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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
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12
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
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13
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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14
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
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15
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
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16
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
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17
TITLE: Using Segmentation to Improve Machine Learning Performance in Human-in-the-Loop Systems
AUTHORS: Carneiro, Davide ; Carvalho, Mariana ;
PUBLISHED: 2023, SOURCE: Intelligent Systems Conference (IntelliSys) in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, VOLUME: 543
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18
TITLE: A Framework for Online Education in Computer Science Degrees with a Focus on Motivation
AUTHORS: Carneiro, Davide ; Ricardo Barbosa ;
PUBLISHED: 2022, SOURCE: 11th International Conference on Methodologies and Intelligent Systems for Technology-Enhanced Learning (MIS4TEL) in METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING, VOLUME: 326
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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20
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
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