1
TITLE: Efficient training: Federated learning cost analysis
AUTHORS: Teixeira, Rafael; Almeida, Leonardo; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: BIG DATA RESEARCH, VOLUME: 40
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
2
TITLE: Accelerating Energy Forecasting with Data Dimensionality Reduction in a Residential Environment  Full Text
AUTHORS: Goncalves, Rafael; Magalhaes, Diogo; Teixeira, Rafael; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: ENERGIES, VOLUME: 18, ISSUE: 7
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
3
TITLE: Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract)
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA) in 2024 IEEE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, DSAA 2024
INDEXED IN: Scopus WOS DBLP
4
TITLE: MoFaaS: A Moving Target Defense Approach to Fortify Functions as a Service
AUTHORS: Escaleira, Pedro; Cunha, Vitor A.; João Paulo Barraca; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: 29th IEEE Symposium on Computers and Communications (IEEE ISCC) in 2024 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, ISCC 2024
INDEXED IN: Scopus WOS DBLP
5
TITLE: Shallow vs. Deep Learning: Prioritizing Efficiency in Next Generation Networks
AUTHORS: Teixeira, Rafael; Almeida, Leonardo; Rodrigues, Pedro; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
INDEXED IN: Scopus WOS DBLP
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TITLE: Improving Automotive Aftermarket Forecasting with MLOps
AUTHORS: Sobral, Pedro; Teixeira, Rafael; Marques, Ricardo; Figueiredo, Nuno; Mário Antunes; Gomes, Diogo;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
INDEXED IN: Scopus WOS DBLP
7
TITLE: Scalable semantic aware context storage
AUTHORS: Mário Antunes; Diogo Gomes; Rui L Aguiar;
PUBLISHED: 2016, SOURCE: Future Gener. Comput. Syst., VOLUME: 56
INDEXED IN: DBLP
9
TITLE: TVPulse: Improvements on detecting TV highlightsin Social Networks using metadata and semanticsimilarity
AUTHORS: Afonso Vilaça; Mário Antunes; Diogo Gomes;
PUBLISHED: 2015, SOURCE: 14ª Conferência sobre Redes de Computadores
INDEXED IN: Handle
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