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 Monitoring System for Online Fault Detection and Classification in Photovoltaic Plants von Lazzaretti, André Eugênio, Costa, Clayton Hilgemberg da, Rodrigues, Marcelo Paludetto, Yamada, Guilherme Dan, Lexinoski, Gilberto, Moritz, Guilherme Luiz, Oroski, Elder, Goes, Rafael Eleodoro de, Linhares, Robson Ribeiro, Stadzisz, Paulo Cézar, Omori, Júlio Shigeaki, Santos, Rodrigo Braun dos

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Scattering Transform for Classification in Non-Intrusive Load Monitoring von de Aguiar, Everton, Lazzaretti, André, Mulinari, Bruna, Pipa, Daniel

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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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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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Punctual mechanical oscillation in modulation of muscular tonus in children with spasticity von Pol, Stéphani de, Neves, Eduardo Borba, Lazzaretti, André Eugenio, Smaili, Suhaila Mahmoud, Krueger, Eddy

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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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Energy-Aware IoT-Based Method for a Hybrid On-Wrist Fall Detection System Using a Supervised Dictionary Learning Technique von Othmen, Farah, Baklouti, Mouna, Lazzaretti, André Eugenio, Hamdi, Monia

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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 Dataset for Non-Intrusive Load Monitoring: Design and Implementation von Renaux, Douglas Paulo Bertrand, Pottker, Fabiana, Ancelmo, Hellen Cristina, Lazzaretti, André Eugenio, Lima, Carlos Raiumundo Erig, Linhares, Robson Ribeiro, Oroski, Elder, Nolasco, Lucas da Silva, Lima, Lucas Tokarski, Mulinari, Bruna Machado, Silva, José Reinaldo Lopes da, Omori, Júlio Shigeaki, Santos, Rodrigo Braun dos

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OSVidCap: A Framework for the Simultaneous Recognition and Description of Concurrent Actions in Videos in an Open-Set Scenario von De Souza Inacio, Andrei, Gutoski, Matheus, Lazzaretti, Andre Eugenio, Lopes, Heitor Silverio

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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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Comparative analysis among feature selection of sEMG signal for hand gesture classification by armband von Mendes, J., Freitas, M., Siqueira, H., Lazzaretti, A., Stevan, S., Pichorim, S.

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

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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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Sliding Window, Hierarchical Classification, Regression, and Genetic Algorithm for RFID Indoor Positioning Systems von Gomes, Eduardo Luis, Fonseca, Mauro Sergio Pereira, Lazzaretti, André Eugenio, Munaretto, Anelise, Guerber, Carlos Rafael

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