Purpose The missing travel time data for roads is a common problem encountered by traffic management departments. Tensor decomposition, as one of the most widely used method completing data, plays significant role in intelligent transportation system (ITS). However, existing methods tensor decomposition focus on global structure, resulting relatively low accuracy fibrosis scenarios. Therefore, ...