Luís Fernando Raínho Alves Torgo


AuthID: R-000-9DV

Confirmed Publications: 158



11
TITLE: Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 5
IN MY: ORCID
12
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
13
TITLE: Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 55, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID
14
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2023, SOURCE: 10th International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025 in CoRR, VOLUME: abs/2306.14563
INDEXED IN: Scopus DBLP
15
TITLE: STUDD: a student-teacher method for unsupervised concept drift detection PDF
AUTHORS: vitor cerqueira ; Heitor Murilo Gomes; Albert Bifet; Luís Torgo ;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus DBLP arXiv CrossRef: 38
16
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: 8
IN MY: ORCID
17
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: LIDTA, VOLUME: 154
INDEXED IN: Scopus DBLP
18
TITLE: A case study comparing machine learning with statistical methods for time series forecasting: size matters  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, VOLUME: 59, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 44
IN MY: ORCID
19
TITLE: A Clustering-based Approach for Predicting the Future Location of a Vessel
AUTHORS: Md. Mahbub Alam; Luís Torgo ;
PUBLISHED: 2022, SOURCE: Canadian AI
INDEXED IN: DBLP
IN MY: ORCID
20
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
Page 2 of 16. Total results: 158.

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