1
TITLE: Supervised and unsupervised techniques in textile quality inspections
AUTHORS: Hugo Ferreira ; David Carneiro ; Miguel Guimarães ; Filipe Oliveira ;
PUBLISHED: 2024, SOURCE: 5th International Conference on Industry 4.0 and Smart Manufacturing, ISM 2023 in Procedia Computer Science, VOLUME: 232
INDEXED IN: Scopus
2
TITLE: Block size, parallelism and predictive performance: finding the sweet spot in distributed learning  Full Text
AUTHORS: Oliveira, Filipe ; Carneiro, Davide ; Guimaraes, Miguel ; Oliveira, Oscar ; Paulo Novais;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS
INDEXED IN: Scopus WOS CrossRef Unpaywall
3
TITLE: Dynamic Management of Distributed Machine Learning Projects
AUTHORS: Oliveira, F ; Alves, A; Moço, H; Monteiro, J; Oliveira Ó ; Carneiro, D; Novais, P;
PUBLISHED: 2023, SOURCE: 15th International Symposium on Intelligent Distributed Computing, IDC 2022 in Studies in Computational Intelligence, VOLUME: 1089 SCI
INDEXED IN: Scopus CrossRef Unpaywall
4
TITLE: Predicting Model Training Time to Optimize Distributed Machine Learning Applications  Full Text
AUTHORS: Guimaraes, Miguel ; Carneiro, Davide ; Palumbo, Guilherme; Oliveira, Filipe ; Oliveira, Oscar ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
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5
TITLE: The Impact of Data Selection Strategies on Distributed Model Performance
AUTHORS: Miguel Guimarães ; Filipe Oliveira ; Davide Carneiro ; Paulo Novais;
PUBLISHED: 2023, SOURCE: 14th International Symposium on Ambient Intelligence, ISAmI 2023 in Lecture Notes in Networks and Systems, VOLUME: 770 LNNS
INDEXED IN: Scopus CrossRef Unpaywall
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6
TITLE: A Data-Locality-Aware Distributed Learning System
AUTHORS: Davide Carneiro ; Filipe Oliveira ; Paulo Novais;
PUBLISHED: 2021, SOURCE: 12th International Symposium on Ambient Intelligence, ISAmI 2021 in Ambient Intelligence - Software and Applications - 12th International Symposium on Ambient Intelligence, ISAmI 2021, Salamanca, Spain, 6-8 October, 2021., VOLUME: 483
INDEXED IN: Scopus DBLP CrossRef Unpaywall