Torgo, Luís

21 publications

AAAI 2025 Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine Luis Roque, Vítor Cerqueira, Carlos Soares, Luís Torgo

MLJ 2023 Automated Imbalanced Classification via Layered Learning Vítor Cerqueira, Luís Torgo, Paula Branco, Colin Bellinger

MLJ 2023 Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes Vítor Cerqueira, Luís Torgo, Carlos Soares

MLJ 2023 STUDD: A Student-Teacher Method for Unsupervised Concept Drift Detection Vítor Cerqueira, Heitor Murilo Gomes, Albert Bifet, Luís Torgo

MLJ 2020 Evaluating Time Series Forecasting Models: An Empirical Study on Performance Estimation Methods Vítor Cerqueira, Luís Torgo, Igor Mozetic

MLJ 2019 Arbitrage of Forecasting Experts Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares

ECML-PKDD 2018 Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles Vítor Cerqueira, Fábio Pinto, Luís Torgo, Carlos Soares, Nuno Moniz

ECML-PKDD 2018 Evaluation Procedures for Forecasting with Spatio-Temporal Data Mariana Oliveira, Luís Torgo, Vítor Santos Costa

ECML-PKDD 2017 Arbitrated Ensemble for Time Series Forecasting Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares

ACML 2014 Ensembles for Time Series Forecasting Mariana Oliveira, Luis Torgo

ECML-PKDD 2013 OpenML: A Collaborative Science Platform Jan N. van Rijn, Bernd Bischl, Luís Torgo, Bo Gao, Venkatesh Umaashankar, Simon Fischer, Patrick Winter, Bernd Wiswedel, Michael R. Berthold, Joaquin Vanschoren

IJCAI 2011 Utility-Based Fraud Detection Luís Torgo, Elsa Lopes

ECML-PKDD 2005 Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo

MLJ 2003 Clustered Partial Linear Regression Luís Torgo, Joaquim Pinto da Costa

ECML-PKDD 2000 Clustered Partial Linear Regression Luís Torgo, Joaquim Pinto da Costa

ICML 2000 Partial Linear Trees Luís Torgo

ECML-PKDD 1998 Error Estimators for Pruning Regression Trees Luís Torgo

ICML 1997 Functional Models for Regression Tree Leaves Luís Torgo

ECML-PKDD 1997 Search-Based Class Discretization Luís Torgo, João Gama

ECML-PKDD 1993 Controlled Redundancy in Incremental Rule Learning Luís Torgo

ECML-PKDD 1993 Rule Combination in Inductive Learning Luís Torgo