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

Journal
Lucas Pereira, Nuno Nunes
Wiley Interdisciplinary Reviews: 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

Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory

Journal
Darío Baptista, Sheikh Shanawaz Mostafa, Lucas Pereira, Leonel Sousa, Fernando Morgado-Dias
Energies, vol. 11, no. 9, p. 2460, Sep. 2018; doi: 10.3390/en11092460
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

Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers

Collections
Lucas Pereira, Antonio G. Ravelo-García
Sprinter Computing, doi: 10.1007/s00607-018-0660-3
Publication year: 2018

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

Collections
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