An Initialization Method for Clustering Mixed Numeric and Categorical Data Based on the Density and Distance

Jinchao Ji, Wei Pang, Yanlin Zheng, Zhe Wang, Zhiqiang Ma

Abstract: Most of the initialization approaches are dedicated to the partitional clustering algorithms which process categorical or numerical data only. However, in real-world applications, data objects with...