Lucas Pereira

Performance evaluation in non‐intrusive load monitoring: Datasets, metrics, and tools—A review

Lucas Pereira, Nuno Nunes · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2018 · 190 citations · Full text

Engineering, Machine Learning, Energy Efficiency +21

Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring

Anthony Faustine, Lucas Pereira, Christoph Klemenjak · IEEE Transactions on Smart Grid · 2020 · 115 citations

Convolutional Neural Network, Engineering, Machine Learning +25

UNet-NILM

Anthony Faustine, Lucas Pereira, Hafsa Bousbiat et al. · 2020 · 96 citations · Full text

Energy Consumption, Convolutional Neural Network, Deep Neural Networks +12

Watt’s up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective

Benjamin Völker, Andreas Reinhardt, Anthony Faustine et al. · Energies · 2021 · 68 citations · Full text

Smart Devices, Engineering, Big Data Analytics +25

SustData: A Public Dataset for ICT4S Electric Energy Research

Lucas Pereira, Filipe Quintal, Rodolfo T. Gonçalves et al. · Advances in computer science research · 2014 · 59 citations · Full text