Open Access
2014 The Application of Pattern Recognition in Electrofacies Analysis
Huan Li, Xiao Yang, Wenhong Wei
J. Appl. Math. 2014(SI11): 1-8 (2014). DOI: 10.1155/2014/640406


Pattern recognition is an important analytical tool in electrofacies analysis. In this paper, we study several commonly used clustering and classification algorithms. On the basis of advantages and disadvantages of existing algorithms, we introduce the KMRIC algorithm, which improves initial centers of K-means. Also, we propose the AKM algorithm which automatically determines the number of clusters and apply support vector machine to classification. Finally, we apply these algorithms to electrofacies analysis, where the experiments on the real-world datasets are carried out to compare the merits of various algorithms.


Download Citation

Huan Li. Xiao Yang. Wenhong Wei. "The Application of Pattern Recognition in Electrofacies Analysis." J. Appl. Math. 2014 (SI11) 1 - 8, 2014.


Published: 2014
First available in Project Euclid: 1 October 2014

Digital Object Identifier: 10.1155/2014/640406

Rights: Copyright © 2014 Hindawi

Vol.2014 • No. SI11 • 2014
Back to Top