Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 51



1
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: vitor cerqueira ; Santos, Moises; Roque, Luis; Baghoussi, Yassine; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121
INDEXED IN: Scopus WOS DBLP
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 ; vitor cerqueira ;
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
3
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; vitor cerqueira ; Maroua Bahri; Yun Sing Koh; Bernhard Pfahringer; Albert Bifet;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07432
INDEXED IN: DBLP
4
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: vitor cerqueira ; 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: 2
5
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
6
TITLE: Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation
AUTHORS: Inacio, Ricardo ; vitor cerqueira ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef
7
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Soares, Carlos ; Azevedo, Paulo J. ; vitor cerqueira ; Torgor, Luis ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090
INDEXED IN: Scopus WOS DBLP CrossRef
8
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; vitor cerqueira ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669
INDEXED IN: Scopus WOS DBLP CrossRef: 3
9
TITLE: Modelradar: aspect-based forecast evaluation
AUTHORS: vitor cerqueira ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
INDEXED IN: Scopus WOS DBLP
10
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2025, SOURCE: 10th International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025 in AALTD@ECML/PKDD, VOLUME: 16255 LNAI
INDEXED IN: Scopus DBLP
IN MY: DBLP
Page 1 of 6. Total results: 51.

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