Vítor Manuel Araújo Cerqueira
AuthID: R-00F-R0R
1
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.18537
AUTHORS: Vítor Cerqueira; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.18537
INDEXED IN: 
DBLP
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DBLP2
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
AUTHORS: Vítor Cerqueira; Moisés Rocha dos Santos; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16918
INDEXED IN: DBLP
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DBLP3
TITLE: Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical Study
AUTHORS: José Leites; Vítor Cerqueira; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.11237
AUTHORS: José Leites; Vítor Cerqueira; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.11237
INDEXED IN: DBLP
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DBLP4
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16590
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16590
INDEXED IN: DBLP
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DBLP5
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
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.17008
INDEXED IN: DBLP
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DBLP6
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
AUTHORS: Vitor Cerqueira; Luis Torgo; Gianluca Bontempi;
PUBLISHED: 2024, SOURCE: International Journal of Forecasting, VOLUME: 40, ISSUE: 4
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
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
8
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14563
AUTHORS: Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14563
INDEXED IN: DBLP
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DBLP9
TITLE: Towards time-evolving analytics: Online learning for time-dependent evolving data streams
AUTHORS: Giacomo Ziffer; Alessio Bernardo; Emanuele Della Valle; Vitor Cerqueira; Albert Bifet;
PUBLISHED: 2023, SOURCE: Data Science, VOLUME: 6, ISSUE: 1-2
AUTHORS: Giacomo Ziffer; Alessio Bernardo; Emanuele Della Valle; Vitor Cerqueira; Albert Bifet;
PUBLISHED: 2023, SOURCE: Data Science, VOLUME: 6, ISSUE: 1-2
10
TITLE: Forecasting hotel demand for revenue management using machine learning regression methods
AUTHORS: Pereira, LN; Cerqueira, V;
PUBLISHED: 2021, SOURCE: CURRENT ISSUES IN TOURISM, VOLUME: 25, ISSUE: 17
AUTHORS: Pereira, LN; Cerqueira, V;
PUBLISHED: 2021, SOURCE: CURRENT ISSUES IN TOURISM, VOLUME: 25, ISSUE: 17
