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Predictive modeling for odor character of a chemical using machine learning combined with natural language processing

Recent studies on machine learning technology have reported successful performances in some visual and auditory recognition tasks, while little has been reported in the field of olfaction. In this paper we report computational methods to predict the odor impression of a chemical from its physicochem...

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Detalles Bibliográficos
Autores principales: Nozaki, Yuji, Nakamoto, Takamichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6002022/
https://www.ncbi.nlm.nih.gov/pubmed/29902194
http://dx.doi.org/10.1371/journal.pone.0198475

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