Titlebook: Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track; European Conference, Yuxiao Dong,Dunja Mladeni?,Craig Sa

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Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysisimately half a million pipelines across major Australian cities that deliver water to houses and businesses, serving over five million customers. Failures on these buried assets cause damage to properties and water supply disruptions. We applied Machine Learning techniques to find a cost-effective s