Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity

Prem Junsawang; Suphakant Phimoltares; Chidchanok Lursinsap

doi:10.1371/journal.pone.0220624

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Open Access

Peer-reviewed

Research Article

Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity

Prem Junsawang,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
⨯
Suphakant Phimoltares ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: suphakant.p@chula.ac.th

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand

http://orcid.org/0000-0002-4352-1864

⨯
Chidchanok Lursinsap

Roles Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
⨯

Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity

Prem Junsawang,
Suphakant Phimoltares,
Chidchanok Lursinsap

Published: September 9, 2019
https://doi.org/10.1371/journal.pone.0220624

About the Authors

Prem Junsawang

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand

Suphakant Phimoltares

* E-mail: suphakant.p@chula.ac.th

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand

http://orcid.org/0000-0002-4352-1864

Chidchanok Lursinsap

Roles Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand

Competing Interests

The authors have declared that no competing interests exist.

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