Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data

Yutao Chen, Yu Zhang, Fei Yang

Railway systems require regular manual maintenance, a large part of which is dedicated to inspecting track deformation. Such deformation might severely impact trains' runtime secur…