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RISHandling Incomplete and Missing Data in Corrosion Pit Measurement Database Using Imputation Methods: Model Development Using Artificial Neural Network
Publisher: ASCE
Abstract: Data scarcity and missing values are a prime challenge in developing a corrosion prediction model. In this paper, eight imputation techniques are explored using the National Bureau of Standards (NBS) corrosion database. ...