João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 540



21
TITLE: Towards Evaluation of Explainable Artificial Intelligence in Streaming Data
AUTHORS: Mozolewski, Maciej; Bobek, Szymon; Ribeiro, Rita P. ; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
22
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.07586
INDEXED IN: DBLP
IN MY: DBLP
23
TITLE: Where DoWe Go From Here? Location Prediction from Time-Evolving Markov Models
AUTHORS: Andrade, Thiago ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 39th Annual ACM Symposium on Applied Computing (SAC) in 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
24
TITLE: A DTW Approach for Complex Data A Case Study with Network Data Streams
AUTHORS: Silva, Paula Raissa ; Vinagre, Joao ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: 38th Annual ACM Symposium on Applied Computing (ACM SAC) in 38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
25
TITLE: An Online Data-Driven Predictive Maintenance Approach for Railway Switches
AUTHORS: Tome, Emanuel Sousa; Ribeiro, Rita P. ; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II, VOLUME: 1753
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
26
TITLE: Bayesian Federated Learning: A Survey
AUTHORS: Cao, Longbing; Chen, Hui; Fan, Xuhui; Gama, Joao ; Ong, Yew Soon; Kumar, Vipin;
PUBLISHED: 2023, SOURCE: 32nd International Joint Conference on Artificial Intelligence (IJCAI) in PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, VOLUME: abs/2304.13267
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
27
TITLE: Data Stream Analytics
AUTHORS: Jesus S Aguilar-Ruiz; Albert Bifet; Joao Gama ;
PUBLISHED: 2023, SOURCE: Analytics, VOLUME: 2, ISSUE: 2
INDEXED IN: CrossRef: 1
IN MY: ORCID
28
TITLE: Data-driven predictive maintenance framework for railway systems
AUTHORS: Meira, Jorge; Veloso, Bruno ; Bolon Canedo, Veronica; Marreiros, Goreti; Alonso Betanzos, Amparo; Gama, Joao ;
PUBLISHED: 2023, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 27, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
29
TITLE: Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings
AUTHORS: Albert Bifet; Ana Carolina Lorena; Rita P Ribeiro ; João Gama ; Pedro H Abreu ;
PUBLISHED: 2023, SOURCE: DS, VOLUME: 14276
INDEXED IN: DBLP
IN MY: DBLP
30
TITLE: Error Analysis on Industry Data: Using Weak Segment Detection for Local Model Agnostic Prediction Intervals
AUTHORS: Rafael Mamede ; Nuno Paiva; João Gama ;
PUBLISHED: 2023, SOURCE: 26th International Conference on Discovery Science, DS 2023 in Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings, VOLUME: 14276
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
Page 3 of 54. Total results: 540.

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