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ORCIDAlex Guimarães Cardoso de Sá
Publications
- 2021
[j2]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:
An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evol. Intell. 14(4): 1895-1914 (2021)- 2020
- [c8]Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa:
Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP 2020: 114-130 - [c7]Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele Lobo Pappa, Alex Alves Freitas:
A robust experimental evaluation of automated multi-label classification methods. GECCO 2020: 175-183 - [i3]Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele L. Pappa, Alex Alves Freitas:
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods. CoRR abs/2005.08083 (2020) - [i2]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:
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR abs/2009.07430 (2020) - 2018
- [j1]Alex Guimarães Cardoso de Sá, Adriano C. M. Pereira, Gisele L. Pappa:
A customized classification algorithm for credit card fraud detection. Eng. Appl. Artif. Intell. 72: 21-29 (2018) - [c6]Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa:
Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. PPSN (2) 2018: 308-320 - [i1]Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa:
Multi-label classification search space in the MEKA software. CoRR abs/1811.11353 (2018) - 2017
- [c5]Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa:
RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. EuroGP 2017: 246-261 - [c4]Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Alex Alves Freitas:
Towards a method for automatically selecting and configuring multi-label classification algorithms. GECCO (Companion) 2017: 1125-1132 - 2014
- [c3]Alex Guimarães Cardoso de Sá, Gisele L. Pappa:
A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. IBERAMIA 2014: 430-442 - [c2]Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Adriano César Machado Pereira:
Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. WebMedia 2014: 179-186 - 2013
- [c1]Alex Guimarães Cardoso de Sá, Gisele Lobo Pappa:
Towards a method for automatically evolving bayesian network classifiers. GECCO (Companion) 2013: 1505-1512
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