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João Manuel Portela da Gama
AuthID:
R-000-75X
Publications
Confirmed
To Validate
Document Source:
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Document Type:
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Proceedings Paper (277)
Article (175)
Editorial Material (45)
Proceedings (36)
Book Chapter (28)
Book (8)
Review (7)
Data Paper (4)
Abstract (1)
Correction (1)
Article in Press (1)
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Confirmed Publications: 583
121
TITLE:
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
AUTHORS:
Jesus, S; Pombal, J; Alves, D; Cruz, AF; Saleiro, P;
Ribeiro, RP
;
Gama, J
; Bizarro, P;
PUBLISHED:
2022
,
SOURCE:
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022
INDEXED IN:
WOS
DBLP
122
TITLE:
A new self-organizing map based algorithm for multi-label stream classification
AUTHORS:
Ricardo Cerri
; Joel David Costa Júnior; Elaine R Faria;
João Gama
;
PUBLISHED:
2021
,
SOURCE:
SAC
INDEXED IN:
Scopus
DBLP
CrossRef
:
3
123
TITLE:
A sketch for the KS test for Big Data
AUTHORS:
Thalis D Galeno;
João Gama
;
Douglas O Cardoso
;
PUBLISHED:
2021
,
SOURCE:
Anais do IX Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2021)
INDEXED IN:
CrossRef
IN MY:
ORCID
124
TITLE:
A Survey on Data-Driven Predictive Maintenance for the Railway Industry
AUTHORS:
Davari, N
;
Veloso, B
; Costa, GD; Pereira, PM;
Ribeiro, RP
;
Gama, J
;
PUBLISHED:
2021
,
SOURCE:
SENSORS,
VOLUME:
21,
ISSUE:
17
INDEXED IN:
WOS
DBLP
CrossRef
:
121
125
TITLE:
Advances in Intelligent Data Analysis XIX - 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 2021, Proceedings
AUTHORS:
Pedro Henriques Abreu
;
Pedro Pereira Rodrigues
; Alberto Fernández;
João Gama
;
PUBLISHED:
2021
,
SOURCE:
IDA,
VOLUME:
12695
INDEXED IN:
DBLP
126
TITLE:
An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS:
Gaudreault, Jean Gabriel;
Branco, Paula
;
Gama, Joao
;
PUBLISHED:
2021
,
SOURCE:
24th International Conference on Discovery Science (DS)
in
DISCOVERY SCIENCE (DS 2021),
VOLUME:
12986
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
31
127
TITLE:
Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities
AUTHORS:
Bécue, A;
Praça, I
;
Gama, J
;
PUBLISHED:
2021
,
SOURCE:
ARTIFICIAL INTELLIGENCE REVIEW,
VOLUME:
54,
ISSUE:
5
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
290
128
TITLE:
CAUSAL DISCOVERY IN MACHINE LEARNING: THEORIES AND APPLICATIONS
AUTHORS:
Nogueira, AR
;
Gama, J
;
Ferreira, CA
;
PUBLISHED:
2021
,
SOURCE:
JOURNAL OF DYNAMICS AND GAMES,
VOLUME:
8,
ISSUE:
3
INDEXED IN:
Scopus
WOS
CrossRef
:
24
IN MY:
ORCID
|
CIÊNCIAVITAE
129
TITLE:
Chebyshev approaches for imbalanced data streams regression models
AUTHORS:
Aminian, E;
Ribeiro, RP
;
Gama, J
;
PUBLISHED:
2021
,
SOURCE:
DATA MINING AND KNOWLEDGE DISCOVERY,
VOLUME:
35,
ISSUE:
6
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
22
130
TITLE:
Classification and Recommendation With Data Streams
AUTHORS:
Bruno Veloso
;
João Gama
;
Benedita Malheiro
;
PUBLISHED:
2021
,
SOURCE:
Encyclopedia of Information Science and Technology, Fifth Edition - Advances in Information Quality and Management
INDEXED IN:
CrossRef
:
2
IN MY:
ORCID
|
CIÊNCIAVITAE
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