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2010 – 2019
- 2019
[j2]Vítor Cerqueira
, Luís Torgo, Fábio Pinto, Carlos Soares:
Arbitrage of forecasting experts. Mach. Learn. 108(6): 913-944 (2019)- [i2]Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro:
Automatic Model Monitoring for Data Streams. CoRR abs/1908.04240 (2019) - 2018
- [c11]Vítor Cerqueira, Fábio Pinto, Luís Torgo, Carlos Soares, Nuno Moniz:
Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles. ECML/PKDD (1) 2018: 620-636 - 2017
- [c10]Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira:
autoBagging: Learning to Rank Bagging Workflows with Metalearning. AutoML@PKDD/ECML 2017: 21-27 - [c9]Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares:
Arbitrated Ensemble for Time Series Forecasting. ECML/PKDD (2) 2017: 478-494 - [i1]Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira:
autoBagging: Learning to Rank Bagging Workflows with Metalearning. CoRR abs/1706.09367 (2017) - 2016
- [c8]Vítor Cerqueira, Fábio Pinto, Cláudio Rebelo de Sá, Carlos Soares:
Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance. IDA 2016: 393-397 - [c7]Fábio Pinto, Carlos Soares, João Mendes-Moreira:
Towards Automatic Generation of Metafeatures. PAKDD (1) 2016: 215-226 - [c6]Fábio Pinto, Carlos Soares, João Mendes-Moreira:
CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers. ECML/PKDD (1) 2016: 410-425 - 2015
- [j1]Fábio Pinto, Carlos Soares, Pavel Brazdil:
Combining regression models and metaheuristics to optimize space allocation in the retail industry. Intell. Data Anal. 19(s1): S149-S162 (2015) - [c5]Fábio Pinto, Carlos Soares, João Mendes-Moreira:
Pruning Bagging Ensembles with Metalearning. MCS 2015: 64-75 - 2014
- [c4]Fábio Pinto, Carlos Soares, João Mendes-Moreira:
An Empirical Methodology to Analyze the Behavior of Bagging. ADMA 2014: 199-212 - [c3]Fábio Pinto, Carlos Soares, João Mendes-Moreira:
A Framework To Decompose And Develop Metafeatures. MetaSel@ECAI 2014: 32-36 - 2013
- [c2]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 - [c1]Fábio Pinto, Carlos Soares:
Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression Models. ECML/PKDD (3) 2013: 531-546
Coauthor Index
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