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

Weighted-persistent-homology-based machine learning for RNA flexibility analysis

Chi Seng Pun ,

Roles Conceptualization, Funding acquisition, Supervision

* E-mail: cspun@ntu.edu.sg (CSP); xiakelin@ntu.edu.sg (KX)

Affiliation Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore
⨯
Brandon Yung Sin Yong,

Roles Data curation, Investigation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore
⨯
Kelin Xia

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: cspun@ntu.edu.sg (CSP); xiakelin@ntu.edu.sg (KX)

Affiliations Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore, School of Biological Sciences, Nanyang Technological University, Singapore, Singapore

http://orcid.org/0000-0003-4183-0943

⨯

Weighted-persistent-homology-based machine learning for RNA flexibility analysis

Chi Seng Pun,
Brandon Yung Sin Yong,
Kelin Xia

x

Published: August 21, 2020
https://doi.org/10.1371/journal.pone.0237747

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!

Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Artificial neural networks
Is the Subject Area "Artificial neural networks" applicable to this article?

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

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

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

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

Thanks for your feedback.
Network analysis
Is the Subject Area "Network analysis" 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.