Anthony Faustine

According to our database, Anthony Faustine authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.

Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich

IEEE Trans. Ind. Informatics, May, 2023

Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring.

Anthony Faustine, Lucas Pereira

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates.

Anthony Faustine, Lucas Pereira

IEEE Trans. Smart Grid, 2022

Appliance recognition with combined single- and multi-label approaches.

Marco Manolo Manca, Anthony Faustine, Lucas Pereira

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021

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

Anthony Faustine, Lucas Pereira, Christoph Klemenjak

IEEE Trans. Smart Grid, 2021

2020

UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM.

Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni

Proceedings of the NILM '20, 2020

2019

On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring.

Christoph Klemenjak, Anthony Faustine, Stephen Makonin, Wilfried Elmenreich

CoRR, 2019

2017

A Survey on Non-Intrusive Load Monitoring Methodies and Techniques for Energy Disaggregation Problem.

Anthony Faustine, Nerey Henry Mvungi, Shubi Felix Kaijage, Michael Kisangiri

CoRR, 2017