Luís Torgo

Full Professor, Dalhousie University

Joined

May 2024

Names

Luís Torgo (Preferred)

Emails

****@pbs.up.pt (Confirmed)

Personal Links

Career & Education History

Full Professor

Dalhousie University (dal.ca)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

1996 – 2000

Expertise

No areas of expertise listed

Publications

TimeGEN: A Cross-Domain and Generative Model for Time Series Forecasting
Luis Roque, Vitor Cerqueira, Carlos Soares, Luís Torgo
- Submitted to ICLR 2026
- Readers: Everyone
Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
Luis Roque, Carlos Soares, Vítor Cerqueira, Luís Torgo
- CoRR 2024
- Readers: Everyone
RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
Luis Roque, Carlos Soares, Luís Torgo
- CoRR 2024
- Readers: Everyone
Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators
Vítor Cerqueira, Luís Torgo, Carlos Soares
- Neural Process. Lett. 2023
- Readers: Everyone
Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes
Vítor Cerqueira, Luís Torgo, Carlos Soares
- Mach. Learn. 2023
- Readers: Everyone
STUDD: a student-teacher method for unsupervised concept drift detection
Vítor Cerqueira, Heitor Murilo Gomes, Albert Bifet, Luís Torgo
- Mach. Learn. 2023
- Readers: Everyone
Automated imbalanced classification via layered learning
Vítor Cerqueira, Luís Torgo, Paula Branco, Colin Bellinger
- Mach. Learn. 2023
- Readers: Everyone
Subgroup mining for performance analysis of regression models
João Pimentel, Paulo J. Azevedo, Luís Torgo
- Expert Syst. J. Knowl. Eng. 2023
- Readers: Everyone
Multi-output Ensembles for Multi-step Forecasting
Vítor Cerqueira, Luís Torgo
- CoRR 2023
- Readers: Everyone

View all 128 publications

Co-Authors

View all 71 co-authors