1
TITLE: A sketch for the KS test for Big Data
AUTHORS: Thalis D Galeno; João Gama ; Douglas O Cardoso;
TYPE: Proceedings Paper, PUBLISHED: 2021, SOURCE: Anais do IX Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2021)
INDEXED IN: CrossRef
IN MY: ORCID
2
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 ;
TYPE: Review, PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17
INDEXED IN: WOS CrossRef
IN MY: ORCID
3
TITLE: An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS: Gaudreault, JG; Branco, P; Gama, J ;
TYPE: Proceedings Paper, PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science, DS 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12986 LNAI
INDEXED IN: Scopus CrossRef
IN MY: ORCID
4
TITLE: Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities  Full Text
AUTHORS: Becue, A; Praca, I; Gama, J ;
TYPE: Article in Press, PUBLISHED: 2021, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID
5
TITLE: Chebyshev approaches for imbalanced data streams regression models  Full Text
AUTHORS: Aminian, E; Ribeiro, RP; Gama, J ;
TYPE: Article in Press, PUBLISHED: 2021, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
6
TITLE: Classification and Recommendation With Data Streams
AUTHORS: Bruno Veloso ; João Gama ; Benedita Malheiro ;
TYPE: Book Chapter, PUBLISHED: 2021, SOURCE: Encyclopedia of Information Science and Technology, Fifth Edition - Advances in Information Quality and Management
INDEXED IN: CrossRef
IN MY: ORCID
7
TITLE: Data stream analysis: Foundations, major tasks and tools  Full Text
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
TYPE: Article in Press, PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID
8
TITLE: Forecasting conditional extreme quantiles for wind energy  Full Text
AUTHORS: Carla Goncalves ; Laura Cavalcante; Margarida Brito ; Ricardo J Bessa ; Joao Gama ;
TYPE: Article, PUBLISHED: 2021, SOURCE: ELECTRIC POWER SYSTEMS RESEARCH, VOLUME: 190
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID
9
TITLE: Hyperparameter self-tuning for data streams
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
TYPE: Article, PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
10
TITLE: Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks
AUTHORS: Patrício Costa; Ana Rita Nogueira; João Gama ;
TYPE: Book Chapter, PUBLISHED: 2021, SOURCE: Progress in Artificial Intelligence - Lecture Notes in Computer Science
INDEXED IN: CrossRef
IN MY: ORCID
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