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Performance Evaluation in Non-Intrusive Load Monitoring: datasets, metrics and tools - a review

Journal
Lucas Pereira, Nuno Nunes
WIREs Data Mining and Knowledge Discovery
Publication year: 2018

An Experimental Comparison of Performance Metrics for Event Detection Algorithms in NILM

Workshop
Lucas Pereira, Nuno Nunes
Proceedings of the 4th International Workshop on Non-Intrusive Load Monitoring
Publication year: 2018

Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems

Conference
Lucas Pereira, Rodolfo Gonçalves, Filipe Quintal, Nuno Nunes
Proceedings of the 5th International Conference on ICT4S, Toronto, Canada
Publication year: 2018

On the Challenges of Charging Electric Vehicles in Domestic Environments

Poster Abstract
Luisa Barros, Lucas Pereira, Parakram Pyakurel
Proceedings of ACM e-Energy 2018, Pages 225-226. Karlsruhe, Germany
Publication year: 2018

Proceedings of the 2017 Sustainable Internet and ICT for Sustainability (SustainIT)

Proceedings
Lucas Pereira, Mario Bergés, Nuno Nunes
IFIP Conference on Sustainable Internet and ICT for Sustainability
Publication year: 2017

A Mouse over a Hotspot Survey: An exploration of perceptions of electricity consumption and patterns of indecision

Poster Abstract
Lucas Pereira, Yoram Chisik
Proceedings of IFIP SustainIT 2017, Funchal, Portugal
Publication year: 2017

Engineering and Deploying a Hardware and Software Platform to Collect and Label Non-Intrusive Load Monitoring Datasets

Conference
Lucas Pereira, Miguel Ribeiro, Nuno J. Nunes
Proceedings of IFIP SustainIT 2017, Funchal, Portugal
Publication year: 2017

Developing and Evaluating a Probabilistic Event Detector for Non-Intrusive Load Monitoring

Conference
Lucas Pereira
Proceedings of IFIP SustainIT 2017, Funchal, Portugal
Publication year: 2017

A Comparison of Performance Metrics for Event Classification in Non-Intrusive Load Monitoring

Conference
Lucas Pereira, Nuno J. Nunes
Proceedings of IEEE SmartGridComm 2017, Dresden, Germany
Publication year: 2017

EMD-DF: A Data Model and File Format for Energy Monitoring and Disaggregation Datasets

Poster Abstract
Lucas Pereira
Proceedings of ACM BuildSys 2017, Delft, The Netherlands
Publication year: 2017