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TITLE: A case study comparing machine learning with statistical methods for time series forecasting: size matters  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, VOLUME: 59, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 22
IN MY: ORCID | DBLP
12
TITLE: A Clustering-based Approach for Predicting the Future Location of a Vessel
AUTHORS: Md. Mahbub Alam; Luís Torgo ;
PUBLISHED: 2022, SOURCE: 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, Canada, May 30 - June 3, 2022.
INDEXED IN: DBLP
IN MY: ORCID | DBLP
13
TITLE: A Survey on Spatio-temporal Data Analytics Systems
AUTHORS: Md. Mahbub Alam; Luís Torgo ; Albert Bifet;
PUBLISHED: 2022, SOURCE: ACM Comput. Surv., VOLUME: 54, ISSUE: 10s
INDEXED IN: DBLP
IN MY: ORCID | DBLP
14
TITLE: Exceedance Probability Forecasting via Regression for Significant Wave Height Forecasting
AUTHORS: Vítor Cerqueira ; Luís Torgo ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.09821
INDEXED IN: DBLP
IN MY: ORCID
16
TITLE: The spatial distribution and biogeochemical drivers of nitrogen cycle genes in an Antarctic desert  Full Text
AUTHORS: Pascoal, Francisco; Areosa, Ines; Torgo, Luis ; Branco, Paula; Baptista, Mafalda S. ; Lee, Charles K.; Cary, S. Craig; Magalhaes, Catarina ;
PUBLISHED: 2022, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 13
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
17
TITLE: 3rd Workshop on Learning with Imbalanced Domains: Preface
AUTHORS: Nuno Moniz ; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2021, SOURCE: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021, VOLUME: 154
INDEXED IN: DBLP
IN MY: DBLP
18
TITLE: Active Learning for Imbalanced Domains: the ALOD and ALOD-RE Algorithms
AUTHORS: Mayukh Bhattacharjee; Hema Sri Kambhampati; Paula Branco ; Luís Torgo ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021
INDEXED IN: DBLP
IN MY: ORCID | DBLP
19
TITLE: An organized review of key factors for fake news detection
AUTHORS: Nuno Guimarães ; Álvaro Figueira ; Luís Torgo ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2102.13433
INDEXED IN: DBLP
IN MY: ORCID | DBLP
20
TITLE: Beyond Average Performance - exploring regions of deviating performance for black box classification models
AUTHORS: Luís Torgo ; Paulo Azevedo; Inês Areosa;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2109.08216
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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