A study of deep convolutional auto-encoders for anomaly detection in videos von Ribeiro, Manassés, Lazzaretti, André Eugênio, Lopes, Heitor Silvério

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A Prototypical Metric Learning Approach for Open-Set Semantic Segmentation on Remote Sensing Images von Brilhador, Anderson, Lazzaretti, Andre Eugenio, Lopes, Heitor Silverio

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Deep metric learning for open-set human action recognition in videos von Gutoski, Matheus, Lazzaretti, André Eugênio, Lopes, Heitor Silvério

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Novelty detection and multi-class classification in power distribution voltage waveforms von Lazzaretti, André Eugênio, Tax, David Martinus Johannes, Vieira Neto, Hugo, Ferreira, Vitor Hugo

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A Multi-Agent NILM Architecture for Event Detection and Load Classification von Lazzaretti, Andre Eugenio, Bertrand Renaux, Douglas Paulo, Erig Lima, Carlos Raimundo, Mulinari, Bruna Machado, Ancelmo, Hellen Cristina, Oroski, Elder, Pottker, Fabiana, Linhares, Robson Ribeiro, Nolasco, Lucas da Silva, Lima, Lucas Tokarski, Omori, Julio Shigeaki, dos Santos, Rodrigo Braun

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A new approach for ground resistance measurements in onshore wind farms based on clamp-on meters and artificial neural network von Leal, Alexandre Giacomelli, López-Salamanca, Henry Leonardo, Lazzaretti, André Eugenio, Marcilio, Débora Cintia

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Notification Oriented Paradigm to Digital Hardware — A benchmark evaluation with Random Forest algorithm von Pordeus, Leonardo Faix, Lazzaretti, André Eugenio, Linhares, Robson Ribeiro, Simão, Jean Marcelo

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Scattering Transform for Classification in Non-Intrusive Load Monitoring von de Aguiar, Everton Luiz, Lazzaretti, Andre Eugenio, Mulinari, Bruna Machado, Pipa, Daniel Rodrigues

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Two-phase flow pattern classification based on void fraction time series and machine learning von dos Santos Ambrosio, Jefferson, Lazzaretti, André Eugenio, Pipa, Daniel Rodrigues, da Silva, Marco Jose

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An industrial edge computing architecture for Local Digital Twin von Kondo, Ricardo Eiji, Andrade, Willian Jeferson, de Mello Henequim, Clayton, Lazzaretti, André Eugenio, de Souza Britto, Alceu, de Freitas Rocha Loures, Eduardo, Santos, Eduardo Alves Portela, Reynoso-Meza, Gilberto

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EEG-FES-Force-MMG closed-loop control systems of a volunteer with paraplegia considering motor imagery with fatigue recognition and automatic shut-off von Broniera Junior, Paulo, Campos, Daniel Prado, Lazzaretti, André Eugenio, Nohama, Percy, Carvalho, Aparecido Augusto, Krueger, Eddy, Minhoto Teixeira, Marcelo Carvalho

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Open-Set Tattoo Semantic Segmentation von Brilhador, Anderson, da Silva, Rodrigo Tchalski, Modinez-Junior, Carlos Roberto, de Almeida Spadafora, Gabriel, Lopes, Heitor Silverio, Lazzaretti, Andre Eugenio

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A Movement Decomposition and Machine Learning-Based Fall Detection System Using Wrist Wearable Device von de Quadros, Thiago, Lazzaretti, Andre Eugenio, Schneider, Fabio Kurt

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PUNCTUAL MECHANICAL OSCILLATION IN MODULATION OF MUSCULAR TONUS IN CHILDREN WITH SPASTICITY von de Pol, Stephani, Neves, Eduardo Borba, Lazzaretti, Andre Eugenio, Smaili, Suhaila Mahmoud, Krueger, Eddy

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New Trends in Power Quality Event Analysis: Novelty Detection and Unsupervised Classification von Lazzaretti, André Eugenio, Ferreira, Vitor Hugo, Neto, Hugo Vieira

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Evaluation of lightning-related faults that lead to distribution network outages: An experimental case study von Ravaglio, Marcelo Antônio, Küster, Kristie Kaminski, França Santos, Signie Laureano, Ribeiro Barrozo Toledo, Luiz Felipe, Piantini, Alexandre, Lazzaretti, André Eugênio, de Mello, Luciana Gonçalves, da Silva Pinto, Cleverson Luiz

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Machine Learning-Based Methods for Force Mapping With an Optical Fiber Sensing System von Flores, Walter Oswaldo Cutipa, Carvalho, Vinicius, Martins, Victor Hugo, Fabris, Jose Luis, Muller, Marcia, Lopes, Heitor Silverio, Lazzaretti, Andre Eugenio

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Edge Device for the Classification of Photovoltaic Faults Using Deep Neural Networks von Di Renzo, André Biffe, de Morais, Héber Renato Fadel, Lazzaretti, André Eugenio, de Arruda, Lúcia Valéria Ramos, Lopes, Heitor Silvério, Martelli, Cicero, da Silva, Jean Carlos Cardozo

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AD8232 to Biopotentials Sensors: Open Source Project and Benchmark von Mendes Junior, José Jair Alves, Campos, Daniel Prado, Biassio, Lorenzo Coelho de Andrade Villela De, Passos, Pedro Carlin, Júnior, Paulo Broniera, Lazzaretti, André Eugênio, Krueger, Eddy

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An integrated monitoring system and automatic data analysis to correlate lightning activity and faults on distribution networks von Lazzaretti, André Eugenio, França Santos, Signie Laureano, Küster, Kristie Kaminski, Ribeiro Barrozo Toledo, Luiz Felipe, Ravaglio, Marcelo Antônio, Piantini, Alexandre, da Silva Pinto, Cleverson Luiz

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