG}, author={Branco, Nathielle Waldrigues and Cavalca, Mariana Santos Matos and Stefenon, Stefano Frizzo and Leithardt, Valderi Reis Quietinho}, year={2022}, month=oct, pages={8323} }

@article{StefenonJ23, title={Low-Cost CNN for Automatic Violence Recognition on Embedded System}, volume={10}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2022.3155123}, DOI={10.1109/access.2022.3155123}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Vieira, Joelton Cezar and Sartori, Andreza and Stefenon, Stefano Frizzo and Perez, Fabio Luis and de Jesus, Gabriel Schneider and Leithardt, Valderi Reis Quietinho}, year={2022}, pages={25190–25202} }

@article{StefenonJ22, title={Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current}, volume={42}, ISSN={1875-8967}, url={https://doi.org/10.3233/JIFS-211126}, DOI={10.3233/jifs-211126}, number={4}, journal={Journal of Intelligent \& Fuzzy Systems}, publisher={SAGE Publications}, author={Medeiros, Alessandro and Sartori, Andreza and Stefenon, Stéfano Frizzo and Meyer, Luiz Henrique and Nied, Ademir}, year={2022}, month=mar, pages={3285–3298} }

@article{StefenonJ21, title={Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting}, volume={9}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2021.3076410}, DOI={10.1109/access.2021.3076410}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, Stefano Frizzo and Ribeiro, Matheus Henrique Dal Molin and Nied, Ademir and Mariani, Viviana Cocco and Coelho, Leandro Dos Santos and Leithardt, Valderi Reis Quietinho and Silva, Luis Augusto and Seman, Laio Oriel}, year={2021}, pages={66387–66397} }

@article{StefenonJ20, title={Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers}, volume={40}, ISSN={1875-8967}, url={https://doi.org/10.3233/JIFS-201279}, DOI={10.3233/jifs-201279}, number={1}, journal={Journal of Intelligent \& Fuzzy Systems}, publisher={SAGE Publications}, author={Stefenon, Stéfano Frizzo and Kasburg, Christopher and Freire, Roberto Zanetti and Silva Ferreira, Fernanda Cristina and Bertol, Douglas Wildgrube and Nied, Ademir}, year={2021}, month=jan, pages={1083–1096} }

@article{StefenonJ19, title={A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound}, volume={11}, ISSN={2076-3417}, url={https://doi.org/10.3390/app11041592}, DOI={10.3390/app11041592}, number={4}, journal={Applied Sciences}, publisher={MDPI AG}, author={Sopelsa Neto, Nemesio Fava and Stefenon, Stéfano Frizzo and Meyer, Luiz Henrique and Bruns, Rafael and Nied, Ademir and Seman, Laio Oriel and Gonzalez, Gabriel Villarrubia and Leithardt, Valderi Reis Quietinho and Yow, Kin-Choong}, year={2021}, month=feb, pages={1592} }

@article{StefenonJ18, title={Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision}, volume={10}, ISSN={2073-431X}, url={https://doi.org/10.3390/computers10090112}, DOI={10.3390/computers10090112}, number={9}, journal={Computers}, publisher={MDPI AG}, author={Corso, Marcelo Picolotto and Perez, Fabio Luis and Stefenon, Stéfano Frizzo and Yow, Kin-Choong and García Ovejero, Raúl and Leithardt, Valderi Reis Quietinho}, year={2021}, month=sep, pages={112} }

@article{StefenonJ17, title={Experimental Comparison of Preferential vs. Common Delta Connections for the Star-Delta Starting of Induction Motors}, volume={14}, ISSN={1996-1073}, url={https://doi.org/10.3390/en14051318}, DOI={10.3390/en14051318}, number={5}, journal={Energies}, publisher={MDPI AG}, author={Itajiba, José Augusto and Varnier, Cézar Armando Cunha and Cabral, Sergio Henrique Lopes and Stefenon, Stéfano Frizzo and Leithardt, Valderi Reis Quietinho and Ovejero, Raúl García and Nied, Ademir and Yow, Kin-Choong}, year={2021}, month=mar, pages={1318} }

@article{StefenonJ16, title={Practical Aspects of the Skin Effect in Low Frequencies in Rectangular Conductors}, volume={9}, ISSN={2169-3536}, url={https://doi.org/10.1109/ACCESS.2021.3069821}, DOI={10.1109/access.2021.3069821}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Cabral, Sergio H. L. and Bertoli, Savio L. and Medeiros, Alessandro and Hillesheim, Crisleine Regina and De Souza, Carolina K. and Stefenon, Stefano Frizzo and Nied, Ademir and Leithardt, Valderi Reis Quietinho and Gonzalez, Gabriel Villarrubia}, year={2021}, pages={49424–49433} }

@article{StefenonJ15, title={Static Attitude Determination Using Convolutional Neural Networks}, volume={21}, ISSN={1424-8220}, url={https://doi.org/10.3390/s21196419}, DOI={10.3390/s21196419}, number={19}, journal={Sensors}, publisher={MDPI AG}, author={dos Santos, Guilherme Henrique and Seman, Laio Oriel and Bezerra, Eduardo Augusto and Leithardt, Valderi Reis Quietinho and Mendes, André Sales and Stefenon, Stéfano Frizzo}, year={2021}, month=sep, pages={6419} }

@article{StefenonJ14, title={Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions}, volume={67}, ISSN={1557-9948}, url={https://doi.org/10.1109/TIE.2019.2926044}, DOI={10.1109/tie.2019.2926044}, number={6}, journal={IEEE Transactions on Industrial Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, Stefano Frizzo and Grebogi, Rafael Bartnik and Freire, Roberto Zanetti and Nied, Ademir and Meyer, Luiz Henrique}, year={2020}, month=jun, pages={5170–5178} }

@article{StefenonJ13, title={Wavelet group method of data handling for fault prediction in electrical power insulators}, volume={123}, ISSN={0142-0615}, url={https://doi.org/10.1016/j.ijepes.2020.106269}, DOI={10.1016/j.ijepes.2020.106269}, journal={International Journal of Electrical Power \& Energy Systems}, publisher={Elsevier BV}, author={Stefenon, Stéfano Frizzo and Dal Molin Ribeiro, Matheus Henrique and Nied, Ademir and Mariani, Viviana Cocco and Coelho, Leandro dos Santos and Menegat da Rocha, Diovana Fátima and Grebogi, Rafael Bartnik and Ruano, António Eduardo de Barros}, year={2020}, month=dec, pages={106269} }

@article{StefenonJ12, title={Hybrid deep learning for power generation forecasting in active solar trackers}, volume={14}, ISSN={1751-8695}, url={https://doi.org/10.1049/iet-gtd.2020.0814}, DOI={10.1049/iet-gtd.2020.0814}, number={23}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Frizzo Stefenon, Stéfano and Kasburg, Christopher and Nied, Ademir and Rodrigues Klaar, Anne Carolina and Silva Ferreira, Fernanda Cristina and Waldrigues Branco, Nathielle}, year={2020}, month=oct, pages={5667–5674} }

@article{StefenonJ11, title={Fault detection in insulators based on ultrasonic signal processing using a hybrid deep learning technique}, volume={14}, ISSN={1751-8830}, url={https://doi.org/10.1049/iet-smt.2020.0083}, DOI={10.1049/iet-smt.2020.0083}, number={10}, journal={IET Science, Measurement \& Technology}, publisher={Institution of Engineering and Technology (IET)}, author={Frizzo Stefenon, Stéfano and Zanetti Freire, Roberto and Henrique Meyer, Luiz and Picolotto Corso, Marcelo and Sartori, Andreza and Nied, Ademir and Rodrigues Klaar, Anne Carolina and Yow, Kin-Choong}, year={2020}, month=dec, pages={953–961} }

@article{StefenonJ10, title={Analysis of training techniques of ANN for classification of insulators in electrical power systems}, volume={14}, ISSN={1751-8695}, url={https://doi.org/10.1049/iet-gtd.2019.1579}, DOI={10.1049/iet-gtd.2019.1579}, number={8}, journal={IET Generation, Transmission \& Distribution}, publisher={Institution of Engineering and Technology (IET)}, author={Frizzo Stefenon, Stéfano and Waldrigues Branco, Nathielle and Nied, Ademir and Wildgrube Bertol, Douglas and Cristian Finardi, Erlon and Sartori, Andreza and Henrique Meyer, Luiz and Bartnik Grebogi, Rafael}, year={2020}, month=mar, pages={1591–1597} }

@article{StefenonJ9, title={Electric Field Evaluation Using the Finite Element Method and Proxy Models for the Design of Stator Slots in a Permanent Magnet Synchronous Motor}, volume={9}, ISSN={2079-9292}, url={https://doi.org/10.3390/electronics9111975}, DOI={10.3390/electronics9111975}, number={11}, journal={Electronics}, publisher={MDPI AG}, author={Frizzo Stefenon, Stéfano and Seman, Laio Oriel and Schutel Furtado Neto, Clodoaldo and Nied, Ademir and Seganfredo, Darlan Mateus and Garcia da Luz, Felipe and Sabino, Pablo Henrique and Torreblanca González, José and Quietinho Leithardt, Valderi Reis}, year={2020}, month=nov, pages={1975} }

@article{StefenonJ8, title={Electrical Insulator Fault Forecasting Based on a Wavelet Neuro-Fuzzy System}, volume={13}, ISSN={1996-1073}, url={https://doi.org/10.3390/en13020484}, DOI={10.3390/en13020484}, number={2}, journal={Energies}, publisher={MDPI AG}, author={Frizzo Stefenon, Stéfano and Zanetti Freire, Roberto and dos Santos Coelho, Leandro and Meyer, Luiz Henrique and Bartnik Grebogi, Rafael and Gouvêa Buratto, William and Nied, Ademir}, year={2020}, month=jan, pages={484} }

@article{StefenonJ7, title={Tools for Measuring Energy Sustainability: A Comparative Review}, volume={13}, ISSN={1996-1073}, url={https://doi.org/10.3390/en13092366}, DOI={10.3390/en13092366}, number={9}, journal={Energies}, publisher={MDPI AG}, author={Ninno Muniz, Rafael and Frizzo Stefenon, Stéfano and Gouvêa Buratto, William and Nied, Ademir and Meyer, Luiz Henrique and Finardi, Erlon Cristian and Marino Kühl, Ricardo and Silva de Sá, José Alberto and Ramati Pereira da Rocha, Brigida}, year={2020}, month=may, pages={2366} }

@article{StefenonJ6, title={Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning}, volume={13}, ISSN={1996-1073}, url={https://doi.org/10.3390/en13195190}, DOI={10.3390/en13195190}, number={19}, journal={Energies}, publisher={MDPI AG}, author={Ribeiro, Matheus and Stefenon, Stéfano and de Lima, José and Nied, Ademir and Mariani, Viviana and Coelho, Leandro}, year={2020}, month=oct, pages={5190} }

@article{StefenonJ5, title={FEM Applied to Evaluation of the Influence of Electric Field on Design of the Stator Slots in PMSM}, volume={17}, ISSN={1548-0992}, url={https://doi.org/10.1109/TLA.2019.8891883}, DOI={10.1109/tla.2019.8891883}, number={04}, journal={IEEE Latin America Transactions}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stefenon, S. and Nied, A.}, year={2019}, month=apr, pages={590–596} }

@article{StefenonJ4, title={Fault diagnosis of insulators from ultrasound detection using neural networks}, volume={37}, ISSN={1875-8967}, url={https://doi.org/10.3233/JIFS-190013}, DOI={10.3233/jifs-190013}, number={5}, journal={Journal of Intelligent \& Fuzzy Systems}, publisher={SAGE Publications}, author={Frizzo Stefenon, Stéfano and Silva, Marcelo Campos and Bertol, Douglas Wildgrube and Meyer, Luiz Henrique and Nied, Ademir}, year={2019}, month=oct, pages={6655–6664} }

@article{StefenonJ3, title={Deep Learning for Photovoltaic Generation Forecast in Active Solar Trackers}, volume={17}, ISSN={1548-0992}, url={https://doi.org/10.1109/TLA.2019.9011546}, DOI={10.1109/tla.2019.9011546}, number={12}, journal={IEEE Latin America Transactions}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Kasburg, Christopher and Frizzo Stefenon, Stéfano}, year={2019}, month=dec, pages={2013–2019} }

@article{StefenonJ2, title={Analysis of the Electric Field in Porcelain Pin-Type Insulators via Finite Elements Software}, volume={16}, ISSN={1548-0992}, url={https://doi.org/10.1109/TLA.2018.8795129}, DOI={10.1109/tla.2018.8795129}, number={10}, journal={IEEE Latin America Transactions}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Frizzo Stefenon, Stefano and Policarpo Americo, Jonatas and Henrique Meyer, Luiz and Bartnik Grebogi, Rafael and Nied, Ademir}, year={2018}, month=oct, pages={2505–2512} }

@article{StefenonJ1, title={Evaluation of Methods for Electric Field Calculation in Transmission Lines}, volume={16}, ISSN={1548-0992}, url={https://doi.org/10.1109/TLA.2018.8804264}, DOI={10.1109/tla.2018.8804264}, number={12}, journal={IEEE Latin America Transactions}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Picolotto Corso, Marcelo and Frizzo Stefenon, Stefano and Couto, Vitor Fernando and Lopes Cabral, Sergio Henrique and Nied, Ademir}, year={2018}, month=dec, pages={2970–2976} }

@inproceedings{StefenonC10,
  author    = {Silva, A. A. and Gonzalez, G. V. and Stefenon, S. F. and Ribeiro, M. H. D. M.},
  title     = {Optimized Cluster-Wise Deep Learning Framework for Multi-Horizon Solar Radiation Forecasting},
  booktitle = {International Conference on AI and Emerging Technology for Sustainable Future},
  volume    = {2},
  pages     = {1--5},
  address   = {Catania, Italy},
  publisher = {IEEE},
  year      = {2026}
}

@inproceedings{StefenonC9,
  author    = {Bortolini, V. and Silva, A. A. and Gonzalez, G. V. and Stefenon, S. F. and Ribeiro, M. H. D. M.},
  title     = {Multi-Horizon Wind Speed Forecasting Using {VMD-PSO} and Deep Learning Models},
  booktitle = {International Conference on AI and Emerging Technology for Sustainable Future},
  volume    = {2},
  pages     = {1--5},
  address   = {Catania, Italy},
  publisher = {IEEE},
  year      = {2026}
}

@inproceedings{StefenonC8, title={Optimized Gaussian Large Language Model (LLM) Reprogrammed for Temporal Predictions}, url={https://doi.org/10.1109/IE69249.2026.11539046}, DOI={10.1109/ie69249.2026.11539046}, booktitle={2026 22nd International Conference on Intelligent Environments (IE)}, publisher={IEEE}, author={Stefenon, Stefano Frizzo and Matos-Carvalho, João P. and Seman, Laio Oriel and Leithardt, Valderi R. Q. and Yow, Kin-Choong}, year={2026}, month=jun, pages={1–8} }

@inproceedings{StefenonC7, title={N-BEATS neural network applied for insulator fault prediction considering EMD methods}, url={https://doi.org/10.1109/ICECCME64568.2025.11277686}, DOI={10.1109/iceccme64568.2025.11277686}, booktitle={2025 5th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}, publisher={IEEE}, author={Matos-Carvalho, João P. and Stefenon, Stefano Frizzo and Yow, Kin-Choong and Ovejero, Raúl García and Leithardt, Valderi R. Q.}, year={2025}, month=oct, pages={1–6} }

@inbook{StefenonC6, title={Are Graph Neural Networks Better than Standard Classifiers?}, ISBN={9783031994746}, ISSN={2194-5365}, url={https://doi.org/10.1007/978-3-031-99474-6_4}, DOI={10.1007/978-3-031-99474-6_4}, booktitle={New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence}, publisher={Springer Nature Switzerland}, author={Yamaguchi, Cristina Keiko and Stefenon, Stefano Frizzo and Santana, Juan Francisco De Paz and Leithardt, Valderi Reis Quietinho}, year={2025}, pages={36–47} }

@inbook{StefenonC5, title={Towards Automatic Digitalization of Railway Engineering Schematics}, ISBN={9783031475467}, ISSN={1611-3349}, url={https://doi.org/10.1007/978-3-031-47546-7_31}, DOI={10.1007/978-3-031-47546-7_31}, booktitle={AIxIA 2023 – Advances in Artificial Intelligence}, publisher={Springer Nature Switzerland}, author={Stefenon, Stefano Frizzo and Cristoforetti, Marco and Cimatti, Alessandro}, year={2023}, pages={453–466} }

@misc{StefenonC4,
  author       = {Stefenon, S. F.},
  title        = {Emergency Prevention in Hydroelectric Plants Using Ensemble Models},
  howpublished = {Workshop Nazionale per il Trasferimento Tecnologico e l'Alta Formazione},
  address      = {Verona, Italy},
  institution  = {Universit\`a degli Studi di Verona},
  pages        = {1},
  year         = {2022}
}

@inproceedings{StefenonC3,
  author    = {Kasburg, C. and Stefenon, S. F.},
  title     = {Evaluation of the Efficiency of Photovoltaic Power Plants Using Dual-Axis Solar Tracker},
  booktitle = {II EDUPALA -- International Congress on Pertinent Knowledge for Education in Latin America},
  pages     = {1267},
  address   = {Lages, Brazil},
  publisher = {UNIPLAC},
  year      = {2018}
}

@inproceedings{StefenonC2,
  author    = {Americo, J. P. and Stefenon, S. F. and Lima, J. D.},
  title     = {Meta-Analysis and Systematic Mapping of the Application of Multicriteria Decision-Making Techniques in the Energy Sector},
  booktitle = {VIII Brazilian Congress of Production Engineering},
  pages     = {1--11},
  address   = {Ponta Grossa, Brazil},
  publisher = {ConBRePro},
  year      = {2018}
}

@inproceedings{StefenonC1,
  author    = {Branco, E. O. and Yamaguchi, C. K. and Stefenon, S. F.},
  title     = {Relation of Assistive Technology and Independence in the Support System for the Visually Impaired},
  booktitle = {II EDUPALA -- International Congress on Pertinent Knowledge for Education in Latin America},
  pages     = {1276},
  address   = {Lages, Brazil},
  publisher = {UNIPLAC},
  year      = {2018}
}

@book{StefenonB4,
  author    = {Americo, J. P. and Stefenon, S. F.},
  title     = {Practical Classes in the Electricity Laboratory},
  publisher = {EDUNIPLAC},
  address   = {Lages, Brazil},
  pages     = {93},
  isbn      = {978-85-89237-27-7},
  year      = {2019}
}

@book{StefenonB3,
  author    = {Americo, J. P. and Cabral, S. H. L. and Stefenon, S. F.},
  title     = {Study of Partial Discharge Measurement in Power Transformers},
  publisher = {Lambert Academic Publishing},
  address   = {Saarbrucken, Germany},
  pages     = {101},
  isbn      = {978-3-330-33094-8},
  year      = {2017}
}

@book{StefenonB2,
  author    = {Ciocari, E. and Stefenon, S. F. and Leite, J. A. N.},
  title     = {Challenges in the Operation of Hydroelectric Plants in the Uruguay River Basin},
  publisher = {Alternativa},
  address   = {Rio de Janeiro, Brazil},
  pages     = {70},
  isbn      = {978-8-563-74952-9},
  year      = {2016}
}

@book{StefenonB1,
  author    = {Stefenon, S. F. and Meyer, L. H.},
  title     = {Inspection of Electrical Distribution Network},
  publisher = {Lambert Academic Publishing},
  address   = {Saarbrucken, Germany},
  pages     = {80},
  isbn      = {978-3-659-81204-0},
  year      = {2015}
}