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Vítor Cerqueira

6 papers at tracked venues · 2 at CORE A* · active 2025–2025

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Venues

ECML-PKDD ×4AAAI ×2

Frequent coauthors

Carlos Soares
×4
Luis Roque
×1
Luís Torgo
×1
José Santos
×1
Paula Branco
×1
Pedro Sousa
×1
Ricardo Inácio
×1
Marília Barandas
×1
Yibin Sun
×1
Heitor Murilo Gomes
×1
Anton Lee
×1
Nuwan Gunasekara
×1

Papers

  1. Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
    AAAI 2025 ·
    Luis Roque
    , Vítor Cerqueira,
    Carlos Soares
    ,
    Luís Torgo
  2. Does Improving Forecasting Accuracy Also Improve Financial Utility? A Case Study with Binary Options
    ECML-PKDD 2025 ·
    José Santos
    ,
    Carlos Soares
    ,
    Paula Branco
    , Vítor Cerqueira
  3. Evaluating Predictive Maintenance Models in the Presence of Reflexivity: A Case Study in Pharmaceutical Manufacturing
    ECML-PKDD 2025 ·
    Pedro Sousa
    ,
    Carlos Soares
    , Vítor Cerqueira
  4. MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
    ECML-PKDD 2025 ·
    Ricardo Inácio
    , Vítor Cerqueira,
    Marília Barandas
    ,
    Carlos Soares
  5. Machine Learning for Data Streams with CapyMOA
    ECML-PKDD 2025 ·
    Yibin Sun
    ,
    Heitor Murilo Gomes
    ,
    Anton Lee
    ,
    Nuwan Gunasekara
    ,
    Guilherme Weigert Cassales
    ,
    Justin Liu
    ,
    Marco Heyden
    , Vítor Cerqueira,
    Maroua Bahri
    ,
    Yun Sing Koh
    ,
    Bernhard Pfahringer
    ,
    Albert Bifet
  6. Stress-Testing of Multimodal Models in Medical Image-Based Report Generation
    AAAI 2025 ·
    Flávia Carvalhido
    ,
    Henrique Lopes Cardoso
    , Vítor Cerqueira