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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
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12
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 Unpaywall
IN MY: ORCID
13
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
14
TITLE: Selection of Replicas with Predictions of Resources Consumption
AUTHORS: José Monteiro; Óscar Oliveira ; Davide Carneiro ;
PUBLISHED: 2023, SOURCE: 22nd International Conference on Hybrid Intelligent Systems, HIS 2022 and the 18th International Conference on Information Assurance and Security, IAS 2022 in Lecture Notes in Networks and Systems, VOLUME: 647 LNNS
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
15
TITLE: Smart Mountain: A Solution Based on a Low-Cost Embedded System to Detect Urban Traffic in Natural Parks
AUTHORS: Paulo Costa; Eduardo Peixoto; Davide Carneiro ;
PUBLISHED: 2023, SOURCE: 5th International Conference on Machine Learning and Intelligent Systems, MLIS 2023 in Machine Learning and Artificial Intelligence - Proceedings of MLIS 2023, Hybrid Event, Macau, China, 17-20 November 2023., VOLUME: 374
INDEXED IN: Scopus DBLP
IN MY: DBLP
16
TITLE: Speculative Computation: Application Scenarios
AUTHORS: João Ramos ; Tiago Oliveira; Davide Carneiro ; Ken Satoh; Paulo Novais;
PUBLISHED: 2023, SOURCE: Handbook of Abductive Cognition
INDEXED IN: Scopus CrossRef Unpaywall
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TITLE: Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview
AUTHORS: Daniel Babo; Carla Pereira; Davide Carneiro ;
PUBLISHED: 2023, SOURCE: Information Systems and Technologies - WorldCIST 2023, Volume 2, Pisa, Italy, April 4-6, 2023., VOLUME: 800
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
18
TITLE: Teaching Data Structures and Algorithms Through Games
AUTHORS: Carneiro, Davide ; Carvalho, Mariana ;
PUBLISHED: 2023, SOURCE: 12th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning in METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING, VOLUME: 538
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
19
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 Ambient Intelligence - Software and Applications - 14th International Symposium on Ambient Intelligence, ISAmI 2023, Guimarães, Portugal, July 12-14, 2023, VOLUME: 770
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
20
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
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