Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Comparing molecular representations, e-nose signals, and other featurization, for learning to smell aroma molecules

Tanoy Debnath ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

* E-mail: kuettanoydebnath@gmail.com

Affiliation Sony AI, SONY Corporation, Tokyo, Japan

https://orcid.org/0000-0002-2624-8923

⨯
Samy Badreddine,

Roles Conceptualization, Data curation, Validation, Writing – review & editing

Affiliation Sony AI, SONY Corporation, Tokyo, Japan
⨯
Priyadarshini Kumari,

Roles Investigation, Methodology, Writing – review & editing

Affiliation Sony AI, SONY Corporation, Tokyo, Japan
⨯
Michael Spranger

Roles Funding acquisition, Investigation, Project administration, Validation, Writing – review & editing

Affiliation Sony AI, SONY Corporation, Tokyo, Japan
⨯

Comparing molecular representations, e-nose signals, and other featurization, for learning to smell aroma molecules

Tanoy Debnath,
Samy Badreddine,
Priyadarshini Kumari,
Michael Spranger

x

Published: August 11, 2023
https://doi.org/10.1371/journal.pone.0289881

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Sensory perception
Is the Subject Area "Sensory perception" applicable to this article?

Thanks for your feedback.
Smell
Is the Subject Area "Smell" applicable to this article?

Thanks for your feedback.
Odorants
Is the Subject Area "Odorants" applicable to this article?

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.
Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Mass spectra
Is the Subject Area "Mass spectra" applicable to this article?

Thanks for your feedback.
Molecular structure
Is the Subject Area "Molecular structure" applicable to this article?

Thanks for your feedback.
Principal component analysis
Is the Subject Area "Principal component analysis" applicable to this article?

Thanks for your feedback.