PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data

no code implementations • 11 Feb 2018 • Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen

However, few research focuses on the missing data imputation in real-time crash likelihood prediction, although missing values are commonly observed due to breakdown of sensors or external interference.

Clustering Imputation