Luís Fernando Raínho Alves Torgo


AuthID: R-000-9DV

Confirmed Publications: 158



1
TITLE: Architecture and implementation of<i> ulrb</i> algorithm in R  Full Text
AUTHORS: Pascoal, Francisco; Costa, Rodrigo; Torgo, Luis ; Magalhaes, Catarina; Branco, Paula ;
PUBLISHED: 2025, SOURCE: ECOLOGICAL INFORMATICS, VOLUME: 90
INDEXED IN: Scopus WOS DBLP
2
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Roque, Luis; Cerqueira, Vitor ; Soares, Carlos; Torgo, Luis ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, VOLUME: 39, ISSUE: 19
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
3
TITLE: Definition of the microbial rare biosphere through unsupervised machine learning
AUTHORS: Pascoal, Francisco; Branco, Paula ; Torgo, Luis ; Costa, Rodrigo; Magalhaes, Catarina ;
PUBLISHED: 2025, SOURCE: COMMUNICATIONS BIOLOGY, VOLUME: 8, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 8
4
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
5
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Soares, Carlos ; Azevedo, Paulo J. ; vitor cerqueira ; Torgor, Luis ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
6
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
7
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: Scopus CrossRef: 5
8
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
9
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
INDEXED IN: Scopus WOS DBLP CrossRef: 4
IN MY: ORCID
10
TITLE: Automated imbalanced classification via layered learning
AUTHORS: vitor cerqueira ; Luís Torgo ; Paula Branco ; Colin Bellinger;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 6
INDEXED IN: Scopus DBLP CrossRef: 5
Page 1 of 16. Total results: 158.

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