Miguel Ângelo Machado Guimarães


AuthID: R-00K-P1B

Confirmed Publications: 12



1
TITLE: Algorithm Recommendation and Performance Prediction Using Meta-Learning  Full Text
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; GUIMARAES, MIGUEL ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
2
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
3
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
4
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 CrossRef
IN MY: ORCID
5
TITLE: Using meta-learning to predict performance metrics in machine learning problems  Full Text
AUTHORS: Carneiro, D ; GUIMARAES, MIGUEL ; Carvalho, M ; Paulo Novais;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID
6
7
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
8
TITLE: Explainable Decision Tree on Smart Human Mobility
AUTHORS: Luís Rosa; GUIMARAES, MIGUEL ; Davide Carneiro; Fábio Silva; César Analide;
PUBLISHED: 2022, SOURCE: Ambient Intelligence and Smart Environments - Workshops at 18th International Conference on Intelligent Environments (IE2022)
INDEXED IN: CrossRef
IN MY: ORCID
9
TITLE: A Meta-Learning Approach to Error Prediction
AUTHORS: GUIMARAES, MIGUEL ; Carneiro, Davide ;
PUBLISHED: 2021, SOURCE: 16th Iberian Conference on Information Systems and Technologies (CISTI) in PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021)
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
10
TITLE: Explainable intelligent environments
AUTHORS: Carneiro, D; Silva, F ; GUIMARAES, MIGUEL ; Sousa, D; Novais, P;
PUBLISHED: 2021, SOURCE: 11th International Symposium on Ambient Intelligence, ISAmI 2020 in Advances in Intelligent Systems and Computing, VOLUME: 1239 AISC
INDEXED IN: Scopus CrossRef: 7
IN MY: ORCID
Page 1 of 2. Total results: 12.

A place for researchers and their institutions

Useful Links

Get Help

© 2023 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service