Luís Fernando Raínho Alves Torgo


AuthID: R-000-9DV

Confirmed Publications: 153



1
TITLE: Enhancing short-term vessel trajectory prediction with clustering for heterogeneous and multi-modal movement patterns
AUTHORS: Alam, Md Mahbub; Spadon, Gabriel; Etemad, Mohammad; Torgo, Luis ; Milios, Evangelos;
PUBLISHED: 2024, SOURCE: OCEAN ENGINEERING, VOLUME: 308
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
2
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Luis Roque; Carlos Soares ; Luís Torgo ;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 in Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, VOLUME: 25
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
3
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
4
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
5
TITLE: Fifth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 18 September 2023, LIDTA@ECML-PKDD, Turin, Italy
AUTHORS: Nuno Moniz; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2023, SOURCE: LIDTA, VOLUME: 241
INDEXED IN: DBLP
IN MY: DBLP
6
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
7
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.14563
INDEXED IN: DBLP
8
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
9
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
10
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
Page 1 of 16. Total results: 153.

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