HMVI: Unifying Heterogeneous Attributes with Natural Neighbors for Missing Value Inference

Xiaopeng Luo, Zexi Tan, Zhuowei Wang

Missing value imputation is a fundamental challenge in machine intelligence, heavily dependent on data completeness. Current imputation methods often handle numerical and categoric…