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TÃTULO: Application of Meta Learning in Quality Assessment of Wearable Electrocardiogram Recordings
AUTORES: Huerta, Alvaro; Martinez Rodrigo, Arturo; Guimaraes, Miguel ; Carneiro, Davide ; Rieta, Jose J.; Alcaraz, Raul;
PUBLICAÇÃO: 2024, FONTE: 11th International Conference on E-Health and Bioengineering (EHB) in ADVANCES IN DIGITAL HEALTH AND MEDICAL BIOENGINEERING, VOL 2, EHB-2023, VOLUME: 110

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TÃTULO: Supervised and unsupervised techniques in textile quality inspections
AUTORES: Ferreira, Hugo M. ; Carneiro, David R. ; Guimaraes, Miguel A. . ; Oliveira, Filipe V. ;
PUBLICAÇÃO: 2024, FONTE: 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM) in 5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023, VOLUME: 232

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TÃTULO: Algorithm Recommendation and Performance Prediction Using Meta-Learning Full Text
AUTORES: Palumbo, Guilherme; Carneiro, Davide ; Guimares, Miguel ; Alves, Victor; Paulo Novais;
PUBLICAÇÃO: 2023, FONTE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, NÚMERO: 3

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TÃTULO: Block size, parallelism and predictive performance: finding the sweet spot in distributed learning Full Text
AUTORES: Oliveira, Filipe ; Carneiro, Davide ; Guimaraes, Miguel ; Oliveira, Oscar ; Paulo Novais;
PUBLICAÇÃO: 2023, FONTE: INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, VOLUME: 39, NÚMERO: 3

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ORCID |

TÃTULO: Predicting and explaining absenteeism risk in hospital patients before and during COVID-19 Full Text
AUTORES: Borges, Ana ; Carvalho, Mariana ; Maia, Miguel; Guimaraes, Miguel ; Carneiro, Davide ;
PUBLICAÇÃO: 2023, FONTE: SOCIO-ECONOMIC PLANNING SCIENCES, VOLUME: 87

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TÃTULO: Predicting Model Training Time to Optimize Distributed Machine Learning Applications Full Text
AUTORES: Guimaraes, Miguel ; Carneiro, Davide ; Palumbo, Guilherme; Oliveira, Filipe ; Oliveira, Oscar ; Alves, Victor; Paulo Novais;
PUBLICAÇÃO: 2023, FONTE: ELECTRONICS, VOLUME: 12, NÚMERO: 4

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TÃTULO: Real-Time Algorithm Recommendation Using Meta-Learning
AUTORES: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais; Alves, Victor;
PUBLICAÇÃO: 2023, FONTE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603

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TÃTULO: The Impact of Data Selection Strategies on Distributed Model Performance
AUTORES: Miguel Guimarães ; Filipe Oliveira ; Davide Carneiro ; Paulo Novais;
PUBLICAÇÃO: 2023, FONTE: 14th International Symposium on Ambient Intelligence, ISAmI 2023 in Ambient Intelligence - Software and Applications - 14th International Symposium on Ambient Intelligence, ISAmI 2023, Guimarães, Portugal, July 12-14, 2023, VOLUME: 770

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Scopus

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ORCID |