Lucas Pereira

Orcid: 0000-0002-9110-8775

According to our database1, Lucas Pereira authored at least 65 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
PyECOM: A Python tool for analyzing and simulating Energy Communities.
SoftwareX, December, 2023

Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.
IEEE Trans. Ind. Informatics, May, 2023

ANR: A New Metric to Quantify the Appliance to Noise Ratio in Load Disaggregation Datasets.
IEEE Trans. Instrum. Meas., 2023

A Computational Implementation for Creating Electric Vehicles Profiles.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Energy Resources Scheduling in Energy Communities: A comparison between Mixed Integer Linear Programming and Hybrid-adaptive Differential Evolution with decay function.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2023

Virtual Assistants for Energy Efficiency: Real World Tryouts.
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023

2022
Privacy protection in smart meters using homomorphic encryption: An overview.
WIREs Data Mining Knowl. Discov., 2022

FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates.
IEEE Trans. Smart Grid, 2022

A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms.
Sensors, 2022

Appliance recognition with combined single- and multi-label approaches.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2021

FIKWater: A Water Consumption Dataset from Three Restaurant Kitchens in Portugal.
Data, 2021

FIKWaste: A Waste Generation Dataset from Three Restaurant Kitchens in Portugal.
Data, 2021

Towards pro-social load balancing in energy communities.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Computer Supported Collaborative Learning for Programming: A Systematic Review.
Proceedings of the 13th International Conference on Computer Supported Education, 2021

2020
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira.
Neural Comput. Appl., 2020

Towards Phase Balancing using Energy Storage.
CoRR, 2020

PB-NILM: Pinball Guided Deep Non-Intrusive Load Monitoring.
IEEE Access, 2020

On the Relationship between Seasons of the Year and Disaggregation Performance.
Proceedings of the NILM '20, 2020

UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM.
Proceedings of the NILM '20, 2020

Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Understanding the challenges behind Electric Vehicle usage by drivers - a case study in the Madeira Autonomous Region.
Proceedings of the ICT4S 2020: 7th International Conference on ICT for Sustainability, 2020

Energy Storage Optimization for Grid Reliability.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019
dsCleaner: A Python Library to Clean, Preprocess and Convert Non-Instrusive Load Monitoring Datasets.
Data, 2019

NILMPEds: A Performance Evaluation Dataset for Event Detection Algorithms in Non-Intrusive Load Monitoring.
Data, 2019

Energy Storage in Madeira, Portugal: Co-optimizing for Arbitrage, Self-Sufficiency, Peak Shaving and Energy Backup.
CoRR, 2019

Arbitrage with Power Factor Correction using Energy Storage.
CoRR, 2019

Ultrasonic waste monitoring in the future industrial kitchen: poster abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Future Industrial Kitchen: Challenges and Opportunities.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Electricity Consumption Data Sets: Pitfalls and Opportunities.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

An Optimized Image Fusion Method for Fume Removal in Automated Welding Robots Field.
Proceedings of the Latin American Robotics Symposium, 2019

On the Value Proposition of Battery Energy Storage in Self-Consumption Only Scenarios: A Case-Study in Madeira Island.
Proceedings of the IECON 2019, 2019

The Acceptance of Energy Monitoring Technologies - the Case of Local Prosumers.
Proceedings of the 6th International Conference on ICT for Sustainability, 2019

MyTukxi: Low Cost Smart Charging for Small Scale EVs.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

A Mouse (H)Over a Hotspot Survey: An Exploration of Patterns of Hesitation through Cursor Movement Metrics.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review.
WIREs Data Mining Knowl. Discov., 2018

Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers.
Computing, 2018

Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems.
Proceedings of the 5th International Conference on Information and Communication Technology for Sustainability, 2018

On the Challenges of Charging Electric Vehicles in Domestic Environments.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

2017
A comparison of performance metrics for event classification in Non-Intrusive Load Monitoring.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

EMD-DF: a data model and file format for energy disaggregation datasets.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017

A mouse over a hotspot survey: An exploration of perceptions of electricity consumption and patterns of indecision.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017

Developing and evaluating a probabilistic event detector for non-intrusive load monitoring.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017

2015
Show Me or Tell Me: Designing Avatars for Feedback.
Interact. Comput., 2015

What-a-Watt: exploring electricity production literacy through a long term eco-feedback study.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015

EnerSpectrum: exposing the source of energy through plug-level eco-feedack.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015

Semi-automatic labeling for public non-intrusive load monitoring datasets.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015

Towards systematic performance evaluation of non-intrusive load monitoring algorithms and systems.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015

Ontologia de Domínio de Doação de Órgãos e Tecidos para apoio a Integração Semântica de Sistemas.
Proceedings of the XVIII IberoAmerican Conference on Software Engineering, 2015

2014
Understanding families' motivations for sustainable behaviors.
Comput. Hum. Behav., 2014

SustData: A Public Dataset for ICT4S Electric Energy Research.
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014

SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets.
Proceedings of the Fifth International Conference on Future Energy Systems, 2014

2013
Understanding the Limitations of Eco-feedback: A One-Year Long-Term Study.
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

WATTSBurning: Design and Evaluation of an Innovative Eco-Feedback System.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

WattsBurning on My Mailbox: A Tangible Art Inspired Eco-feedback Visualization for Sharing Energy Consumption.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

2012
Low Cost Framework for Non-intrusive Home Energy Monitoring and Research.
Proceedings of the SMARTGREENS 2012 - Proceedings of the 1st International Conference on Smart Grids and Green IT Systems, Porto, Portugal, 19, 2012

The design of a hardware-software platform for long-term energy eco-feedback research.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2012

HomeTree - An Art Inspired Mobile Eco-feedback Visualization.
Proceedings of the Advances in Computer Entertainment - 9th International Conference, 2012

2010
Architecting a Model-Driven Aspect-Oriented Product Line for a Digital TV Middleware: A Refactoring Experience.
Proceedings of the Software Architecture, 4th European Conference, 2010

2007
Cross-Media User Interfaces for Controlling the Enterprise - The EAGLE Integrated System.
Proceedings of the ICEIS 2007, 2007

2000
The digital Michelangelo project: 3D scanning of large statues.
Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000

1997
Image replacement through texture synthesis.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997


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