122 citations · 125 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 3 cited
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring
Christoph Klemenjak, Anthony Faustine, Stephen Makonin +1
To assess the performance of load disaggregation algorithms it is common practise to train a candidate algorithm on data from one or multiple households and subsequently apply cros…
cs.OH2017★ 122 cited
A Survey on Non-Intrusive Load Monitoring Methodies and Techniques for Energy Disaggregation Problem
Anthony Faustine, Nerey Henry Mvungi, Shubi Kaijage +1
The rapid urbanization of developing countries coupled with explosion in construction of high rising buildings and the high power usage in them calls for conservation and efficient…