Miguel Ângelo Machado Guimarães


AuthID: R-00K-P1B

Confirmed Publications: 18



1
TITLE: A Human-Centric Architecture for Natural Interaction with Organizational Systems
AUTHORS: Miguel Guimarães ; Davide Carneiro ; Lucas Soares; Miguel Ribeiro; Gilberto Loureiro;
PUBLISHED: 2025, SOURCE: FICC (1), VOLUME: 1283 LNNS
INDEXED IN: Scopus DBLP CrossRef
2
TITLE: Application of Meta Learning in Quality Assessment of Wearable Electrocardiogram Recordings
AUTHORS: Huerta, Alvaro; Martinez Rodrigo, Arturo; Guimaraes, Miguel ; Carneiro, Davide ; Rieta, Jose J.; Alcaraz, Raul;
PUBLISHED: 2024, SOURCE: 11th International Conference on E-Health and Bioengineering (EHB) in ADVANCES IN DIGITAL HEALTH AND MEDICAL BIOENGINEERING, VOL 2, EHB-2023, VOLUME: 110
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
3
TITLE: Block size, parallelism and predictive performance: finding the sweet spot in distributed learning
AUTHORS: Oliveira, Filipe ; Carneiro, Davide ; Guimaraes, Miguel ; Oliveira, Oscar ; Paulo Novais ;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, VOLUME: 39, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
4
TITLE: Supervised and unsupervised techniques in textile quality inspections
AUTHORS: Ferreira, Hugo M. ; Carneiro, David R. ; Guimaraes, Miguel A. . ; Oliveira, Filipe V. ;
PUBLISHED: 2024, SOURCE: 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
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID
5
TITLE: Algorithm Recommendation and Performance Prediction Using Meta-Learning
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Guimares, Miguel ; Alves, Victor ; Paulo Novais ;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, ISSUE: 03
INDEXED IN: Scopus WOS DBLP CrossRef: 13
6
TITLE: Predicting and explaining absenteeism risk in hospital patients before and during COVID-19  Full Text
AUTHORS: Borges, Ana ; Carvalho, Mariana ; Maia, Miguel; Guimaraes, Miguel ; Carneiro, Davide ;
PUBLISHED: 2023, SOURCE: SOCIO-ECONOMIC PLANNING SCIENCES, VOLUME: 87
INDEXED IN: Scopus WOS CrossRef: 2 Unpaywall
IN MY: ORCID
7
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: 5 Unpaywall
IN MY: ORCID
8
TITLE: Real-Time Algorithm Recommendation Using Meta-Learning
AUTHORS: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais ; Alves, Victor ;
PUBLISHED: 2023, SOURCE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603
INDEXED IN: Scopus WOS DBLP CrossRef
9
TITLE: The Impact of Data Selection Strategies on Distributed Model Performance
AUTHORS: Miguel Guimarães ; Filipe Oliveira ; Davide Carneiro ; Paulo Novais ;
PUBLISHED: 2023, SOURCE: ISAmI, VOLUME: 770 LNNS
INDEXED IN: Scopus DBLP CrossRef Unpaywall
10
TITLE: Using meta-learning to predict performance metrics in machine learning problems
AUTHORS: Carneiro, D ; Guimaraes, M ; Carvalho, M ; Paulo Novais ;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 30
Page 1 of 2. Total results: 18.

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