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TITLE: Methods and tools for causal discovery and causal inference  Full Text
AUTHORS: Nogueira, AR ; Pugnana, A; Ruggieri, S; Pedreschi, D; Gama, J ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 12, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
2
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
3
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: 2
IN MY: ORCID
4
TITLE: An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS: Jean Gabriel Gaudreault; Paula Branco ; João Gama ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science, DS 2021 in Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings, VOLUME: 12986
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
5
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
INDEXED IN: Scopus WOS CrossRef: 16
IN MY: ORCID
6
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: 2
IN MY: ORCID
7
TITLE: Chebyshev approaches for imbalanced data streams regression models  Full Text
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: 1
IN MY: ORCID
8
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
IN MY: ORCID
9
TITLE: Current Trends in Learning from Data Streams
AUTHORS: João Gama ; Bruno Veloso ; Ehsan Aminian; Rita P Ribeiro ;
PUBLISHED: 2021, SOURCE: 9th International Conference on Big Data Analytics, BDA 2021 in Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, VOLUME: 13147
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
10
TITLE: Data stream analysis: Foundations, major tasks and tools  Full Text
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID
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