2008•Computer Technology and DevelopmentRequires access

Discretization of Continuous Attributes Based on Fuzzy Cluster

Tao Wu

Abstract

Because traditional rough set theory can only deal with the discrete attributes in database.So,the discretization of continuous attributes is one of the main problems in rough sets.In this paper,a method of discretization by fuzzy cluster is offered and a criterion function is given,it can select the best solution from the cluster,so it is a superior solution process and subjective influence is avoided.Finally,some experiments are applied to compare with others.The result proved this method is effective.

About this research paper

What this paper is about

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Key concepts: Discretization, Computer science, Rough set, Discretization of continuous features, Fuzzy logic, Cluster (spacecraft), Fuzzy set, Function (biology)