Vítor Manuel Araújo Cerqueira


AuthID: R-00F-R0R

Publications Requiring Validation

1
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
2
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
3
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
4
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
INDEXED IN: DBLP
IN MY: DBLP
5
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
6
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
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
IN MY: ORCID
8
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
9
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Luis Roque; Carlos Soares; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.14435
INDEXED IN: DBLP
IN MY: DBLP
10
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14563
INDEXED IN: DBLP
IN MY: DBLP
Page 1 of 2. Total results: 13.

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