Vítor Manuel Araújo Cerqueira


AuthID: R-00F-R0R

Publications Requiring Validation

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: DBLP
2
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira; Nuno Moniz; Ricardo Inácio; 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 II, VOLUME: 14968
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
3
TITLE: On-the-fly Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira; Moisés Rocha dos Santos; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16918
INDEXED IN: DBLP
IN MY: DBLP
4
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
IN MY: DBLP
5
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 27th International Conference on Discovery Science, DS 2024 in Discovery Science - 27th International Conference, DS 2024, Pisa, Italy, October 14-16, 2024, Proceedings, Part I, VOLUME: 15243
INDEXED IN: Scopus DBLP CrossRef
IN MY: DBLP
6
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.17008
INDEXED IN: DBLP
IN MY: DBLP
7
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: 2
IN MY: ORCID
8
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
IN MY: ORCID
9
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
IN MY: DBLP
10
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
Page 1 of 2. Total results: 15.

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