Tag: clustering

Splitting of categorical and transactional data arrays into groups with similar attributes is the most important task of data mining. In most cases, traditional clustering algorithms are not effective when processing large databases. This article describes a scalable heuristic algorithm — CLOPE, which delivers high quality and high performance clus...

This article is an attempt to systematize the latest achievements in the development of data clustering techniques. The purpose of this article is not to providea detailed description of all clustering algorithms, but rather to give a holistic view on the topic. The summary provided as well as the issues raised will help you navigate through a larg...