Stéfano Frizzo Stefenon

According to our database, Stéfano Frizzo Stefenon authored at least 31 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings.

Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti

Neural Comput. Appl., August, 2025

Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators.

João Pedro Matos-Carvalho, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt, Kin Choong Yow

CoRR, February, 2025

Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods.

Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti

Expert Syst. Appl., 2025

Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants.

Stéfano Frizzo Stefenon, Laio Oriel Seman, Cristina Keiko Yamaguchi, Leandro dos Santos Coelho, Viviana Cocco Mariani, João Pedro Matos-Carvalho, Valderi Reis Quietinho Leithardt

IEEE Access, 2025

Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN.

Luiza Scapinello Aquino da Silva, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho, Stéfano Frizzo Stefenon, Gabriel Villarrubia González

IEEE Access, 2025

2024

Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models.

José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani

Expert Syst. Appl., 2024

Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting.

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

Appl. Intell., 2024

2023

Video-Based Human Activity Recognition Using Deep Learning Approaches.

Guilherme Augusto Silva Surek, Laio Oriel Seman, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho

Sensors, July, 2023

Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction.

Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, Luiz Henrique Meyer, Viviana Cocco Mariani, Leandro dos Santos Coelho

Sensors, July, 2023

Interpretable visual transmission lines inspections using pseudo-prototypical part network.

Gurmail Singh, Stéfano Frizzo Stefenon, Kin Choong Yow

Mach. Vis. Appl., May, 2023

Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction.

Anne Carolina Rodrigues Klaar, Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho

Sensors, March, 2023

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model.

Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho

Sensors, 2023

Complex graph neural networks for medication interaction verification.

Gustavo Westarb, Stéfano Frizzo Stefenon, Aurélio Faustino Hoppe, Andreza Sartori, Anne Carolina Rodrigues Klaar, Valderi Reis Quietinho Leithardt

J. Intell. Fuzzy Syst., 2023

Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data.

Henrique José Wilbert, Aurélio Faustino Hoppe, Andreza Sartori, Stéfano Frizzo Stefenon, Luis Augusto Silva

Algorithms, 2023

Practical Validation of a New Analytical Method for the Analysis of Power Transmission Lines at Steady State.

Sérgio Henrique Lopes Cabral, Stéfano Frizzo Stefenon, Raúl García Ovejero, Valderi Reis Quietinho Leithardt

IEEE Access, 2023

Towards Automatic Digitalization of Railway Engineering Schematics.

Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures.

Stéfano Frizzo Stefenon, Gurmail Singh, Kin Choong Yow, Alessandro Cimatti

Sensors, 2022

Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models.

Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt

Sensors, 2022

Wavelet LSTM for Fault Forecasting in Electrical Power Grids.

Nathielle Waldrigues Branco, Mariana Santos Matos Cavalca, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt

Sensors, 2022

Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current.

Alessandro Medeiros, Andreza Sartori, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Ademir Nied

J. Intell. Fuzzy Syst., 2022

Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19.

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

J. Intell. Fuzzy Syst., 2022

Low-Cost CNN for Automatic Violence Recognition on Embedded System.

Joelton Cezar Vieira, Andreza Sartori, Stéfano Frizzo Stefenon, Fábio Luis Perez, Gabriel Schneider de Jesus, Valderi Reis Quietinho Leithardt

IEEE Access, 2022

Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods.

Stéfano Frizzo Stefenon, Rafael Bruns, Andreza Sartori, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt

IEEE Access, 2022

2021

Inspection of Electrical Power Distribution Grid (South of Brazil).

Stéfano Frizzo Stefenon

Dataset, December, 2021

Static Attitude Determination Using Convolutional Neural Networks.

Guilherme Henrique dos Santos, Laio Oriel Seman, Eduardo Augusto Bezerra, Valderi Reis Quietinho Leithardt, André Sales Mendes, Stéfano Frizzo Stefenon

Sensors, 2021

Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers.

Stéfano Frizzo Stefenon, Christopher Kasburg, Roberto Zanetti Freire, Fernanda Cristina Silva Ferreira, Douglas Wildgrube Bertol, Ademir Nied

J. Intell. Fuzzy Syst., 2021

Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision.

Marcelo Picolotto Corso, Fábio Luis Perez, Stéfano Frizzo Stefenon, Kin-Choong Yow, Raúl García Ovejero, Valderi Reis Quietinho Leithardt

Comput., 2021

Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting.

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

IEEE Access, 2021

Practical Aspects of the Skin Effect in Low Frequencies in Rectangular Conductors.

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

IEEE Access, 2021

2020

Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions.

Stéfano Frizzo Stefenon, Rafael Bartnik Grebogi, Roberto Zanetti Freire, Ademir Nied, Luiz Henrique Meyer

IEEE Trans. Ind. Electron., 2020

2019

Fault diagnosis of insulators from ultrasound detection using neural networks.

Stéfano Frizzo Stefenon, Marcelo Campos Silva, Douglas Wildgrube Bertol, Luiz Henrique Meyer, Ademir Nied

J. Intell. Fuzzy Syst., 2019