Researches on the Prototype Implementation of Visual Data Mining Techniques

Guiliang Feng; Zhonghua Li; LianChun Zhang

Researches on the Prototype Implementation of Visual Data Mining Techniques

원문정보

Guiliang Feng, Zhonghua Li, LianChun Zhang

보안공학연구지원센터(IJDTA) International Journal of Database Theory and Application Vol.7 No.6 2014.12 pp.131-138

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초록

영어

This paper describes the core functional components and a visualization module implementation process of visual data mining technology prototype system. The first part introduces the implementation technology of visual data mining technology prototype system and then describes the overall design of the architecture and features of visual data mining technology prototype system; Then paper describes the common components in the visualization of data mining technology prototype system. Research achievements of this article provides a useful reference to optimize visual data mining techniques.

Abstract
1. Introduction
2. The Implementations of the Main Function Module
  2.1 Implementations of the Common Components
  2.2 Implementations of the Mapping Component
  2.3 Implementations of MML Analytical Components
3. Implementations of Data Visualization Function Modules
  3.1 JFreeChart Chart Library Source
  3.2 Event Listener Mechanism
4. Implementations of Visualization Functions Module in the Data Mining Process
5. Implementations of the Visualization Functions Module of Data Mining Model Results
  5.1 PMML Description of the Data Mining Model Results
  5.2 The Graphical Visualization of Data Mining Model Results
6. Conclusion
Acknowledgements
References

키워드

저자정보

Guiliang Feng HeBei North University, China
Zhonghua Li HeBei North University, China
LianChun Zhang HeBei North University, China

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