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João Manuel Portela da Gama
AuthID:
R-000-75X
Publications
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Document Source:
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Document Type:
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Proceedings Paper (216)
Article (145)
Editorial Material (44)
Book Chapter (31)
Proceedings (28)
Article in Press (9)
Unpublished (8)
Review (7)
Book (6)
Abstract (1)
Correction (1)
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Confirmed Publications: 496
1
TITLE:
Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data
AUTHORS:
Rodrigo Salles; Jérôme Mendes;
Rita P Ribeiro
;
João Gama
;
PUBLISHED:
2023
,
SOURCE:
Communications in Computer and Information Science - Machine Learning and Principles and Practice of Knowledge Discovery in Databases
INDEXED IN:
CrossRef
IN MY:
ORCID
2
TITLE:
Study on Correlation Between Vehicle Emissions and Air Quality in Porto
AUTHORS:
Nirbhaya Shaji
;
Thiago Andrade
;
Rita P Ribeiro
;
João Gama
;
PUBLISHED:
2023
,
SOURCE:
Communications in Computer and Information Science - Machine Learning and Principles and Practice of Knowledge Discovery in Databases
INDEXED IN:
CrossRef
IN MY:
ORCID
3
TITLE:
Towards federated learning: An overview of methods and applications
Full Text
AUTHORS:
Silva, Paula Raissa
;
João Vinagre
;
Gama, Joao
;
PUBLISHED:
2023
,
SOURCE:
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
INDEXED IN:
Scopus
WOS
CrossRef
Unpaywall
IN MY:
ORCID
4
TITLE:
A Benchmark dataset for predictive maintenance
AUTHORS:
Bruno Veloso
;
João Gama
;
Rita P Ribeiro
;
Pedro Mota Pereira
;
PUBLISHED:
2022
,
SOURCE:
CoRR,
VOLUME:
abs/2207.05466
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
5
TITLE:
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set
AUTHORS:
Davari, Narjes
; Pashami, Sepideh;
Veloso, Bruno
; Fan, Yuantao;
Pereira, Pedro Mota
; Ribeiro, Rita P.;
Gama, Joao
;
Nowaczyk, Slawomir
;
PUBLISHED:
2022
,
SOURCE:
20th International Symposium on Intelligent Data Analysis (IDA)
in
ADVANCES IN INTELLIGENT DATA ANALYSIS XX, IDA 2022,
VOLUME:
13205
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
6
TITLE:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part I
AUTHORS:
João Gama
; Tianrui Li; Yang Yu; Enhong Chen; Yu Zheng; Fei Teng;
PUBLISHED:
2022
,
SOURCE:
PAKDD (1),
VOLUME:
13280
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
7
TITLE:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part II
AUTHORS:
João Gama
; Tianrui Li; Yang Yu; Enhong Chen; Yu Zheng; Fei Teng;
PUBLISHED:
2022
,
SOURCE:
PAKDD (2),
VOLUME:
13281
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
8
TITLE:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part III
AUTHORS:
João Gama
; Tianrui Li; Yang Yu; Enhong Chen; Yu Zheng; Fei Teng;
PUBLISHED:
2022
,
SOURCE:
PAKDD (3),
VOLUME:
13282
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
9
TITLE:
An Exploratory Diagnosis of Artificial Intelligence Risks for a Responsible Governance
AUTHORS:
Sónia Teixeira
;
José Rodrigues
;
Bruno Veloso
;
João Gama
;
PUBLISHED:
2022
,
SOURCE:
15th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2022
in
15th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2022, Guimarães, Portugal, October 4-7, 2022
INDEXED IN:
Scopus
DBLP
CrossRef
Unpaywall
IN MY:
ORCID
|
DBLP
10
TITLE:
An Online Data-Driven Predictive Maintenance Approach for Railway Switches
AUTHORS:
Emanuel Sousa Tomé;
Rita P Ribeiro
;
Bruno Veloso
;
João Gama
;
PUBLISHED:
2022
,
SOURCE:
Workshops on SoGood, NFMCP, XKDD, UMOD, ITEM, MIDAS, MLCS, MLBEM, PharML, DALS, IoT-PdM 2022, held in conjunction with the 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022
in
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II,
VOLUME:
1753
INDEXED IN:
Scopus
DBLP
CrossRef
IN MY:
ORCID
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