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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 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 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 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 |
