André Eugênio Lazzaretti

A study of deep convolutional auto-encoders for anomaly detection in videos

Manassés Ribeiro, André Eugênio Lazzaretti, Heitor Silvério Lopes · Pattern Recognition Letters · 2017 · 305 citations

Computing, Computer Science, Computer Vision +13

A Movement Decomposition and Machine Learning-Based Fall Detection System Using Wrist Wearable Device

Thiago de Quadros, André Eugênio Lazzaretti, Fábio Kurt Schneider · IEEE Sensors Journal · 2018 · 177 citations

Engineering, Computer Science, Machine Learning +16

A Monitoring System for Online Fault Detection and Classification in Photovoltaic Plants

André Eugênio Lazzaretti, Clayton H. da Costa, Marcelo P. Rodrigues et al. · Sensors · 2020 · 110 citations · Full text

Agriculture, Computer Science, Electrical Engineering +17

Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach

José Jair Alves Mendes, Melissa La Banca Freitas, Hugo Valadares Siqueira et al. · Biomedical Signal Processing and Control · 2020 · 92 citations

Computing, Data Science, Feature Engineering +14

DeepDFML-NILM: A New CNN-Based Architecture for Detection, Feature Extraction and Multi-Label Classification in NILM Signals

Lucas da Silva Nolasco, André Eugênio Lazzaretti, Bruna Machado Mulinari · IEEE Sensors Journal · 2021 · 77 citations

Computing, Computer Science, Electrical Engineering +17