Attribute reduction (AR) plays an important role in reducing irrelevant and redundant domain attributes, while maintaining the underlying semantics of retained ones. Based on Earth Mover’s Distance (EMD), this paper presents a robust AR algorithm from perspective minimising inconsistency between discernibility reduct entire original attribute set. Due to susceptibility gauger noisy information,...