KFU. Card publication. Explainable Artificial Intelligence Methods in Text Classification Machine Learning Models for Investigating Human Behavior in Digital Environments

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EXPLAINABLE ARTIFICIAL INTELLIGENCE METHODS IN TEXT CLASSIFICATION MACHINE LEARNING MODELS FOR INVESTIGATING HUMAN BEHAVIOR IN DIGITAL ENVIRONMENTS

Form of presentation

Articles in international journals and collections

Year of publication

2024

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Authors, employees of KFU

Gafarov Fail Mubarakovich, author

Ustin Pavel Nikolaevich, author

Bibliographic description in the original language

Gafarov F.M, Gafarova V.R, Ustin P.N., Explainable Artificial Intelligence Methods in Text Classification Machine Learning Models for Investigating Human Behavior in Digital Environments//Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024. - 2024. - Vol., Is.. - P.1660-1664.

Keywords

Tatar language , Machine learning , Text classification , Explainable artificial intelligence , SHAP values , Integrated Gradients , LIME

The name of the journal

Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216507599&doi=10.1109%2fPIERE62470.2024.10805072&partnerID=40&md5=14dd920a51378aba54733833cb781d40

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=312412&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Gafarov Fail Mubarakovich	ru_RU
dc.contributor.author	Ustin Pavel Nikolaevich	ru_RU
dc.date.accessioned	2024-01-01T00:00:00Z	ru_RU
dc.date.available	2024-01-01T00:00:00Z	ru_RU
dc.date.issued	2024	ru_RU
dc.identifier.citation	Gafarov F.M, Gafarova V.R, Ustin P.N., Explainable Artificial Intelligence Methods in Text Classification Machine Learning Models for Investigating Human Behavior in Digital Environments//Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024. - 2024. - Vol., Is.. - P.1660-1664.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=312412&p_lang=2	ru_RU
dc.description.abstract	Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Tatar language	ru_RU
dc.subject	Machine learning	ru_RU
dc.subject	Text classification	ru_RU
dc.subject	Explainable artificial intelligence	ru_RU
dc.subject	SHAP values	ru_RU
dc.subject	Integrated Gradients	ru_RU
dc.subject	LIME	ru_RU
dc.title	Explainable Artificial Intelligence Methods in Text Classification Machine Learning Models for Investigating Human Behavior in Digital Environments	ru_RU
dc.type	Articles in international journals and collections	ru_RU