Fábio Pinto

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 9

Top Topics

Learning To Rank

Ensemble Methods

Regression Model

Top Venues

AutoML@PKDD/ECML

Publications

Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro
Automatic Model Monitoring for Data Streams. CoRR (2019)
Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares
Arbitrage of forecasting experts. Mach. Learn. 108 (6) (2019)
Vítor Cerqueira, Fábio Pinto, Luís Torgo, Carlos Soares, Nuno Moniz
Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles. ECML/PKDD (1) (2018)
Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira
autoBagging: Learning to Rank Bagging Workflows with Metalearning. CoRR (2017)
Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira
autoBagging: Learning to Rank Bagging Workflows with Metalearning. AutoML@PKDD/ECML (2017)
Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares
Arbitrated Ensemble for Time Series Forecasting. ECML/PKDD (2) (2017)
Vítor Cerqueira, Fábio Pinto, Cláudio Rebelo de Sá, Carlos Soares
Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance. IDA (2016)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers. ECML/PKDD (1) (2016)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
Towards Automatic Generation of Metafeatures. PAKDD (1) (2016)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
Pruning Bagging Ensembles with Metalearning. MCS (2015)
Fábio Pinto, Carlos Soares, Pavel Brazdil
Combining regression models and metaheuristics to optimize space allocation in the retail industry. Intell. Data Anal. 19 (s1) (2015)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
A Framework To Decompose And Develop Metafeatures. MetaSel@ECAI (2014)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
An Empirical Methodology to Analyze the Behavior of Bagging. ADMA (2014)
Fábio Pinto, Carlos Soares
Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression Models. ECML/PKDD (3) (2013)
Pedro Saleiro, Luis Rei, Arian Pasquali, Carlos Soares, Jorge Teixeira, Fábio Pinto, Mohammad Nozari Zarmehri, Catarina Félix, Pedro Strecht
POPSTAR at RepLab 2013: Name Ambiguity Resolution on Twitter. CLEF (Working Notes) (2013)