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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
22
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
23
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
24
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
25
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
26
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
27
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
28
TITLE: Towards a Concrete Implementation of the Principle of Transparency in the Digital Services Act
AUTHORS: Carneiro, Davide ; Palumbo, Guilherme;
PUBLISHED: 2023, SOURCE: International Conference on Disruptive Technologies, Tech Ethics, and Artificial Intelligence (DITTET) in NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS AND ARTIFICIAL INTELLIGENCE, DITTET 2023, VOLUME: 1452
INDEXED IN: WOS
29
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: 21
30
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
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
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