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: 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
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.

footer slogan

Useful Links

Get Help

© 2025 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service