11 citations · 12 across the 7 of their papers we have counts for
3 papers · 1 filter
Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring
Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos +2
Non-intrusive load monitoring (NILM) is the task of disaggregating the total power consumption into its individual sub-components. Over the years, signal processing and machine lea…
Machine learning methods for modelling and analysis of time series signals in geoinformatics
Maria Kaselimi
In this dissertation is provided a comparative analysis that evaluates the performance of several deep learning (DL) architectures on a large number of time series datasets of diff…
Assessing the Lockdown Effects on Air Quality during COVID-19 Era
Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimia +2
In this work we investigate the short-term variations in air quality emissions, attributed to the prevention measures, applied in different cities, to mitigate the COVID-19 spread.…