João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 587



11
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
12
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
13
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
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
14
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
15
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
16
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
17
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
18
TITLE: A Systematic Review on Long-Tailed Learning
AUTHORS: Zhang, Chongsheng; Almpanidis, George; Fan, Gaojuan; Deng, Binquan; Zhang, Yanbo; Liu, Ji; Kamel, Aouaidjia; Soda, Paolo; Gama, Joao ;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 36, ISSUE: 8
INDEXED IN: Scopus WOS DBLP CrossRef: 18
19
TITLE: Anomaly Detection in Pet Behavioural Data
AUTHORS: Silva, Ines; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134
INDEXED IN: Scopus WOS DBLP
20
TITLE: Bridging Streaming Continual Learning via In-Context Large Tabular Models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2512.11668
INDEXED IN: DBLP
IN MY: DBLP
Page 2 of 59. Total results: 587.

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