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A Survey on Wavelet Applications in Data Mining


Tao Li, Qi Li, Shenghuo Zhu, and Mitsunori Ogihara

  View Paper (PDF)  

Return to December 2002 - Volume 4, Issue 2


Abstract

Recently there have been significant development in the use of wavelet methods in various data mining processes. However, there has been written no comprehensive survey available on the topic. The goal of this paper is to fill the void. First, the paper presents a high-level data- mining framework that reduces the overall process into smaller components. The paper concludes by discussing the impact of wavelets on data mining research and outlining potential future research directions and applications.


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