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: Ricardo Inácio; Vítor Cerqueira ; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis, IDA 2025 in Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7-9, 2025, Proceedings, VOLUME: 15669
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
4
TITLE: ModelRadar: Aspect-based Forecast Evaluation
AUTHORS: Vítor Cerqueira ; Luis Roque; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2504.00059
INDEXED IN: DBLP
IN MY: ORCID | DBLP
5
TITLE: Stress-Testing of Multimodal Models in Medical Image-Based Report Generation
AUTHORS: Flávia Carvalhido; Henrique Lopes Cardoso ; Vítor Cerqueira ;
PUBLISHED: 2025, SOURCE: 39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025 in AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA, VOLUME: 39, ISSUE: 28
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
6
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
7
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
8
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
9
TITLE: Lag Selection for Univariate Time Series Forecasting Using Deep Learning: An Empirical Study
AUTHORS: José Leites; Vítor Cerqueira ; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
10
TITLE: Meta-TadGAN: Time Series Anomaly Detection Using TadGAN with Meta-features
AUTHORS: Inês Oliveira e Silva; Carlos Soares ; Vítor Cerqueira ; Arlete Rodrigues; Pedro Bastardo;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 1 of 5. Total results: 45.

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