KFU. Card publication. Application of Machine Learning Algorithms to Classify Soil Components with Different Hydrophilicity

KAZAN
FEDERAL UNIVERSITY

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- 中文
- ES

APPLICATION OF MACHINE LEARNING ALGORITHMS TO CLASSIFY SOIL COMPONENTS WITH DIFFERENT HYDROPHILICITY

Form of presentation

Articles in international journals and collections

Year of publication

2025

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Authors, employees of KFU

Mannapova Lyaysan Minisovna, author

Muravev Fedor Aleksandrovich, author

Sofinskaya Oksana Aleksandrovna, author

Bibliographic description in the original language

Sofinskaya O.A, Mouraviev F.A, Rakonjac D, Mannapova L.M. Application of Machine Learning Algorithms to Classify Soil Components with Different Hydrophilicity//Eurasian Soil Science. - 2025. - Vol.58, Is.2. - Art. �28.

Keywords

biofilms, wetting contact angle, classification algorithms, neural network, selection of hyperparameters

The name of the journal

EURASIAN SOIL SCIENCE

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85219603208&doi=10.1134%2fS1064229324603652&partnerID=40&md5=627b73fb7dddc721e2c229a86e2dfe68

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

https://repository.kpfu.ru/eng/?p_id=311745&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Mannapova Lyaysan Minisovna	ru_RU
dc.contributor.author	Muravev Fedor Aleksandrovich	ru_RU
dc.contributor.author	Sofinskaya Oksana Aleksandrovna	ru_RU
dc.date.accessioned	2025-01-01T00:00:00Z	ru_RU
dc.date.available	2025-01-01T00:00:00Z	ru_RU
dc.date.issued	2025	ru_RU
dc.identifier.citation	Sofinskaya O.A, Mouraviev F.A, Rakonjac D, Mannapova L.M. Application of Machine Learning Algorithms to Classify Soil Components with Different Hydrophilicity//Eurasian Soil Science. - 2025. - Vol.58, Is.2. - Art. �28.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=311745&p_lang=2	ru_RU
dc.description.abstract	EURASIAN SOIL SCIENCE	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	biofilms	ru_RU
dc.subject	wetting contact angle	ru_RU
dc.subject	classification algorithms	ru_RU
dc.subject	neural network	ru_RU
dc.subject	selection of hyperparameters	ru_RU
dc.title	Application of Machine Learning Algorithms to Classify Soil Components with Different Hydrophilicity	ru_RU
dc.type	Articles in international journals and collections	ru_RU