Therefore, we propose a novel non-negative temporal dimension preserved tensor completion (NT-DPTC) model with ideas: a ) proposing a novel dimension preserved (DP) tensor decomposition method , which decomposes a tensor into three latent factor tensors to fully extract the intrinsic feature, b ...