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Investigation of flood embankment seepage using logistic regression with ICA

cris.lastimport.scopus2024-09-18T01:30:48Z
dc.abstract.enhis article analyzes the application of logistic regression with the use of ICA to detect leakages and leakages in flood embankments. As a result of the study, a model analysis was carried out where electrical impedance tomography tests were performed for one and for two rows of electrodes. For the results obtained, it was possible to verify the evaluation of the usefulness of the algorithms in the reconstruction of images derived from electrical impedance tomography. The proposed solution is a method that is non-invasive, and thus the embankment does not have to be destroyed for testing. Additionally, it should be emphasised that it is suitable for spatial imaging. The presented solution is a non-invasive method for assessing the structure of embankments, which is well suited for spatial imaging. The implemented algorithm shows promise in image reconstruction.
dc.affiliationTransportu i Informatyki
dc.contributor.authorE Kozłowski
dc.contributor.authorKrzysztof Król
dc.contributor.authorKonrad Niderla
dc.contributor.authorTomasz Rymarczyk
dc.date.accessioned2024-08-06T12:05:51Z
dc.date.available2024-08-06T12:05:51Z
dc.date.issued2022
dc.identifier.doi10.1088/1742-6596/2408/1/012019
dc.identifier.eissn1742-6596
dc.identifier.issn1742-6588
dc.identifier.urihttps://repo.akademiawsei.eu/handle/item/568
dc.languageen
dc.pbn.affiliationinformation and communication technology
dc.relation.ispartofJournal of Physics: Conference Series
dc.rightsCC-BY
dc.subject.enflood embankment seepage
dc.subject.enseepage
dc.subject.enlogistic regression
dc.subject.enICA
dc.titleInvestigation of flood embankment seepage using logistic regression with ICA
dc.typeReviewArticleConference
dspace.entity.typePublication
oaire.citation.issue1
oaire.citation.volume2408