41
TITLE: Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios
AUTHORS: Ramos, Diogo; Carneiro, Davide ; Paulo Novais ;
PUBLISHED: 2022, SOURCE: 14th International Symposium on Intelligent Distributed Computing (IDC) in INTELLIGENT DISTRIBUTED COMPUTING XIV, VOLUME: 1026
INDEXED IN: Scopus WOS DBLP CrossRef: 2
42
TITLE: A Conversational Interface for interacting with Machine Learning models PDF
AUTHORS: Davide Carneiro ; Patrícia Veloso; Miguel Guimarães ; Joana Baptista; Miguel Sousa;
PUBLISHED: 2021, SOURCE: Proceedings of 4th International Workshop on eXplainable and Responsible AI and Law co-located with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), Virtual Event, Sao Paolo, Brazil, June 21, 2021., VOLUME: 3168
INDEXED IN: DBLP
IN MY: DBLP
43
TITLE: A Data-Locality-Aware Distributed Learning System
AUTHORS: Davide Carneiro ; Filipe Oliveira ; Paulo Novais ;
PUBLISHED: 2021, SOURCE: 12th International Symposium on Ambient Intelligence, ISAmI 2021 in Ambient Intelligence - Software and Applications - 12th International Symposium on Ambient Intelligence, ISAmI 2021, Salamanca, Spain, 6-8 October, 2021., VOLUME: 483
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
44
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
46
TITLE: An Anthropocentric and Enhanced Predictive Approach to Smart City Management
AUTHORS: Carneiro, D ; Amaral, A ; Carvalho, M ; Barreto, L. ;
PUBLISHED: 2021, SOURCE: SMART CITIES, VOLUME: 4, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 7
47
TITLE: Continuous authentication with a focus on explainability  Full Text
AUTHORS: Rocha, R; Carneiro, D ; Paulo Novais ;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 423
INDEXED IN: Scopus WOS DBLP CrossRef: 8
48
TITLE: Interactive Learning in decision-support: an application to Fraud Detection
AUTHORS: Sousa, 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
49
TITLE: Meta-learning and the new challenges of machine learning
AUTHORS: Monteiro, JP; Ramos, D; Carneiro, D ; Duarte, F; Fernandes, JM; Paulo Novais ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, VOLUME: 36, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 32
50
TITLE: Optimization of the grapes reception process  Full Text
AUTHORS: Carneiro, D ; Pereira, J; Costa e Silva, Eliana ;
PUBLISHED: 2021, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 33, ISSUE: 14
INDEXED IN: Scopus WOS DBLP CrossRef: 2
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