Yiu-ming Cheung

Categorical Data Clustering via Value Order Estimated Distance Metric Learning

2025 · Proceedings of the ACM on Management of Data

Clustering is a popular machine learning technique for data mining that can process and analyze datasets to automatically reveal sample distribution patterns. Since the ubiquitous categorical data naturally lack a well-defined metric space such as …