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Virtual screening by a new Clustering-based Weighted Similarity Extreme Learning Machine approach

Machine learning techniques are becoming popular in virtual screening tasks. One of the powerful machine learning algorithms is Extreme Learning Machine (ELM) which has been applied to many applications and has recently been applied to virtual screening. We propose the Weighted Similarity ELM (WS-EL...

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Detalles Bibliográficos
Autores principales: Pasupa, Kitsuchart, Kudisthalert, Wasu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5898726/
https://www.ncbi.nlm.nih.gov/pubmed/29652912
http://dx.doi.org/10.1371/journal.pone.0195478