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TITLE: Biased resampling strategies for imbalanced spatio-temporal forecasting
AUTHORS: Oliveira, M ; Moniz, N ; Torgo, L ; Costa, VS ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 12, ISSUE: 3
INDEXED IN: WOS DBLP CrossRef: 4
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TITLE: Evaluation Procedures for Forecasting with Spatiotemporal Data  Full Text
AUTHORS: Oliveira, M ; Torgo, L ; Costa, VS ;
PUBLISHED: 2021, SOURCE: MATHEMATICS, VOLUME: 9, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef: 10
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3
TITLE: Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting
AUTHORS: Oliveira, M ; Moniz, N ; Torgo, L ; Costa, VS ;
PUBLISHED: 2019, SOURCE: 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2019 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2019)
INDEXED IN: Scopus WOS DBLP CrossRef: 3
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TITLE: Evaluation Procedures for Forecasting with Spatio-Temporal Data
AUTHORS: Oliveira, M ; Torgo, L ; Costa, VS ;
PUBLISHED: 2019, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2018, PT I, VOLUME: 11051
INDEXED IN: Scopus WOS DBLP CrossRef: 9
IN MY: ORCID | DBLP
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TITLE: Dynamic and Heterogeneous Ensembles for Time Series Forecasting
AUTHORS: Cerqueira, V ; Torgo, L ; Oliveira, M ; Pfahringer, B;
PUBLISHED: 2017, SOURCE: 4th IEEE / ACM / ASA International Conference on Data Science and Advanced Analytics (DSAA) in 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), VOLUME: 2018-January
INDEXED IN: Scopus WOS DBLP CrossRef: 13
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6
TITLE: Development of an autonomous system for integrated marine monitoring
AUTHORS: Magalhães Catarina; Mucha Ana Paula; Carvalho Maria; Ribeiro Hugo; Almeida Cristina; Azevedo Isabel; Ramos Sandra; Borges Teresa; Leandro Sérgio; Dos Santos Antonina; Silva Alexandra; Bartilotti Cátia; Cotrim Sónia; Marques Raquel; Churro Catarina; Dias André; Ferreira Hugo; Dias Ireneu; Torgo Luís ; Oliveira Mariana ; Dias Nuno; Jorge Pedro; Martins Alfredo; Silva Eduardo; ...More
PUBLISHED: 2016, SOURCE: Frontiers in Marine Science, VOLUME: 3
INDEXED IN: CrossRef
IN MY: ORCID
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TITLE: Predicting Wildfires Propositional and Relational Spatio-Temporal Pre-processing Approaches
AUTHORS: Mariana Oliveira ; Luis Torgo ; Vitor Santos Costa ;
PUBLISHED: 2016, SOURCE: 19th International Conference on Discovery Science (DS) / 27th International Conference on Algorithmic Learning Theory (ALT) in DISCOVERY SCIENCE, (DS 2016), VOLUME: 9956
INDEXED IN: Scopus WOS DBLP CrossRef: 3
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9
TITLE: Ensembles for Time Series Forecasting
AUTHORS: Mariana Oliveira ; Luis Torgo ;
PUBLISHED: 2014, SOURCE: 6th Asian Conference on Machine Learning, ACML 2014 in Proceedings of the Sixth Asian Conference on Machine Learning, ACML 2014, Nha Trang City, Vietnam, November 26-28, 2014., VOLUME: 39, ISSUE: 2014
INDEXED IN: Scopus DBLP
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