81
TITLE: The MetroPT dataset for predictive maintenance
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Mota Pereira;
PUBLISHED: 2022, SOURCE: SCIENTIFIC DATA, VOLUME: 9, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID | DBLP
82
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
IN MY: ORCID | DBLP
83
TITLE: A new self-organizing map based algorithm for multi-label stream classification
AUTHORS: Ricardo Cerri; Joel David Costa Jínior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021
INDEXED IN: Scopus DBLP CrossRef: 3
IN MY: ORCID | DBLP
84
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
85
TITLE: A Survey on Data-Driven Predictive Maintenance for the Railway Industry  Full Text
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: 74
IN MY: ORCID | DBLP
87
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: 23
IN MY: ORCID | DBLP
88
TITLE: Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities  Full Text
AUTHORS: Becue, A; Praca, I; Gama, J ;
PUBLISHED: 2021, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 54, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef: 201
IN MY: ORCID
89
TITLE: Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities
AUTHORS: Adrien Bécue; Isabel Praça; João Gama ;
PUBLISHED: 2021, SOURCE: Artif. Intell. Rev., VOLUME: 54, ISSUE: 5
INDEXED IN: DBLP
IN MY: ORCID | DBLP
90
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: 17
IN MY: ORCID
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