Alex Guimarães Cardoso de Sá

According to our database, Alex Guimarães Cardoso de Sá authored at least 12 papers between 2013 and 2021.

Collaborative distances:

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

2021

An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms.

Márcio P. Basgalupp, Rodrigo C. Barros, Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho, Alex Alves Freitas

Evol. Intell., 2021

2020

An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version).

Márcio P. Basgalupp, Rodrigo C. Barros, Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho, Alex Alves Freitas

CoRR, 2020

A robust experimental evaluation of automated multi-label classification methods.

Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele Lobo Pappa, Alex Alves Freitas

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Fitness Landscape Analysis of Automated Machine Learning Search Spaces.

Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

2018

A customized classification algorithm for credit card fraud detection.

Alex Guimarães Cardoso de Sá, Adriano C. M. Pereira, Gisele L. Pappa

Eng. Appl. Artif. Intell., 2018

Multi-label classification search space in the MEKA software.

Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa

CoRR, 2018

Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming.

Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017

Towards a method for automatically selecting and configuring multi-label classification algorithms.

Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Alex Alves Freitas

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines.

Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa

Proceedings of the Genetic Programming - 20th European Conference, 2017

2014

Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions.

Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Adriano César Machado Pereira

Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 2014

A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers.

Alex Guimarães Cardoso de Sá, Gisele L. Pappa

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013

Towards a method for automatically evolving bayesian network classifiers.

Alex Guimarães Cardoso de Sá, Gisele Lobo Pappa

Proceedings of the Genetic and Evolutionary Computation Conference, 2013