Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data

Author:

Zhao Yanchang,Zhang Chengqi,Zhang Shichao

Publisher

Springer Berlin Heidelberg

Reference9 articles.

1. Bulut, A., Singh, A.K.: SWAT: hierarchical stream summarization in large networks. In: Proc. of ICDE 2003 (2003)

2. Fu, T.-C., Chung, F.-L., Ng, V., Luk, R.: Pattern discovery from stock time series using self-organizing maps. In: KDD 2001 Workshop on Temporal Data Mining (2001)

3. Fink, E., Pratt, K.B., Gandhi, H.S.: Indexing of time series by major minima and maxima. In: Proc. of IEEE Int. Conf. on Systems, Man and Cybernetics (2003)

4. Keogh, E., Chakrabarti, K., et al.: Dimensionality reduction for fast similarity search in large time series databases. Knowl. and Info. Systems 3(3), 263–286 (2000)

5. Mörchen, F.: Time series feature extraction for data mining using DWT and DFT. Tech. Report No. 33, Dept. of Maths and CS, Philipps-University Marburg (2003)

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Recentness biased learning for time series forecasting;Information Sciences;2013-07

2. A review on time series data mining;Engineering Applications of Artificial Intelligence;2011-02

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