2 papers
cs.AI2025
Data clustering: a fundamental method in data science and management
Tai Dinh, Wong Hauchi, Daniil Lisik +4
This paper explores the critical role of data clustering in data science, emphasizing its methodologies, tools, and diverse applications. Traditional techniques, such as partitiona…
cs.LG2025
Categorical data clustering: 25 years beyond K-modes
Tai Dinh, Wong Hauchi, Philippe Fournier-Viger +4
The clustering of categorical data is a common and important task in computer science, offering profound implications across a spectrum of applications. Unlike purely numerical dat…