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Lucas Pereira

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2020 – today

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2024
[j19]
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Vasco Andrade, Hugo Morais, Lucas Pereira:
Industrial kitchen appliance consumption forecasting: Hour-ahead and day-ahead perspectives with post-processing improvements. Comput. Electr. Eng. 116: 109145 (2024)
[j18]
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Mikolaj Krutnik, Andressa Pedro, Van Malcolm Yadack, Hugo Morais, Lucas Pereira:
On the Potential of Tertiary Espresso Machines to Provide Frequency Containment Reserves Services. IEEE Trans. Consumer Electron. 70(1): 173-182 (2024)
[c46]
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  - conf/chi/Isaza-GiraldoBC24
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Andrés Isaza-Giraldo, Paulo Bala, Pedro F. Campos, Lucas Pereira:
Prompt-Gaming: A Pilot Study on LLM-Evaluating Agent in a Meaningful Energy Game. CHI Extended Abstracts 2024: 272:1-272:12
[i6]
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  - journals/corr/abs-2407-11571
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Lucas Pereira, Vineet Jagadeesan Nair, Bruno Dias, Hugo Morais, Anuradha Annaswamy:
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience. CoRR abs/2407.11571 (2024)
2023
[j17]
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  - journals/softx/GomesPEM23
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Eduardo Gomes, Lucas Pereira, Augusto Esteves, Hugo Morais:
PyECOM: A Python tool for analyzing and simulating Energy Communities. SoftwareX 24: 101580 (2023)
[j16]
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  - journals/tii/BousbiatFKPE23
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Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich:
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19(5): 7002-7010 (2023)
[j15]
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João Gois, Lucas Pereira:
ANR: A New Metric to Quantify the Appliance to Noise Ratio in Load Disaggregation Datasets. IEEE Trans. Instrum. Meas. 72: 1-8 (2023)
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  - conf/goodit/FialhoSPN23
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Francisco Santos Fialho, Sabrina Scuri, Lucas Pereira, Nuno Jardim Nunes:
Virtual Assistants for Energy Efficiency: Real World Tryouts. GoodIT 2023: 299-306
[c44]
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  - conf/icassp/FaustineP23
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Anthony Faustine, Lucas Pereira:
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring. ICASSP 2023: 1-5
[c43]
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  - conf/indin/PereiraCM23
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Lucas Pereira, Jonathan Cavaleiro, Hugo Morais:
Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island. INDIN 2023: 1-7
[c42]
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  - conf/isgteurope/GomesPM23
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Eduardo Gomes, Lucas Pereira, Hugo Morais:
Energy Resources Scheduling in Energy Communities: A comparison between Mixed Integer Linear Programming and Hybrid-adaptive Differential Evolution with decay function. ISGT EUROPE 2023: 1-5
[c41]
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Cindy P. Guzmán, Eduardo Gomes, Lucas Pereira, Hugo Morais:
A Computational Implementation for Creating Electric Vehicles Profiles. ISGT EUROPE 2023: 1-5
2022
[j14]
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  - journals/sensors/GoisPN22
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João Gois, Lucas Pereira, Nuno Nunes:
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms. Sensors 22(18): 6914 (2022)
[j13]
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  - journals/tsg/FaustineP22
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Anthony Faustine, Lucas Pereira:
FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates. IEEE Trans. Smart Grid 13(3): 2440-2451 (2022)
[j12]
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Zita Abreu, Lucas Pereira:
Privacy protection in smart meters using homomorphic encryption: An overview. WIREs Data Mining Knowl. Discov. 12(4) (2022)
[c40]
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  - conf/sensys/MancaFP22
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Marco Manolo Manca, Anthony Faustine, Lucas Pereira:
Appliance recognition with combined single- and multi-label approaches. BuildSys@SenSys 2022: 388-392
2021
[j11]
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  - journals/data/PereiraAV21
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Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos:
FIKWaste: A Waste Generation Dataset from Three Restaurant Kitchens in Portugal. Data 6(3): 25 (2021)
[j10]
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  - journals/data/PereiraAV21a
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Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos:
FIKWater: A Water Consumption Dataset from Three Restaurant Kitchens in Portugal. Data 6(3): 26 (2021)
[j9]
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  - journals/tsg/FaustinePK21
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Anthony Faustine, Lucas Pereira, Christoph Klemenjak:
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 12(1): 398-406 (2021)
[c39]
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  - conf/csedu/SolSRP21
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Ricardo Sol, Elci Alcione Santos, Manuel Cabral Reis, Lucas Pereira:
Computer Supported Collaborative Learning for Programming: A Systematic Review. CSEDU (2) 2021: 184-191
[c38]
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  - conf/sensys/VelosaP21
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Nuno Velosa, Lucas Pereira:
Towards pro-social load balancing in energy communities. BuildSys@SenSys 2021: 240-241
2020
[j8]
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  - journals/access/GomesP20
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Eduardo Gomes, Lucas Pereira:
PB-NILM: Pinball Guided Deep Non-Intrusive Load Monitoring. IEEE Access 8: 48386-48398 (2020)
[j7]
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  - journals/nca/TorabiRCPQND20
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Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado Dias:
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira. Neural Comput. Appl. 32(20): 15835-15844 (2020)
[c37]
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  - conf/eenergy/HashmiBDP20
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Md Umar Hashmi, Ana Busic, Deepjyoti Deka, Lucas Pereira:
Energy Storage Optimization for Grid Reliability. e-Energy 2020: 516-522
[c36]
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  - conf/ict4s/BarrosBP20
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Luísa Barros, Mary Barreto, Lucas Pereira:
Understanding the challenges behind Electric Vehicle usage by drivers - a case study in the Madeira Autonomous Region. ICT4S 2020: 88-97
[c35]
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  - conf/isgt/HashmiCPB20
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Md Umar Hashmi, Jonathan Cavaleiro, Lucas Pereira, Ana Busic:
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal. ISGT 2020: 1-5
[c34]
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  - conf/sensys/GoisKP20
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João Gois, Christoph Klemenjak, Lucas Pereira:
On the Relationship between Seasons of the Year and Disaggregation Performance. NILM@SenSys 2020: 70-74
[c33]
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  - conf/sensys/FaustinePBK20
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Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni:
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM. NILM@SenSys 2020: 84-88
[i5]
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  - journals/corr/abs-2002-04177
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Md Umar Hashmi, José Horta, Lucas Pereira, Zachary Lee, Ana Busic, Daniel Kofman:
Towards Phase Balancing using Energy Storage. CoRR abs/2002.04177 (2020)
[i4]
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  - journals/corr/abs-2004-08770
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Md Umar Hashmi, Deepjyoti Deka, Lucas Pereira, Ana Busic:
Energy Storage Optimization for Grid Reliability. CoRR abs/2004.08770 (2020)

2010 – 2019

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2019
[j6]
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  - journals/data/PereiraVP19
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Manuel Pereira, Nuno Velosa, Lucas Pereira:
dsCleaner: A Python Library to Clean, Preprocess and Convert Non-Instrusive Load Monitoring Datasets. Data 4(3): 123 (2019)
[j5]
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Lucas Pereira:
NILMPEds: A Performance Evaluation Dataset for Event Detection Algorithms in Non-Intrusive Load Monitoring. Data 4(3): 127 (2019)
[c32]
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  - conf/chi/Pereira19
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Lucas Pereira:
A Mouse (H)Over a Hotspot Survey: An Exploration of Patterns of Hesitation through Cursor Movement Metrics. CHI Extended Abstracts 2019
[c31]
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  - conf/chi/QuintalSBPVP19
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Filipe Quintal, Sabrina Scuri, Mary Barreto, Lucas Pereira, Dino Vasconcelos, Daniel Pestana:
MyTukxi: Low Cost Smart Charging for Small Scale EVs. CHI Extended Abstracts 2019
[c30]
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  - conf/ict4s/BarretoPQ19
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Mary Barreto, Lucas Pereira, Filipe Quintal:
The Acceptance of Energy Monitoring Technologies - the Case of Local Prosumers. ICT4S 2019
[c29]
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  - conf/iecon/PereiraC19
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Lucas Pereira, Jonathan Cavaleiro:
On the Value Proposition of Battery Energy Storage in Self-Consumption Only Scenarios: A Case-Study in Madeira Island. IECON 2019: 4569-4574
[c28]
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Edwilson Vaz, Átila Astor Weis, Paulo Drews Jr., Silvia Botelho, Cristiano Rafael Steffens, Lucas Pereira:
An Optimized Image Fusion Method for Fume Removal in Automated Welding Robots Field. LARS/SBR/WRE 2019: 275-280
[c27]
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  - conf/sensys/KlemenjakRPMBE19
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Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich:
Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys@SenSys 2019: 159-162
[c26]
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Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos:
Future Industrial Kitchen: Challenges and Opportunities. BuildSys@SenSys 2019: 163-164
[c25]
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Fábio Vasconcelos, Vitor Aguiar, Lucas Pereira:
Ultrasonic waste monitoring in the future industrial kitchen: poster abstract. SenSys 2019: 446-447
[i3]
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  - journals/corr/abs-1903-06132
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Md Umar Hashmi, Deepjyoti Deka, Ana Busic, Lucas Pereira, Scott Backhaus:
Arbitrage with Power Factor Correction using Energy Storage. CoRR abs/1903.06132 (2019)
[i2]
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  - journals/corr/abs-1904-00463
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Md Umar Hashmi, Lucas Pereira, Ana Busic:
Energy Storage in Madeira, Portugal: Co-optimizing for Arbitrage, Self-Sufficiency, Peak Shaving and Energy Backup. CoRR abs/1904.00463 (2019)
[i1]
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  - journals/corr/abs-1911-10458
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Md Umar Hashmi, Jonathan Cavaleiro, Lucas Pereira, Ana Busic:
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal. CoRR abs/1911.10458 (2019)
2018
[j4]
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Lucas Pereira, Antonio G. Ravelo-García:
Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. Computing 100(11): 1133-1135 (2018)
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Lucas Pereira, Nuno Nunes:
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review. WIREs Data Mining Knowl. Discov. 8(6) (2018)
[c24]
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  - conf/eenergy/BarrosPP18
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Luísa Barros, Lucas Pereira, Parakram Pyakurel:
On the Challenges of Charging Electric Vehicles in Domestic Environments. e-Energy 2018: 420-422
[c23]
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Lucas Pereira, Rodolfo Gonçalves, Filipe Quintal, Nuno Nunes:
Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems. ICT4S 2018: 289-300
2017
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Lucas Pereira, Miguel Ribeiro, Nuno Nunes:
Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets. SustainIT 2017: 1-9
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Lucas Pereira:
Developing and evaluating a probabilistic event detector for non-intrusive load monitoring. SustainIT 2017: 37-46
[c20]
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Lucas Pereira, Yoram Chisik:
A mouse over a hotspot survey: An exploration of perceptions of electricity consumption and patterns of indecision. SustainIT 2017: 100-103
[c19]
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Lucas Pereira:
EMD-DF: a data model and file format for energy disaggregation datasets. BuildSys@SenSys 2017: 52:1-52:2
[c18]
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  - conf/smartgridcomm/Pereira017
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Lucas Pereira, Nuno Nunes:
A comparison of performance metrics for event classification in Non-Intrusive Load Monitoring. SmartGridComm 2017: 159-164
2015
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Michelle Scott, Lucas Pereira, Ian Oakley:
Show Me or Tell Me: Designing Avatars for Feedback. Interact. Comput. 27(4): 458-469 (2015)
[c17]
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Lucas Pereira, Rodrigo F. Calhau, Paulo Sérgio dos Santos Júnior, Mateus B. Costa:
Ontologia de Domínio de Doação de Órgãos e Tecidos para apoio a Integração Semântica de Sistemas. CIbSE 2015: 222
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Lucas Pereira, Nuno Jardim Nunes:
Towards systematic performance evaluation of non-intrusive load monitoring algorithms and systems. SustainIT 2015: 1-3
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Lucas Pereira, Nuno Jardim Nunes:
Semi-automatic labeling for public non-intrusive load monitoring datasets. SustainIT 2015: 1-4
[c14]
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Filipe Quintal, Lucas Pereira, Clinton Jorge, Nuno Jardim Nunes:
EnerSpectrum: exposing the source of energy through plug-level eco-feedack. SustainIT 2015: 1-3
[c13]
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Filipe Quintal, Lucas Pereira, Nuno Jardim Nunes, Valentina Nisi:
What-a-Watt: exploring electricity production literacy through a long term eco-feedback study. SustainIT 2015: 1-6
2014
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Mary Barreto, Agnieszka Matysiak Szóstek, Evangelos Karapanos, Nuno Jardim Nunes, Lucas Pereira, Filipe Quintal:
Understanding families' motivations for sustainable behaviors. Comput. Hum. Behav. 40: 6-15 (2014)
[c12]
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Lucas Pereira, Nuno Jardim Nunes, Mario Berges:
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets. e-Energy 2014: 225-226
[c11]
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Lucas Pereira, Filipe Quintal, Rodolfo Gonçalves, Nuno Jardim Nunes:
SustData: A Public Dataset for ICT4S Electric Energy Research. ICT4S 2014
2013
[c10]
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Filipe Quintal, Mary Barreto, Nuno Jardim Nunes, Valentina Nisi, Lucas Pereira:
WattsBurning on My Mailbox: A Tangible Art Inspired Eco-feedback Visualization for Sharing Energy Consumption. INTERACT (4) 2013: 133-140
[c9]
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Filipe Quintal, Lucas Pereira, Nuno Jardim Nunes, Valentina Nisi, Mary Barreto:
WATTSBurning: Design and Evaluation of an Innovative Eco-Feedback System. INTERACT (1) 2013: 453-470
[c8]
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Lucas Pereira, Filipe Quintal, Mary Barreto, Nuno Jardim Nunes:
Understanding the Limitations of Eco-feedback: A One-Year Long-Term Study. CHI-KDD 2013: 237-255
2012
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Filipe Quintal, Valentina Nisi, Nuno Jardim Nunes, Mary Barreto, Lucas Pereira:
HomeTree - An Art Inspired Mobile Eco-feedback Visualization. Advances in Computer Entertainment 2012: 545-548
[c6]
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Lucas Pereira, Filipe Quintal, Nuno Jardim Nunes, Mario Berges:
The design of a hardware-software platform for long-term energy eco-feedback research. EICS 2012: 221-230
[c5]
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Lucas Pereira, Nuno Jardim Nunes:
Low Cost Framework for Non-intrusive Home Energy Monitoring and Research. SMARTGREENS 2012: 191-196
2010
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Diego Saraiva, Lucas Pereira, Thaís Vasconcelos Batista, Flávia Coimbra Delicato, Paulo F. Pires, Uirá Kulesza, Rodrigo P. M. de Araújo, Tássia Freitas, Sindolfo Miranda Filho, Ana Liz S. Souto:
Architecting a Model-Driven Aspect-Oriented Product Line for a Digital TV Middleware: A Refactoring Experience. ECSA 2010: 166-181

2000 – 2009

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What is the meaning of the colors in the publication lists?

2007
[c3]
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Pedro F. Campos, Filipe Sousa, Lucas Pereira, Carlos Perestrelo, Duarte Freitas:
Cross-Media User Interfaces for Controlling the Enterprise - The EAGLE Integrated System. ICEIS (5) 2007: 129-135
2000
[c2]
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  - conf/siggraph/LevoyPCRKPGADGSF00
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Marc Levoy, Kari Pulli, Brian Curless, Szymon Rusinkiewicz, David Koller, Lucas Pereira, Matt Ginzton, Sean E. Anderson, James Davis, Jeremy Ginsberg, Jonathan Shade, Duane Fulk:
The digital Michelangelo project: 3D scanning of large statues. SIGGRAPH 2000: 131-144

1990 – 1999

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What is the meaning of the colors in the publication lists?

1997
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Homan Igehy, Lucas Pereira:
Image replacement through texture synthesis. ICIP (3) 1997: 186-189

Coauthor Index

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