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João Manuel Portela da Gama
AuthID:
R-000-75X
Publications
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Proceedings Paper (244)
Article (159)
Editorial Material (46)
Proceedings (31)
Book Chapter (27)
Article in Press (10)
Book (8)
Review (7)
Unpublished (7)
Data Paper (2)
Abstract (1)
Correction (1)
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Confirmed Publications: 543
11
TITLE:
Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS:
Amelia Zafra;
Bruno Veloso
;
João Gama
;
PUBLISHED:
2024
,
SOURCE:
19th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2024
in
Hybrid Artificial Intelligent Systems - 19th International Conference, HAIS 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part I,
VOLUME:
14857
INDEXED IN:
Scopus
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
12
TITLE:
Federated Online Learning for Heavy Hitter Detection
AUTHORS:
Paula Raissa Silva
;
João Vinagre
;
João Gama
;
PUBLISHED:
2024
,
SOURCE:
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024),
VOLUME:
392
INDEXED IN:
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
13
TITLE:
Forecasting financial market structure from network features using machine learning
Full Text
AUTHORS:
Castilho, Douglas; Souza, Tharsis T. P.; Kang, Soong Moon;
Gama, Joao
; de Carvalho, Andre C. P. L. F.;
PUBLISHED:
2024
,
SOURCE:
KNOWLEDGE AND INFORMATION SYSTEMS,
VOLUME:
66,
ISSUE:
8
INDEXED IN:
Scopus
WOS
DBLP
14
TITLE:
From fault detection to anomaly explanation: A case study on predictive maintenance
Full Text
AUTHORS:
Gama, Joao
;
Ribeiro, Rita P.
; Mastelini, Saulo;
Davari, Narjes
;
Veloso, Bruno
;
PUBLISHED:
2024
,
SOURCE:
JOURNAL OF WEB SEMANTICS,
VOLUME:
81
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
Unpaywall
IN MY:
ORCID
|
DBLP
15
TITLE:
Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach
Full Text
AUTHORS:
Moya, Antonio R.;
Veloso, Bruno
;
Gama, Joao
; Ventura, Sebastian;
PUBLISHED:
2024
,
SOURCE:
DATA MINING AND KNOWLEDGE DISCOVERY,
VOLUME:
38,
ISSUE:
3
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
DBLP
16
TITLE:
Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS:
Luciano Caroprese; Francesco Pisani;
Bruno Miguel Veloso
; Matthias Konig; Giuseppe Manco; Holger Hoos;
Joao Gama
;
PUBLISHED:
2024
,
SOURCE:
ACM Transactions on Recommender Systems
INDEXED IN:
CrossRef
IN MY:
ORCID
17
TITLE:
More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation
AUTHORS:
Matías Molina
;
Bruno Veloso
;
Carlos Abreu Ferreira
;
Rita P Ribeiro
;
João Gama
;
PUBLISHED:
2024
,
SOURCE:
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024),
VOLUME:
392
INDEXED IN:
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
18
TITLE:
Next Location Prediction with Time-Evolving Markov Models over Data Streams
AUTHORS:
Thiago Andrade
;
João Gama
;
PUBLISHED:
2024
,
SOURCE:
23rd EPIA Conference on Artificial Intelligence, EPIA 2024
in
Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III,
VOLUME:
14969
INDEXED IN:
Scopus
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
19
TITLE:
Recent Advances in Learning from Data Streams
AUTHORS:
João Gama
;
PUBLISHED:
2024
,
SOURCE:
Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024.
INDEXED IN:
DBLP
IN MY:
DBLP
20
TITLE:
S plus t-SNE - Bringing Dimensionality Reduction to Data Streams
AUTHORS:
Vieira, Pedro C.
;
Montrezol, Joao P.
;
Vieira, Joao T.
;
Gama, Joao
;
PUBLISHED:
2024
,
SOURCE:
22nd International Symposium on Intelligent Data Analysis (IDA)
in
ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024,
VOLUME:
14642
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
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