A Survey on Wavelet Applications in Data Mining

Recently there has 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 is paper to fill the void. First, the paper presents a high-level data-mining framework that reduces the overall process into smaller components. Then applications of wavelets for each component are reviewd. The paper concludes by discussing the impact of wavelets on data mining research and outlining potential future research directions and applications.

• Type: Journal
• Year: 2002
• Where: SIGKDD
• Authors: Tao Li, Qi Li, Shenghuo Zhu, Mitsunori Ogihara
• Keywords: Paper, SIGKDD 2002, Wavelet Methods, Wavelets