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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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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Nozaki, Yuji, Nakamoto, Takamichi
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6002022/
https://ncbi.nlm.nih.gov/pubmed/29902194
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0198475
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