Anthony Faustine

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Quantile Regression

Top Venues

IEEE Trans. Smart Grid

BuildSys@SenSys

Publications

Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19 (5) (2023)
Anthony Faustine, Lucas Pereira
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring. ICASSP (2023)
Marco Manolo Manca, Anthony Faustine, Lucas Pereira
Appliance recognition with combined single- and multi-label approaches. BuildSys@SenSys (2022)
Anthony Faustine, Lucas Pereira
FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates. IEEE Trans. Smart Grid 13 (3) (2022)
Anthony Faustine, Lucas Pereira, Christoph Klemenjak
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 12 (1) (2021)
Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM. NILM@SenSys (2020)
Christoph Klemenjak, Anthony Faustine, Stephen Makonin, Wilfried Elmenreich
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring. CoRR (2019)
Anthony Faustine, Nerey Henry Mvungi, Shubi Felix Kaijage, Michael Kisangiri
A Survey on Non-Intrusive Load Monitoring Methodies and Techniques for Energy Disaggregation Problem. CoRR (2017)