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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
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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: 7
3
TITLE: Intelligent Management of Renewable Energy Communities: An MLaaS Framework with RL-Based Decision Making  Full Text
AUTHORS: Goncalves, Rafael; Gomes, Diogo ; Mário Antunes;
PUBLISHED: 2025, SOURCE: ENERGIES, VOLUME: 18, ISSUE: 13
INDEXED IN: Scopus WOS CrossRef
4
TITLE: Rethinking security: the resilience of shallow ML models
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo ; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Comparison of Semantic Similarity Models on Constrained Scenarios
AUTHORS: Teixeira, Rafael; Mário Antunes ; Gomes, Diogo ; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: INFORMATION SYSTEMS FRONTIERS, VOLUME: 26, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 7
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TITLE: Inference of Causal Networks Using a Topological Threshold
AUTHORS: Barroso, Filipe; Gomes, Diogo ; Baxter, Gareth J. ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12
INDEXED IN: Scopus WOS CrossRef
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TITLE: Pedagogical Strategies for Female Students in IT Disciplines to Promote Gender Equality: the Case of Five European Universities
AUTHORS: Elisabeth Pereira; Ana Vukičević; Frane Urem; Diogo Gomes ;
PUBLISHED: 2024, SOURCE: 7th International Conference on Gender Research, ICGR 2024 in Proceedings of the International Conference on Gender Research, VOLUME: 7, ISSUE: 1
INDEXED IN: Scopus CrossRef
8
TITLE: Privacy-Preserving Energy Optimisation in Home Automation Systems
AUTHORS: Henrique Sousa; Rafael Gonçalves; Mário Antunes ; Diogo Gomes ;
PUBLISHED: 2024, SOURCE: 5th Joint International Conference on AI, Big Data and Blockchain, ABB 2024 in Lecture Notes in Networks and Systems, VOLUME: 881 LNNS
INDEXED IN: Scopus CrossRef
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TITLE: A Dataflow-Oriented Approach for Machine-Learning-Powered Internet of Things Applications  Full Text
AUTHORS: Baldoni, Gabriele; Teixeira, Rafael; Guimaraes, Carlos; Mário Antunes ; Gomes, Diogo ; Corsaro, Angelo;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 18
INDEXED IN: Scopus WOS CrossRef: 3
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TITLE: A Zero-Touch and NFV-Based Full-Mesh VPNaaS Solution - Demo
AUTHORS: Gomes, Daniel; Direito, Rafael; Gomes, Diogo ; Aguiar, Rui L.;
PUBLISHED: 2023, SOURCE: 9th IEEE International Conference on Network Softwarization (IEEE NetSoft) - Boosting Future Networks through Advanced Softwarization in 2023 IEEE 9TH INTERNATIONAL CONFERENCE ON NETWORK SOFTWARIZATION, NETSOFT
INDEXED IN: Scopus WOS CrossRef
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