Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 45



1
TITLE: CapyMOA: Efficient Machine Learning for Data Streams in Python
AUTHORS: Heitor Murilo Gomes; Anton Lee; Nuwan Gunasekara; Yibin Sun; Guilherme Weigert Cassales; Justin Liu; Marco Heyden; Vítor Cerqueira ; Maroua Bahri; Yun Sing Koh; Bernhard Pfahringer; Albert Bifet;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07432
INDEXED IN: DBLP
IN MY: ORCID | DBLP
2
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 27th International Conference on Discovery Science in DISCOVERY SCIENCE, DS 2024, PT I, VOLUME: 15243
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
3
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
4
TITLE: Modelradar: aspect-based forecast evaluation  Full Text
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
INDEXED IN: Scopus WOS DBLP
IN MY: ORCID | DBLP
5
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121
INDEXED IN: DBLP
IN MY: ORCID | DBLP
6
TITLE: Stress-Testing of Multimodal Models in Medical Image-Based Report Generation
AUTHORS: Carvalhido, Flavia; Cardoso, Henrique Lopes ; Cerqueira, Vitor ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 28, VOLUME: 39, ISSUE: 28
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
7
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Cerqueira, Vitor ; Moniz, Nuno; Inacio, Ricardo; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
8
TITLE: Advancing Precision Aquaculture Through Big Data Analytics and Machine Learning in Canadian Fish Farming
AUTHORS: Francisco Bravo; Joana Amorim; Melika Besharati Amirkandeh; Peter Bodorik; Vitor Cerqueira ; Nuno R.C Gomes; Jennie Korus; Mariana Oliveira; Marianne Parent; João Pimentel; Derek Reilly; Tyler Sclodnick; Jon Grant; Ramón Filgueira; Christopher Whidden; Luis Torgo;
PUBLISHED: 2024, SOURCE: OCEANS 2024 - Halifax, OCEANS 2024 in Oceans Conference Record (IEEE)
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
9
TITLE: Forecasting ocean hypoxia in salmonid fish farms
AUTHORS: Vitor Cerqueira ; João Pimentel; Jennie Korus; Francisco Bravo; Joana Amorim; Mariana Oliveira; Andrew Swanson; Ramón Filgueira; Jon Grant; Luis Torgo;
PUBLISHED: 2024, SOURCE: Frontiers in Aquaculture, VOLUME: 3
INDEXED IN: CrossRef: 2
IN MY: ORCID | CIÊNCIAVITAE
10
TITLE: Instance-based meta-learning for conditionally dependent univariate multi-step forecasting  Full Text
AUTHORS: Vitor Cerqueira ; Luis Torgo ; Gianluca Bontempi;
PUBLISHED: 2024, SOURCE: International Journal of Forecasting, VOLUME: 40, ISSUE: 4
INDEXED IN: CrossRef: 3
IN MY: ORCID | CIÊNCIAVITAE
Page 1 of 5. Total results: 45.

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