Fábio Pinto

According to our database, Fábio Pinto authored at least 14 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Arbitrage of forecasting experts.

Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares

Mach. Learn., 2019

Automatic Model Monitoring for Data Streams.

Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro

CoRR, 2019

2018

Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles.

Vítor Cerqueira, Fábio Pinto, Luís Torgo, Carlos Soares, Nuno Moniz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

autoBagging: Learning to Rank Bagging Workflows with Metalearning.

Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira

Proceedings of the International Workshop on Automatic Selection, 2017

Arbitrated Ensemble for Time Series Forecasting.

Vítor Cerqueira, Luís Torgo, Fábio Pinto, Carlos Soares

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers.

Fábio Pinto, Carlos Soares, João Mendes-Moreira

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Towards Automatic Generation of Metafeatures.

Fábio Pinto, Carlos Soares, João Mendes-Moreira

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance.

Vítor Cerqueira, Fábio Pinto, Cláudio Rebelo de Sá, Carlos Soares

Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

2015

Combining regression models and metaheuristics to optimize space allocation in the retail industry.

Fábio Pinto, Carlos Soares, Pavel Brazdil

Intell. Data Anal., 2015

Pruning Bagging Ensembles with Metalearning.

Fábio Pinto, Carlos Soares, João Mendes-Moreira

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

2014

A Framework To Decompose And Develop Metafeatures.

Fábio Pinto, Carlos Soares, João Mendes-Moreira

Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014

An Empirical Methodology to Analyze the Behavior of Bagging.

Fábio Pinto, Carlos Soares, João Mendes-Moreira

Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013

Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression Models.

Fábio Pinto, Carlos Soares

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

POPSTAR at RepLab 2013: Name Ambiguity Resolution on Twitter.

Pedro Saleiro, Luis Rei, Arian Pasquali, Carlos Soares, Jorge Teixeira, Fábio Pinto, Mohammad Nozari Zarmehri, Catarina Félix, Pedro Strecht

Proceedings of the Working Notes for CLEF 2013 Conference , 2013