Re: Research on unified data mining theory
Posted by:
Phil
Date: December 07, 2017 05:45PM
Data mining contains several tasks such as classification, outlier detection, clustering and pattern mining. There are some relationships between these tasks but they are still quite different. Besides, there is a general process for data mining which is to select, prepare and transform the data, apply some data mining algorithms, and visualize/analyze the results.
I think that it is easier to define a unified model for a task in data mining such as pattern mining rather than for all data mining. For example, a unified model for clustering could be a query language that would allow to perform queries to find different types of clusters rather than just one type of cluster.
This is my quick opinion about that.