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2020 Conference Publication A robust experimental evaluation of automated multi-label classification methodsde Sá, Alex G. C., Pimenta, Cristiano G., Pappa, Gisele L. and Freitas, Alex A. (2020). A robust experimental evaluation of automated multi-label classification methods. Genetic and Evolutionary Computation Conference (GECCO), Electr Network, Jul 08-12, 2020. New York, NY, USA: ACM. doi: 10.1145/3377930.3390231 |
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2020 Book Chapter Fitness Landscape Analysis of Automated Machine Learning Search SpacesPimenta, Cristiano G., de Sá, Alex G. C., Ochoa, Gabriela and Pappa, Gisele L. (2020). Fitness Landscape Analysis of Automated Machine Learning Search Spaces. Lecture Notes in Computer Science. (pp. 114-130) Cham: Springer International Publishing. doi: 10.1007/978-3-030-43680-3_8 |
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2018 Journal Article A customized classification algorithm for credit card fraud detectionde Sá, Alex G.C., Pereira, Adriano C.M. and Pappa, Gisele L. (2018). A customized classification algorithm for credit card fraud detection. Engineering Applications of Artificial Intelligence, 72, 21-29. doi: 10.1016/j.engappai.2018.03.011 |
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2018 Book Chapter Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programmingde Sá, Alex G. C., Freitas, Alex A. and Pappa, Gisele L. (2018). Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. Lecture Notes in Computer Science. (pp. 308-320) Cham: Springer International Publishing. doi: 10.1007/978-3-319-99259-4_25 |
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2017 Conference Publication Towards a method for automatically selecting and configuring multi-label classification algorithmsde Sá, Alex G. C., Pappa, Gisele L. and Freitas, Alex A. (2017). Towards a method for automatically selecting and configuring multi-label classification algorithms. Genetic and Evolutionary Computation Conference (GECCO), Berlin Germany, Jul 15-19, 2017. New York, NY, USA: ACM. doi: 10.1145/3067695.3082053 |
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2017 Book Chapter RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelinesde Sá, Alex G. C., Pinto, Walter José G. S., Oliveira, Luiz Otavio V. B. and Pappa, Gisele L. (2017). RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. Lecture Notes in Computer Science. (pp. 246-261) Cham: Springer International Publishing. doi: 10.1007/978-3-319-55696-3_16 |
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2014 Conference Publication Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web TransactionsSá, Alex G.C., Pappa, Gisele L. and Pereira, Adriano C.M. (2014). Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. New York, NY, USA: ACM. doi: 10.1145/2664551.2664568 |
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2014 Book Chapter A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiersde Sá, Alex G. C. and Pappa, Gisele L. (2014). A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. Lecture Notes in Computer Science. (pp. 430-442) Cham: Springer International Publishing. doi: 10.1007/978-3-319-12027-0_35 |
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2013 Conference Publication Towards a method for automatically evolving bayesian network classifiersde Sá, Alex Guimarães Cardoso and Pappa, Gisele Lobo (2013). Towards a method for automatically evolving bayesian network classifiers. New York, NY, USA: ACM. doi: 10.1145/2464576.2482729 |
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2012 Journal Article An Algorithm to Coordinate Missions in Wireless Sensor NetworksGuimaraes Cardoso de Sa, Alex, Heimfarth, Tales, Enes de Oliveira, Hewerton and Pignaton de Freitas, Edison (2012). An Algorithm to Coordinate Missions in Wireless Sensor Networks. IEEE Latin America Transactions, 10 (2), 1595-1602. doi: 10.1109/tla.2012.6187604 |
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2010 Conference Publication Enhanced Wireless Sensor Network setup strategy supported by intelligent software agentsde Freitas, Edison Pignaton, Heimfarth, Tales, Farah Netto, Ivayr, Cardoso de Sa, Alex Guimaraes, Pereira, Carlos Eduardo, Ferreira, Armando Morado, Wagner, Flavio Rech and Larsson, Tony (2010). Enhanced Wireless Sensor Network setup strategy supported by intelligent software agents. IEEE. doi: 10.1109/icsens.2010.5690968 |
