High-order polynomial interpolation with CNN: A robust approach for missing data imputation

Hufsa Khan, Muhammad Tahir Rasheed, Han Liu, Shengli Zhang

Abstract: Highlights•A robust imputation approach is proposed based on higher-order polynomial equations.•The proposed approach shows improved performance in case of poorly correlated data.•It is designed to create spatial properties using fuzzy clustering.•Experimental results show the significance of the proposed approach.