Stéfano Frizzo Stefenon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Human Activity Recognition

Extreme Learning Machine

Fault Detection

Top Venues

J. Intell. Fuzzy Syst.

IEEE Trans. Ind. Electron.

Publications

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) (2024)
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 (2024)
Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti
Towards Automatic Digitalization of Railway Engineering Schematics. AI*IA (2023)
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) (2023)
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) (2023)
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) (2023)
Gurmail Singh, Stéfano Frizzo Stefenon, Kin Choong Yow
Interpretable visual transmission lines inspections using pseudo-prototypical part network. Mach. Vis. Appl. 34 (3) (2023)
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) (2023)
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) (2023)
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 (2023)
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) (2023)
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) (2023)
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) (2022)
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) (2022)
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 (2022)
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) (2022)
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) (2022)
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) (2022)
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 (2022)
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) (2021)
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 (2021)
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) (2021)
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) (2021)
Sérgio H. L. 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 (2021)
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) (2020)
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) (2019)