Luís Fernando Raínho Alves Torgo


AuthID: R-000-9DV

Confirmed Publications: 156



1
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.14435
INDEXED IN: DBLP
IN MY: DBLP
2
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
3
TITLE: Instance-based meta-learning for conditionally dependent univariate multi-step forecasting  Full Text
AUTHORS: Vitor Cerqueira; Luis Torgo ; Gianluca Bontempi;
PUBLISHED: 2024, SOURCE: International Journal of Forecasting, VOLUME: 40, ISSUE: 4
INDEXED IN: CrossRef: 2
4
TITLE: Predicting stellar rotation periods using XGBoost
AUTHORS: Gomes, Nuno R. C.; Del Sordo, Fabio; Torgo, Luis ;
PUBLISHED: 2024, SOURCE: ASTRONOMY & ASTROPHYSICS, VOLUME: 690
INDEXED IN: Scopus WOS
5
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Roque, Luis; Soares, Carlos ; Torgo, Luis ;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining in PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024, VOLUME: 25
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: DBLP
6
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
7
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
8
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
9
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
10
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
Page 1 of 16. Total results: 156.

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