FRIZZO STEFENON, STEFANO
FRIZZO STEFENON, STEFANO
DMIF - DIPARTIMENTO DI SCIENZE MATEMATICHE, INFORMATICHE E FISICHE
A study of multilayer perceptron networks applied to classification of ceramic insulators using ultrasound
2021-01-01 Neto, N. F. S.; Stefenon, S. F.; Meyer, L. H.; Bruns, R.; Nied, A.; Seman, L. O.; Gonzalez, G. V.; Leithardt, V. R. Q.; Yow, K. -C.
Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices
2023-01-01 Stefenon, Stefano Frizzo; Seman, Laio Oriel; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
Analysis of the ultrasonic signal in polymeric contaminated insulators through ensemble learning methods
2022-01-01 Stefenon, Stefano Frizzo; Bruns, Rafael; Sartori, Andreza; Meyer, Luiz Henrique; Ovejero, Raul Garcia; Leithardt, Valderi Reis Quietinho
Classification of contaminated insulators using k-nearest neighbors based on computer vision
2021-01-01 Corso, M. P.; Perez, F. L.; Stefenon, S. F.; Yow, K. -C.; Ovejero, R. G.; Leithardt, V. R. Q.
Classification of distribution power grid structures using inception v3 deep neural network
2022-01-01 FRIZZO STEFENON, Stefano; Yow, K. -C.; Nied, A.; Meyer, L. H.
Classification of insulators using neural network based on computer vision
2022-01-01 FRIZZO STEFENON, Stefano; Corso, M. P.; Nied, A.; Perez, F. L.; Yow, K. -C.; Gonzalez, G. V.; Leithardt, V. R. Q.
Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current
2022-01-01 Medeiros, Alessandro; Sartori, Andreza; Stefenon, Stéfano Frizzo; Meyer, Luiz Henrique; Nied, Ademir
Complex graph neural networks for medication interaction verification
2023-01-01 Westarb, Gustavo; Stefenon, Stefano Frizzo; Hoppe, Aurélio Faustino; Sartori, Andreza; Klaar, Anne Carolina Rodrigues; Leithardt, Valderi Reis Quietinho
Detection and classification of cracks and potholes in road images using texture descriptors
2023-01-01 Fernandes, Anita Maria da Rocha; Cassaniga, Mateus Junior; Passos, Bianka Tallita; Comunello, Eros; Stefenon, Stefano Frizzo; Leithardt, Valderi Reis Quietinho
Development of Measurement Device and Data Acquisition for Electric Vehicle
2021-01-01 Pinto, H. S.; Americo, J. P.; Leal, O. E. S.; Stefenon, S. F.
Echo state network applied for classification of medium voltage insulators
2022-01-01 FRIZZO STEFENON, Stefano; Seman, L. O.; Sopelsa Neto, N. F.; Meyer, L. H.; Nied, A.; Yow, K. -C.
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
2024-01-01 Larcher, J. H. K.; Stefenon Frizzo, S.; Coelho, L. D. S.; Mariani, V. C.
Enhancing hydroelectric inflow prediction in the Brazilian power system: A comparative analysis of machine learning models and hyperparameter optimization for decision support
2024-01-01 Cardozo da Silva, E.; Finardi, E. C.; Frizzo Stefenon, S.
Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids
2023-01-01 Seman, Laio Oriel; Stefenon, Stefano Frizzo; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
Evaluation of visible contamination on power grid insulators using convolutional neural networks
2023-01-01 Corso, Mp; Frizzo Stefenon, S; Singh, G; Matsuo, Mv; Perez, Fl; Leithardt, V. Q.
Experimental comparison of preferential vs. Common delta connections for the star-delta starting of induction motors
2021-01-01 Itajiba, J. A.; Varnier, C. A. C.; Cabral, S. H. L.; Stefenon, S. F.; Leithardt, V. R. Q.; Ovejero, R. G.; Nied, A.; Yow, K. -C.
Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models
2022-01-01 Fava Sopelsa Neto, Nemesio; FRIZZO STEFENON, Stefano; Henrique Meyer, Luiz; García Ovejero, Raúl; Reis Quietinho Leithardt, Valderi
Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction
2023-01-01 Stefenon, Stefano Frizzo; Seman, Laio Oriel; Sopelsa Neto, Nemesio Fava; Meyer, Luiz Henrique; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting
2021-01-01 Stefenon, S. F.; Ribeiro, M. H. D. M.; Nied, A.; Mariani, V. C.; Coelho, L. D. S.; Leithardt, V. R. Q.; Silva, L. A.; Seman, L. O.
Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV
2023-01-01 Souza, B. J.; Stefenon Frizzo, S.; Singh, G; Freire, R. Z.
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
A study of multilayer perceptron networks applied to classification of ceramic insulators using ultrasound | 1-gen-2021 | Neto, N. F. S.; Stefenon, S. F.; Meyer, L. H.; Bruns, R.; Nied, A.; Seman, L. O.; Gonzalez, G. V.; Leithardt, V. R. Q.; Yow, K. -C. | |
Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices | 1-gen-2023 | Stefenon, Stefano Frizzo; Seman, Laio Oriel; Mariani, Viviana Cocco; Coelho, Leandro dos Santos | |
Analysis of the ultrasonic signal in polymeric contaminated insulators through ensemble learning methods | 1-gen-2022 | Stefenon, Stefano Frizzo; Bruns, Rafael; Sartori, Andreza; Meyer, Luiz Henrique; Ovejero, Raul Garcia; Leithardt, Valderi Reis Quietinho | |
Classification of contaminated insulators using k-nearest neighbors based on computer vision | 1-gen-2021 | Corso, M. P.; Perez, F. L.; Stefenon, S. F.; Yow, K. -C.; Ovejero, R. G.; Leithardt, V. R. Q. | |
Classification of distribution power grid structures using inception v3 deep neural network | 1-gen-2022 | FRIZZO STEFENON, Stefano; Yow, K. -C.; Nied, A.; Meyer, L. H. | |
Classification of insulators using neural network based on computer vision | 1-gen-2022 | FRIZZO STEFENON, Stefano; Corso, M. P.; Nied, A.; Perez, F. L.; Yow, K. -C.; Gonzalez, G. V.; Leithardt, V. R. Q. | |
Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current | 1-gen-2022 | Medeiros, Alessandro; Sartori, Andreza; Stefenon, Stéfano Frizzo; Meyer, Luiz Henrique; Nied, Ademir | |
Complex graph neural networks for medication interaction verification | 1-gen-2023 | Westarb, Gustavo; Stefenon, Stefano Frizzo; Hoppe, Aurélio Faustino; Sartori, Andreza; Klaar, Anne Carolina Rodrigues; Leithardt, Valderi Reis Quietinho | |
Detection and classification of cracks and potholes in road images using texture descriptors | 1-gen-2023 | Fernandes, Anita Maria da Rocha; Cassaniga, Mateus Junior; Passos, Bianka Tallita; Comunello, Eros; Stefenon, Stefano Frizzo; Leithardt, Valderi Reis Quietinho | |
Development of Measurement Device and Data Acquisition for Electric Vehicle | 1-gen-2021 | Pinto, H. S.; Americo, J. P.; Leal, O. E. S.; Stefenon, S. F. | |
Echo state network applied for classification of medium voltage insulators | 1-gen-2022 | FRIZZO STEFENON, Stefano; Seman, L. O.; Sopelsa Neto, N. F.; Meyer, L. H.; Nied, A.; Yow, K. -C. | |
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models | 1-gen-2024 | Larcher, J. H. K.; Stefenon Frizzo, S.; Coelho, L. D. S.; Mariani, V. C. | |
Enhancing hydroelectric inflow prediction in the Brazilian power system: A comparative analysis of machine learning models and hyperparameter optimization for decision support | 1-gen-2024 | Cardozo da Silva, E.; Finardi, E. C.; Frizzo Stefenon, S. | |
Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids | 1-gen-2023 | Seman, Laio Oriel; Stefenon, Stefano Frizzo; Mariani, Viviana Cocco; Coelho, Leandro dos Santos | |
Evaluation of visible contamination on power grid insulators using convolutional neural networks | 1-gen-2023 | Corso, Mp; Frizzo Stefenon, S; Singh, G; Matsuo, Mv; Perez, Fl; Leithardt, V. Q. | |
Experimental comparison of preferential vs. Common delta connections for the star-delta starting of induction motors | 1-gen-2021 | Itajiba, J. A.; Varnier, C. A. C.; Cabral, S. H. L.; Stefenon, S. F.; Leithardt, V. R. Q.; Ovejero, R. G.; Nied, A.; Yow, K. -C. | |
Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models | 1-gen-2022 | Fava Sopelsa Neto, Nemesio; FRIZZO STEFENON, Stefano; Henrique Meyer, Luiz; García Ovejero, Raúl; Reis Quietinho Leithardt, Valderi | |
Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction | 1-gen-2023 | Stefenon, Stefano Frizzo; Seman, Laio Oriel; Sopelsa Neto, Nemesio Fava; Meyer, Luiz Henrique; Mariani, Viviana Cocco; Coelho, Leandro dos Santos | |
Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting | 1-gen-2021 | Stefenon, S. F.; Ribeiro, M. H. D. M.; Nied, A.; Mariani, V. C.; Coelho, L. D. S.; Leithardt, V. R. Q.; Silva, L. A.; Seman, L. O. | |
Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV | 1-gen-2023 | Souza, B. J.; Stefenon Frizzo, S.; Singh, G; Freire, R. Z. |