Alex Guimarães Cardoso de Sá

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 10

Top Topics

Classification Algorithm

Machine Learning

Automated Classification

Top Venues

GECCO (Companion)

Eng. Appl. Artif. Intell.

Publications

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) (2021)
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 (2020)
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)
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 (2020)
Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa
Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP (2020)
Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa
Multi-label classification search space in the MEKA software. CoRR (2018)
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 (2018)
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)
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)
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)
Alex Guimarães Cardoso de Sá, Gisele L. Pappa
A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. IBERAMIA (2014)
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)
Alex Guimarães Cardoso de Sá, Gisele Lobo Pappa
Towards a method for automatically evolving bayesian network classifiers. GECCO (Companion) (2013)