Predicting water distribution pipe failures using machine learning and cross-infrastructure data

URN:NBN:SI:DOC-5MQ99N982025Fernández, David AbertKozelj, Danieldocuments/doc/5/URN_NBN_SI_doc-5MQ99N98_001.pdfdocuments/doc/5/URN_NBN_SI_doc-5MQ99N98_001.txt3868articlestr. 53-640352-355110.15292/acta.hydro.2025.05246363651URN:NBN:SI:doc-5MQ99N98engFakulteta za gradbeništvo in geodezijoActa hydrotechnicaBY-NC-SAcondition assessmentmachine learningnapovedovanje okvar cevovodovocenjevanje stanjapipe failure predictionprostorska analizaspatial analysisstrojno učenjevodovodni sistemiwater distribution systemsXGBoostPredicting water distribution pipe failures using machine learning and cross-infrastructure dataNapoved okvar vodovodnih cevi s strojnim učenjem in podatki o sosednji infrastrukturi