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

Improving attachment style clustering with ROCKET and CatBoost: Insights from EEG analysis

Dor Mizrahi ,

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

* E-mail: dor.mizrahi1@msmail.ariel.ac.il

Affiliation Department of Industrial Engineering and Management, Ariel University, Ariel, Israel

https://orcid.org/0000-0002-7957-3519

⨯
Ilan Laufer,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Industrial Engineering and Management, Ariel University, Ariel, Israel
⨯
Inon Zuckerman

Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Industrial Engineering and Management, Ariel University, Ariel, Israel
⨯

Improving attachment style clustering with ROCKET and CatBoost: Insights from EEG analysis

Dor Mizrahi,
Ilan Laufer,
Inon Zuckerman

x

Published: September 2, 2025
https://doi.org/10.1371/journal.pone.0331112

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!

Electroencephalography
Is the Subject Area "Electroencephalography" applicable to this article?

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

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

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

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

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

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" 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.