1
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira; Moises Santos; Luís C Roqué; Yassine Baghoussi; Carlos Soares;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI
INDEXED IN: Scopus
2
TITLE: An Educational Robotics Competition - The Robotics@ISEP Open Experience
AUTHORS: Silva, Manuel F.; Dias, Andre; Guedes, Pedro; Barbosa, Ramiro ; Estrela, Jorge; Moura, Andre ; Cerqueira, Vitor;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Autonomous Robot Systems and Competitions-ICARSC-Annual in 2025 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, ISSUE: 2025
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: DBLP
3
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: Benchmarking Time Series Feature Extraction for Algorithm Selection
AUTHORS: Moisés Rocha dos Santos; Vítor Cerqueira; Carlos Soares;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in 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: Scopus DBLP
5
TITLE: N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting
AUTHORS: Ricardo Matos; Luis Roque; Vítor Cerqueira;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.07490
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Carlos Soares; Paulo J Azevedo; Vitor Cerqueira; Luis Torgo;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Discovery Science
INDEXED IN: CrossRef
7
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