Explainable Graph Spectral Clustering of text documents

Bartłomiej Starosta; Mieczysław A. Kłopotek; Sławomir T. Wierzchoń; Dariusz Czerski; Marcin Sydow; Piotr Borkowski

doi:10.1371/journal.pone.0313238

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Open Access

Peer-reviewed

Research Article

Explainable Graph Spectral Clustering of text documents

Bartłomiej Starosta ,

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

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

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland
⨯
Mieczysław A. Kłopotek ,

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

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

* E-mail: mieczyslaw.klopotek@ipipan.waw.pl

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

https://orcid.org/0000-0003-4685-7045

⨯
Sławomir T. Wierzchoń ,

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland
⨯
Dariusz Czerski ,

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Data curation, Formal analysis, Software, Validation

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland
⨯
Marcin Sydow ,

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Formal analysis, Validation, Writing – review & editing

Affiliation Polish-Japanese Academy of Information Technology, Warsaw, Poland
⨯
Piotr Borkowski

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Investigation, Software, Writing – review & editing

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland
⨯

Explainable Graph Spectral Clustering of text documents

Bartłomiej Starosta,
Mieczysław A. Kłopotek,
Sławomir T. Wierzchoń,
Dariusz Czerski,
Marcin Sydow,
Piotr Borkowski

Published: February 4, 2025
https://doi.org/10.1371/journal.pone.0313238

About the Authors

Bartłomiej Starosta

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

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

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

Mieczysław A. Kłopotek

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

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

* E-mail: mieczyslaw.klopotek@ipipan.waw.pl

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

https://orcid.org/0000-0003-4685-7045

Sławomir T. Wierzchoń

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

Dariusz Czerski

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Data curation, Formal analysis, Software, Validation

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

Marcin Sydow

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Formal analysis, Validation, Writing – review & editing

Affiliation Polish-Japanese Academy of Information Technology, Warsaw, Poland

Piotr Borkowski

Contributed equally to this work with: Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

Roles Investigation, Software, Writing – review & editing

Affiliation Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

Competing Interests

The authors have declared that no competing interests exist.

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