publications

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2018
Barros, L., Pereira L., & Pyakurel P. (2018).  On the Challenges of Charging Electric Vehicles in Domestic Environments. Proceedings of the Ninth ACM International Conference on Future Energy Systems (E-Energy).
Pereira, L., Gonçalves R., Quintal F., & Nunes N. (2018).  Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems. 5th International Conference on ICT for Sustainability (ICT4S).
Pereira, L., & Nunes N. (2018).  An Experimental Comparison of Performance Metrics for Event Detection Algorithms in NILM. 4th International Workshop on Non-Intrusive Load Monitoring (NILMWS).
Torabi, R., Rodrigues S., Cafofo N., Pereira L., Quintal F., Nunes N., et al. (2018).  A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira. Neural Computing and Applications.
Pereira, L., & Ravelo-Garcia A.. (2018).  Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers.
Baptista, D., Mostafa S., Pereira L., Sousa L., & Morgado D. F. (2018).  Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory. Energies. 11, 2460.
Pereira, L., & Nunes N. (2018).  Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools—A review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery.
2017
Pereira, L., & Nunes N. (2017).  A Comparison of Performance Metrics for Event Classification in Non-Intrusive Load Monitoring. IEEE International Conference on Smart Grid Communications (SmartGridComm).
Pereira, L. (2017).  Developing and Evaluating a Probabilistic Event Detector for Non-Intrusive Load Monitoring. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT).
Pereira, L. (2017).  EMD-DF: A Data Model and File Format for Energy Disaggregation Datasets. ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys).
Pereira, L., Ribeiro M., & Nunes N.. (2017).  Engineering and Deploying a Hardware and Software Platform to Collect and Label Non-Intrusive Load Monitoring Datasets. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT).
Pereira, L., & Chisik Y. (2017).  A Mouse Over a Hotspot Survey: An Exploration of Perceptions of Electricity Consumption and Patterns of Indecision. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT).
Pereira, L., Berges M., & Nunes N. (2017).  Proceedings of the 2017 Sustainable Internet and ICT for Sustainability (SustainIT). IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT). 1,
2015
Quintal, F., Pereira L., Jorge C., & Nunes N. (2015).  EnerSpectrum: Exposing the source of energy through plug-level eco-feedack. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT ’15) [poster abstract].
Pereira, L., & Nunes N. (2015).  Semi-Automatic Labeling for Non-Intrusive Load Monitoring Datasets. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT ’15) [poster abstract].
Pereira, L., & Nunes N. (2015).  Towards Systematic Performance Evaluation of Non-Intrusive Load Monitoring Algorithms and Systems. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT ’15) [poster abstract].
Nunes, N., Pereira L., & Nisi V. (2015).  Towards using Low-Cost Opportunistic Energy Sensing for Promoting Energy Conservation. Fostering Smart Energy Applications Workshop (FSEA 2015) [position paper].
Quintal, F., Pereira L., Nunes N., & Nisi V. (2015).  What-a-Watt: Exploring Electricity Production Literacy Through a Long Term Eco-Feedback Study. IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT ’15) [short paper].
2014
Scott, M., Pereira L., & Oakley I. (2014).  Show Me or Tell Me: Designing Avatars for Feedback. Interacting with Computers [Impact Factor:1.158].
Pereira, L., Nunes N., & Bergés M.. (2014).  SURF and SURF-PI: A File Format and API for Non-Intrusive Load Monitoring Public Datasets. International Conference on Future Energy Systems (e-Energy '14) [short paper].
Pereira, L., Quintal F., Gonçalves R., & Nunes N. (2014).  SustData: A Public Dataset for ICT4S Electric Energy Research. International Conference on ICT for Sustainability (ICT4S '14).
Barreto, M., Szóstek A., Karapanos E., Nunes N., Pereira L., & Quintal F. (2014).  Understanding families’ motivations for sustainable behaviors. Computers in Human Behavior. 40, 6 - 15.
Quintal, F., Pereira L., Nunes N., & Nisi V. (2014).  What-a-Watt : Where does my electricity comes from?. International Working Conference on Advanced Visual Interfaces (AVI '14) [Demo].

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