Frizzo Stefenon, Stéfano
Frizzo Stefenon, Stéfano
DSIP
A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound
2021-01-01 Sopelsa Neto, Nemesio Fava; Stefenon, Stéfano Frizzo; Meyer, Luiz Henrique; Bruns, Rafael; Nied, Ademir; Seman, Laio Oriel; Gonzalez, Gabriel Villarrubia; Leithardt, Valderi Reis Quietinho; Yow, Kin-Choong
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
Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers
2024-01-01 Tuleski, Bernardo Luis; Yamaguchi, Cristina Keiko; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods
2025-01-01 Stefenon, Stefano Frizzo; Cristoforetti, Marco; Cimatti, Alessandro
Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision
2021-01-01 Corso, Marcelo Picolotto; Perez, Fabio Luis; Stefenon, Stéfano Frizzo; Yow, Kin-Choong; García Ovejero, Raúl; Leithardt, Valderi Reis Quietinho
Classification of distribution power grid structures using inception v3 deep neural network
2022-01-01 Frizzo Stefenon, Stéfano; Yow, Kin-Choong; Nied, Ademir; Henrique Meyer, Luiz
Classification of insulators using neural network based on computer vision
2022-01-01 Stefenon, Stéfano Frizzo; Corso, Marcelo Picolotto; Nied, Ademir; Perez, Fabio Luis; Yow, Kin‐choong; Gonzalez, Gabriel Villarrubia; Leithardt, Valderi Reis Quietinho
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 H. S., Pinto; J. P., Americo; O. E. S., Leal; S. F., Stefenon
Echo state network applied for classification of medium voltage insulators
2022-01-01 Stefenon, Stéfano Frizzo; Seman, Laio Oriel; Sopelsa Neto, Nemesio Fava; Meyer, Luiz Henrique; Nied, Ademir; Yow, Kin-Choong
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
2024-01-01 Larcher, José Henrique Kleinübing; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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 da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Stefenon, Stefano Frizzo
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
2024-01-01 Moreno, Sinvaldo Rodrigues; Seman, Laio Oriel; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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, Marcelo Picolotto; Stefenon, Stefano Frizzo; Singh, Gurmail; Matsuo, Marcos Vinicius; Perez, Fábio Luis; Leithardt, Valderi Reis Quietinho
Experimental Comparison of Preferential vs. Common Delta Connections for the Star-Delta Starting of Induction Motors
2021-01-01 Itajiba, José Augusto; Varnier, Cézar Armando Cunha; Cabral, Sergio Henrique Lopes; Stefenon, Stéfano Frizzo; Leithardt, Valderi Reis Quietinho; Ovejero, Raúl García; Nied, Ademir; Yow, Kin-Choong
Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models
2022-01-01 Fava Sopelsa Neto, Nemesio; Frizzo Stefenon, Stéfano; Henrique Meyer, Luiz; García Ovejero, Raúl; Reis Quietinho Leithardt, Valderi
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound | 1-gen-2021 | Sopelsa Neto, Nemesio Fava; Stefenon, Stéfano Frizzo; Meyer, Luiz Henrique; Bruns, Rafael; Nied, Ademir; Seman, Laio Oriel; Gonzalez, Gabriel Villarrubia; Leithardt, Valderi Reis Quietinho; Yow, Kin-Choong | |
| 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 | |
| Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers | 1-gen-2024 | Tuleski, Bernardo Luis; Yamaguchi, Cristina Keiko; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco | |
| Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods | 1-gen-2025 | Stefenon, Stefano Frizzo; Cristoforetti, Marco; Cimatti, Alessandro | |
| Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision | 1-gen-2021 | Corso, Marcelo Picolotto; Perez, Fabio Luis; Stefenon, Stéfano Frizzo; Yow, Kin-Choong; García Ovejero, Raúl; Leithardt, Valderi Reis Quietinho | |
| Classification of distribution power grid structures using inception v3 deep neural network | 1-gen-2022 | Frizzo Stefenon, Stéfano; Yow, Kin-Choong; Nied, Ademir; Henrique Meyer, Luiz | |
| Classification of insulators using neural network based on computer vision | 1-gen-2022 | Stefenon, Stéfano Frizzo; Corso, Marcelo Picolotto; Nied, Ademir; Perez, Fabio Luis; Yow, Kin‐choong; Gonzalez, Gabriel Villarrubia; Leithardt, Valderi Reis Quietinho | |
| 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 | H. S., Pinto; J. P., Americo; O. E. S., Leal; S. F., Stefenon | |
| Echo state network applied for classification of medium voltage insulators | 1-gen-2022 | Stefenon, Stéfano Frizzo; Seman, Laio Oriel; Sopelsa Neto, Nemesio Fava; Meyer, Luiz Henrique; Nied, Ademir; Yow, Kin-Choong | |
| Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models | 1-gen-2024 | Larcher, José Henrique Kleinübing; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco | |
| 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 | da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Stefenon, Stefano Frizzo | |
| Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition | 1-gen-2024 | Moreno, Sinvaldo Rodrigues; Seman, Laio Oriel; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco | |
| 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, Marcelo Picolotto; Stefenon, Stefano Frizzo; Singh, Gurmail; Matsuo, Marcos Vinicius; Perez, Fábio Luis; Leithardt, Valderi Reis Quietinho | |
| Experimental Comparison of Preferential vs. Common Delta Connections for the Star-Delta Starting of Induction Motors | 1-gen-2021 | Itajiba, José Augusto; Varnier, Cézar Armando Cunha; Cabral, Sergio Henrique Lopes; Stefenon, Stéfano Frizzo; Leithardt, Valderi Reis Quietinho; Ovejero, Raúl García; Nied, Ademir; Yow, Kin-Choong | |
| Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models | 1-gen-2022 | Fava Sopelsa Neto, Nemesio; Frizzo Stefenon, Stéfano; Henrique Meyer, Luiz; García Ovejero, Raúl; Reis Quietinho Leithardt, Valderi |