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ORCIDStéfano Frizzo Stefenon
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2020 – today
- 2024
[j25]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Sinvaldo Rodrigues Moreno, Cristiane Canton, José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon
, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting. Appl. Intell. 54(4): 3119-3134 (2024)- [j24]José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models. Expert Syst. Appl. 255: 124856 (2024) - 2023
- [j23]Sérgio Henrique Lopes Cabral, Stéfano Frizzo Stefenon, Raúl García Ovejero, Valderi Reis Quietinho Leithardt:
Practical Validation of a New Analytical Method for the Analysis of Power Transmission Lines at Steady State. IEEE Access 11: 87667-87675 (2023) - [j22]Henrique José Wilbert, Aurélio Faustino Hoppe, Andreza Sartori, Stéfano Frizzo Stefenon, Luis Augusto Silva:
Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data. Algorithms 16(9): 396 (2023) - [j21]Anita Maria da Rocha Fernandes, Mateus Junior Cassaniga, Bianka Tallita Passos, Eros Comunello, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt:
Detection and classification of cracks and potholes in road images using texture descriptors. J. Intell. Fuzzy Syst. 44(6): 10255-10274 (2023) - [j20]Gustavo Westarb, Stéfano Frizzo Stefenon, Aurélio Faustino Hoppe, Andreza Sartori, Anne Carolina Rodrigues Klaar, Valderi Reis Quietinho Leithardt:
Complex graph neural networks for medication interaction verification. J. Intell. Fuzzy Syst. 44(6): 10383-10395 (2023) - [j19]Gurmail Singh, Stéfano Frizzo Stefenon, Kin Choong Yow:
Interpretable visual transmission lines inspections using pseudo-prototypical part network. Mach. Vis. Appl. 34(3): 41 (2023) - [j18]Anne Carolina Rodrigues Klaar, Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction. Sensors 23(6): 3202 (2023) - [j17]Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model. Sensors 23(9): 4512 (2023) - [j16]Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, Luiz Henrique Meyer, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction. Sensors 23(13): 6118 (2023) - [j15]Guilherme Augusto Silva Surek, Laio Oriel Seman, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Video-Based Human Activity Recognition Using Deep Learning Approaches. Sensors 23(14): 6384 (2023) - [c1]Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti:
Towards Automatic Digitalization of Railway Engineering Schematics. AI*IA 2023: 453-466 - 2022
- [j14]Joelton Cezar Vieira, Andreza Sartori, Stéfano Frizzo Stefenon, Fábio Luis Perez, Gabriel Schneider de Jesus, Valderi Reis Quietinho Leithardt:
Low-Cost CNN for Automatic Violence Recognition on Embedded System. IEEE Access 10: 25190-25202 (2022) - [j13]Stéfano Frizzo Stefenon, Rafael Bruns, Andreza Sartori, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt:
Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods. IEEE Access 10: 33980-33991 (2022) - [j12]Alessandro Medeiros, Andreza Sartori, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Ademir Nied:
Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current. J. Intell. Fuzzy Syst. 42(4): 3285-3298 (2022) - [j11]Filipe Fernandes, Stéfano Frizzo Stefenon, Laio Oriel Seman, Ademir Nied, Fernanda Cristina Silva Ferreira, Maria Cristina Mazzetti Subtil, Anne Carolina Rodrigues Klaar, Valderi Reis Quietinho Leithardt:
Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19. J. Intell. Fuzzy Syst. 42(6): 6221-6234 (2022) - [j10]Stéfano Frizzo Stefenon, Gurmail Singh, Kin Choong Yow, Alessandro Cimatti:
Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures. Sensors 22(13): 4859 (2022) - [j9]Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt:
Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models. Sensors 22(16): 6121 (2022) - [j8]Nathielle Waldrigues Branco, Mariana Santos Matos Cavalca, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt:
Wavelet LSTM for Fault Forecasting in Electrical Power Grids. Sensors 22(21): 8323 (2022) - 2021
- [j7]Sérgio Henrique Lopes Cabral, Sávio L. Bertoli, Alessandro Medeiros, Crisleine Regina Hillesheim, Carolina K. De Souza, Stéfano Frizzo Stefenon, Ademir Nied, Valderi Reis Quietinho Leithardt, Gabriel Villarrubia-González:
Practical Aspects of the Skin Effect in Low Frequencies in Rectangular Conductors. IEEE Access 9: 49424-49433 (2021) - [j6]Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, Viviana Cocco Mariani, Leandro dos Santos Coelho, Valderi Reis Quietinho Leithardt, Luis Augusto Silva, Laio Oriel Seman:
Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting. IEEE Access 9: 66387-66397 (2021) - [j5]Marcelo Picolotto Corso, Fábio Luis Perez, Stéfano Frizzo Stefenon, Kin-Choong Yow, Raúl García Ovejero, Valderi Reis Quietinho Leithardt:
Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision. Comput. 10(9): 112 (2021) - [j4]Stéfano Frizzo Stefenon, Christopher Kasburg, Roberto Zanetti Freire, Fernanda Cristina Silva Ferreira, Douglas Wildgrube Bertol, Ademir Nied:
Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers. J. Intell. Fuzzy Syst. 40(1): 1083-1096 (2021) - [j3]Guilherme Henrique dos Santos, Laio Oriel Seman, Eduardo Augusto Bezerra, Valderi Reis Quietinho Leithardt, André Sales Mendes, Stéfano Frizzo Stefenon:
Static Attitude Determination Using Convolutional Neural Networks. Sensors 21(19): 6419 (2021) - [d1]Stéfano Frizzo Stefenon:
Inspection of Electrical Power Distribution Grid (South of Brazil). IEEE DataPort, 2021
- 2020
- [j2]Stéfano Frizzo Stefenon, Rafael Bartnik Grebogi, Roberto Zanetti Freire, Ademir Nied, Luiz Henrique Meyer:
Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions. IEEE Trans. Ind. Electron. 67(6): 5170-5178 (2020)
2010 – 2019
- 2019
- [j1]Stéfano Frizzo Stefenon, Marcelo Campos Silva, Douglas Wildgrube Bertol, Luiz Henrique Meyer, Ademir Nied:
Fault diagnosis of insulators from ultrasound detection using neural networks. J. Intell. Fuzzy Syst. 37(5): 6655-6664 (2019)
Coauthor Index
aka: Valderi Reis Quietinho Leithardt
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last updated on 2024-10-07 22:06 CEST by the dblp team
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