Luís Fernando Raínho Alves Torgo


AuthID: R-000-9DV

Confirmed Publications: 150



1
TITLE: Automated imbalanced classification via layered learning  Full Text
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Paula Branco; Colin Bellinger;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 6
INDEXED IN: DBLP CrossRef: 2
IN MY: ORCID | DBLP
2
TITLE: Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
3
TITLE: Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 55, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID | DBLP
4
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14563
INDEXED IN: DBLP
IN MY: DBLP
5
TITLE: STUDD: a student-teacher method for unsupervised concept drift detection PDF  Full Text
AUTHORS: Vítor Cerqueira ; Heitor Murilo Gomes; Albert Bifet; Luís Torgo ;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 11
INDEXED IN: DBLP arXiv CrossRef: 12
IN MY: ORCID | DBLP
6
TITLE: Subgroup mining for performance analysis of regression models  Full Text
AUTHORS: Pimentel, Joao; Azevedo, Paulo J. ; Torgo, Luis ;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
7
TITLE: 4th Workshop on Learning with Imbalanced Domains: Preface
AUTHORS: Nuno Moniz ; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2022, SOURCE: 3rd International Workshop on Learning with Imbalanced Domains: Theoryand Applications, LIDTA 2021 in Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2022, Grenoble, France, September 23, 2022, VOLUME: 183
INDEXED IN: Scopus DBLP
IN MY: DBLP
8
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
9
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
10
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
Page 1 of 15. Total results: 150.

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