2008Computer Technology and DevelopmentRequires access

Research of Data Mining Based on Rough Set

Bin Ji

Open publisher page 0 citations

Abstract

With the rise of data mining,there are many classification and prediction methods.What data mining researchs largely are relational databases.This has brought great convenience for rough set's application.The relational table may regard as the decision table in rough set theory,and using the rough set to deal with data mining is more than the traditional mining tools.The rough set theory is a new mathematical approach to data analysis which are indiscernible with respect to some features.In this paper,basic theory of rough set is introduced using an example,and the implementation of rule mining by variable precision rough set model based on reduction of decision form feature is illustrated using an example.It is effective for rule mining based on rough set by the example.

About this research paper

What this paper is about

With the rise of data mining,there are many classification and prediction methods.What data mining researchs largely are relational databases.This has brought great convenience for rough set's application.The relational table may regard as the decision table in rough set theory,and using the rough set to deal with data mining is more than the traditional mining tools.The rough set theory is a new mathematical approach to data analysis which are indiscernible with respect to some features.In this paper,basic theory of rough set is introduced using an example,and the implementation of rule mining by variable precision rough set model based on reduction of decision form feature is illustrated using an example.It is effective for rule mining based on rough set by the example.

Why it matters

A significance statement is not available in the OpenAlex record.

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

With the rise of data mining,there are many classification and prediction methods.What data mining researchs largely are relational databases.This has brought great convenience for rough set's application.The relational table may regard as the decision table in rough set theory,and using the rough set to deal with data mining is more than the traditional mining tools.The rough set theory is a new mathematical approach to data analysis which are indiscernible with respect to some features.In this paper,basic theory of rough set is introduced using an example,and the implementation of rule mining by variable precision rough set model based on reduction of decision form feature is illustrated using an example.It is effective for rule mining based on rough set by the example.

Key concepts: Rough set, Computer science, Data mining, Dominance-based rough set approach, Decision table, Set (abstract data type), Table (database), Decision rule

Related papers

Back to paper searchBrowse research topicsOriginal source
Research of Data Mining Based on Rough Set — Research Paper | ScholarLens