Miguel Ângelo Machado Guimarães


AuthID: R-00K-P1B

Confirmed Publications: 15



1
TITLE: Algorithm Recommendation and Performance Prediction Using Meta-Learning  Full Text
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Guimares, Miguel ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
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: 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 Unpaywall
IN MY: ORCID
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
IN MY: ORCID
5
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
IN MY: ORCID | DBLP
6
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
IN MY: ORCID
7
TITLE: Using meta-learning to predict performance metrics in machine learning problems  Full Text
AUTHORS: Carneiro, D ; Guimaraes, M ; Carvalho, M ; Paulo Novais;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 11
IN MY: ORCID | DBLP
8
9
TITLE: Continuously Learning from User Feedback
AUTHORS: Carneiro, Davide ; Sousa, Miguel ; Palumbo, Guilherme; Guimaraes, Miguel ; Carvalho, Mariana ; Paulo Novais;
PUBLISHED: 2022, SOURCE: World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2022, VOL 1, VOLUME: 468
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
10
TITLE: Explainable Decision Tree on Smart Human Mobility
AUTHORS: Luís Rosa; Miguel Guimarães ; Davide Carneiro; Fábio Silva; Cesar Analide;
PUBLISHED: 2022, SOURCE: Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022., VOLUME: 31
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
Page 1 of 2. Total results: 15.

A place for researchers and their institutions

Useful Links

Get Help

© 2024 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service