João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 588



11
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (4), VOLUME: 16016
INDEXED IN: DBLP
IN MY: DBLP
12
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (5), VOLUME: 16017
INDEXED IN: DBLP
IN MY: DBLP
13
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (6), VOLUME: 16018
INDEXED IN: DBLP
IN MY: DBLP
14
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (7), VOLUME: 16019
INDEXED IN: DBLP
IN MY: DBLP
15
TITLE: 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
AUTHORS: 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 ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (8), VOLUME: 16020
INDEXED IN: DBLP
IN MY: DBLP
16
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2026, SOURCE: IEEE Trans. Neural Networks Learn. Syst., VOLUME: 37, ISSUE: 1
INDEXED IN: DBLP
IN MY: DBLP
17
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning  Full Text
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 37, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
18
TITLE: A Deep Learning Framework for Medium-Term Covariance Forecasting in Multi-Asset Portfolios
AUTHORS: Pedro Reis; Ana Paula Serra; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.01581
INDEXED IN: DBLP
IN MY: DBLP
19
TITLE: A robust methodology for long-term sustainability evaluation of Machine Learning models
AUTHORS: Jorge Paz Ruza; João Gama ; Amparo Alonso Betanzos; Bertha Guijarro Berdiñas;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2511.08120
INDEXED IN: DBLP
IN MY: DBLP
20
TITLE: A Systematic Literature Review on Multi-label Data Stream Classification
AUTHORS: Freire F Oliveira; Elaine Ribeiro de Faria; João Gama ; Latifur Khan; Ricardo Cerri;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.17455
INDEXED IN: DBLP
IN MY: DBLP
Page 2 of 59. Total results: 588.

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