PPaperPicks

João Gama

University of Porto, Laboratory of Artificial Intelligence and Decision Support (LIAAD), Portugal

18 papers at tracked venues · 3 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3357-1195 ↗Google Scholar ↗Homepage ↗

Venues

ECML-PKDD ×13AAAI ×2ECAI ×2SIGKDD ×1

Frequent coauthors

Alípio M. Jorge
×10
Carlos Soares
×10
Pedro H. Abreu
×10
Rita P. Ribeiro
×10
Bernhard Pfahringer
×8
Nathalie Japkowicz
×8
Pedro Larrañaga
×8
Inês Dutra
×3
Mykola Pechenizkiy
×3
Paulo Cortez
×3
Sepideh Pashami
×3
Afonso Lourenço
×2

Papers

  1. DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
    AAAI 2026 ·
    Afonso Lourenço
    ,
    João Rodrigo
    , João Gama,
    Goreti Marreiros
  2. In-context Learning of Evolving Data Streams with Tabular Foundational Models
    SIGKDD 2026 ·
    Afonso Lourenço
    , João Gama,
    Eric P. Xing
    ,
    Goreti Marreiros
  3. Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX
    ECML-PKDD 2026 ·
    Inês Dutra
    ,
    Mykola Pechenizkiy
    ,
    Paulo Cortez
    ,
    Sepideh Pashami
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  4. Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part X
    ECML-PKDD 2026 ·
    Inês Dutra
    ,
    Mykola Pechenizkiy
    ,
    Paulo Cortez
    ,
    Sepideh Pashami
    ,
    Arian Pasquali
    ,
    Nuno Moniz
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  5. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part I
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  6. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part II
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  7. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part III
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  8. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  9. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  10. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  11. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII
    ECML-PKDD 2026 ·
    Rita P. Ribeiro
    ,
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  12. Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VIII
    ECML-PKDD 2026 ·
    Bernhard Pfahringer
    ,
    Nathalie Japkowicz
    ,
    Pedro Larrañaga
    ,
    Rita P. Ribeiro
    ,
    Inês Dutra
    ,
    Mykola Pechenizkiy
    ,
    Paulo Cortez
    ,
    Sepideh Pashami
    ,
    Alípio M. Jorge
    ,
    Carlos Soares
    ,
    Pedro H. Abreu
    , João Gama
  13. Salvador Urban Network Transportation (SUNT): A Landmark Spatiotemporal Dataset for Public Transportation (Abstract Reprint)
    AAAI 2026 ·
    Marcos Vinicius Ferreira
    ,
    Matheus Souza
    ,
    Tatiane N. Rios
    ,
    Islame F. C. Fernandes
    ,
    Jorge Nery
    , João Gama,
    Albert Bifet
    ,
    Ricardo Araújo Rios
  14. Detecting Suspicious Activities in Waste Transport Data via Temporal and Network-Aware Change Detection
    ECML-PKDD 2025 ·
    Sara Oliveira
    ,
    Shazia Tabassum
    , João Gama,
    Pedro Santana
  15. Towards Responsible AI Governance: A Multidimensional Ethical Evaluation Framework
    ECML-PKDD 2025 ·
    Sónia Teixeira
    ,
    Atia Cortés
    ,
    Dilhan Thilakarathne
    ,
    Gianmarco Gori
    ,
    Marco Minici
    ,
    Monowar Bhuyan
    ,
    Nina Khairova
    ,
    Tosin Adewumi
    ,
    Devvjiit Bhuyan
    ,
    Jack O'Keefe
    ,
    Carmela Comito
    , João Gama,
    Virginia Dignum
  16. Federated Online Learning for Heavy Hitter Detection
    ECAI 2024 ·
    Paula Raissa Silva
    ,
    João Vinagre
    , João Gama
  17. Landscape Change Detection Based on Agnostic Aerial Image Segmentation
    ECML-PKDD 2024 ·
    Narjes Davari
    ,
    Matías Molina
    ,
    Rita P. Ribeiro
    ,
    Carlos Ferreira
    , João Gama
  18. More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation
    ECAI 2024 ·
    Matías Molina
    ,
    Bruno Veloso
    ,
    Carlos Abreu Ferreira
    ,
    Rita P. Ribeiro
    , João Gama