Stéfano Frizzo Stefenon

34 papers Journal 33Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir. Eng. Appl. Artif. Intell. Laio Oriel Seman, Stéfano Frizzo Stefenon, Kin Choong Yow, Leandro dos Santos Coelho, Viviana Cocco Mariani
2026	J	`jnl`	Hybrid Kalman Filter-Kolmogorov-Arnold Network Using Local Interpretable Model-Agnostic Explanations for Photovoltaic Power Forecasting. SN Comput. Sci. João Pedro Matos-Carvalho, Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Kin Choong Yow
2025	J	`jnl`	Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods. Expert Syst. Appl. Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti
2025	J	`jnl`	CNN-TFT explained by SHAP with multi-head attention weights for time series forecasting. CoRR Stéfano Frizzo Stefenon, João Pedro Matos-Carvalho, Valderi R. Q. Leithardt, Kin Choong Yow
2025	J	`jnl`	Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings. Neural Comput. Appl. Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti
2025	J	`jnl`	Enhanced Random Vector Functional Link Networks With Bayesian-Based Hyperparameter Optimization for Wind Speed Forecasting. IEEE Access Laio Oriel Seman, Anne Carolina Rodrigues Klaar, Matheus Henrique Dal Molin Ribeiro, Stéfano Frizzo Stefenon
2025	J	`jnl`	Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants. IEEE Access Stéfano Frizzo Stefenon, Laio Oriel Seman, Cristina Keiko Yamaguchi, Leandro dos Santos Coelho, Viviana Cocco Mariani, João Pedro Matos-Carvalho, Valderi Reis Quietinho Leithardt
2025	J	`jnl`	Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN. IEEE Access Luiza Scapinello Aquino da Silva, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho, Stéfano Frizzo Stefenon, Gabriel Villarrubia González
2025	J	`jnl`	Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators. CoRR João Pedro Matos-Carvalho, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt, Kin Choong Yow
2024	J	`jnl`	Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models. Expert Syst. Appl. José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani
2024	J	`jnl`	Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting. Appl. Intell. 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
2023	J	`jnl`	Complex graph neural networks for medication interaction verification. J. Intell. Fuzzy Syst. Gustavo Westarb, Stéfano Frizzo Stefenon, Aurélio Faustino Hoppe, Andreza Sartori, Anne Carolina Rodrigues Klaar, Valderi Reis Quietinho Leithardt
2023	J	`jnl`	Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction. Sensors Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, Luiz Henrique Meyer, Viviana Cocco Mariani, Leandro dos Santos Coelho
2023	J	`jnl`	Interpretable visual transmission lines inspections using pseudo-prototypical part network. Mach. Vis. Appl. Gurmail Singh, Stéfano Frizzo Stefenon, Kin Choong Yow
2023	J	`jnl`	Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model. Sensors Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho
2023	J	`jnl`	Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction. Sensors Anne Carolina Rodrigues Klaar, Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho
2023	J	`jnl`	Practical Validation of a New Analytical Method for the Analysis of Power Transmission Lines at Steady State. IEEE Access Sérgio Henrique Lopes Cabral, Stéfano Frizzo Stefenon, Raúl García Ovejero, Valderi Reis Quietinho Leithardt
2023	J	`jnl`	Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data. Algorithms Henrique José Wilbert, Aurélio Faustino Hoppe, Andreza Sartori, Stéfano Frizzo Stefenon, Luis Augusto Silva
2023	—	`conf`	Towards Automatic Digitalization of Railway Engineering Schematics. AI*IA Stéfano Frizzo Stefenon, Marco Cristoforetti, Alessandro Cimatti
2023	J	`jnl`	Video-Based Human Activity Recognition Using Deep Learning Approaches. Sensors Guilherme Augusto Silva Surek, Laio Oriel Seman, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho
2022	J	`jnl`	Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods. IEEE Access Stéfano Frizzo Stefenon, Rafael Bruns, Andreza Sartori, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt
2022	J	`jnl`	Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current. J. Intell. Fuzzy Syst. Alessandro Medeiros, Andreza Sartori, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Ademir Nied
2022	J	`jnl`	Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models. Sensors Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, Raúl García Ovejero, Valderi Reis Quietinho Leithardt
2022	J	`jnl`	Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19. J. Intell. Fuzzy Syst. 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
2022	J	`jnl`	Low-Cost CNN for Automatic Violence Recognition on Embedded System. IEEE Access Joelton Cezar Vieira, Andreza Sartori, Stéfano Frizzo Stefenon, Fábio Luis Perez, Gabriel Schneider de Jesus, Valderi Reis Quietinho Leithardt
2022	J	`jnl`	Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures. Sensors Stéfano Frizzo Stefenon, Gurmail Singh, Kin Choong Yow, Alessandro Cimatti
2022	J	`jnl`	Wavelet LSTM for Fault Forecasting in Electrical Power Grids. Sensors Nathielle Waldrigues Branco, Mariana Santos Matos Cavalca, Stéfano Frizzo Stefenon, Valderi Reis Quietinho Leithardt
2021	J	`jnl`	Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision. Comput. Marcelo Picolotto Corso, Fábio Luis Perez, Stéfano Frizzo Stefenon, Kin-Choong Yow, Raúl García Ovejero, Valderi Reis Quietinho Leithardt
2021	J	`jnl`	Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting. IEEE Access 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
2021	J	`jnl`	Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers. J. Intell. Fuzzy Syst. Stéfano Frizzo Stefenon, Christopher Kasburg, Roberto Zanetti Freire, Fernanda Cristina Silva Ferreira, Douglas Wildgrube Bertol, Ademir Nied
2021	J	`jnl`	Practical Aspects of the Skin Effect in Low Frequencies in Rectangular Conductors. IEEE Access 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
2021	J	`jnl`	Static Attitude Determination Using Convolutional Neural Networks. Sensors Guilherme Henrique dos Santos, Laio Oriel Seman, Eduardo Augusto Bezerra, Valderi Reis Quietinho Leithardt, André Sales Mendes, Stéfano Frizzo Stefenon
2020	J	`jnl`	Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions. IEEE Trans. Ind. Electron. Stéfano Frizzo Stefenon, Rafael Bartnik Grebogi, Roberto Zanetti Freire, Ademir Nied, Luiz Henrique Meyer
2019	J	`jnl`	Fault diagnosis of insulators from ultrasound detection using neural networks. J. Intell. Fuzzy Syst. Stéfano Frizzo Stefenon, Marcelo Campos Silva, Douglas Wildgrube Bertol, Luiz Henrique Meyer, Ademir Nied