Map-elites algorithm for features selection problem

In the High-dimensional data analysis there are several challenges in the fields of machine learning and data mining. Typically, feature selection is considered as a combinatorial optimization problem which seeks to remove irrelevant and redundant data by reducing computation time and improve learni...

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Autor principal:	Quiñonez, Brenda (author)
Altres autors:	Pinto Roa, Diego Pedro (author), García Torres, Miguel (author), García-Diaz, María E. (author), Núñez Castillo, Carlos Heriberto (author), Divina, Federico (author)
Format:	article
Idioma:	anglès
Publicat:	2019
Matèries:	4. Transporte, telecomunicaciones y otras infraestructuras FEATURE SELECTION MAP-ELITES COMBINATORIAL OPTIMIZATION MACHINE LEARNING DATA MINING INFORMATICA
Accés en línia:	http://hdl.handle.net/20.500.14066/3734
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