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A Framework for Feature Selection to Exploit Feature Group Structures

Filter feature selection methods play an important role in machine learning tasks when low computational costs, classifier independence or simplicity is important. Existing filter methods predominantly focus only on the input data and do not take advantage of the external sources of correlations wit...

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Publicado en:Advances in Knowledge Discovery and Data Mining
Autores principales: Perera, Kushani, Chan, Jeffrey, Karunasekera, Shanika
Formato: Artigo
Lenguaje:Inglês
Publicado: 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206161/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-47426-3_61
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