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Title |
Automatic Identification of Log-curve Formation Based on Wavelet-SVM |
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Author |
Fuhua Shang, Tiejun Zhao, Xiujie Miao |
| Citation |
Vol. 6 No. 4 pp. 162-165 |
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Abstract |
An arithmetic based on wavelet transform and process SVM ( Support Vector Machine ) for automatically identifying log-curve formation is proposed. Wavelet transform can transform any log-curve to space vector which the experiment system requires, then use the theory of process SVM automatically to identify log-curve. The results of experiment indicate this arithmetic has good identification ability and strong generalization ability on occasion that the number of training swatch is limited. |
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Keywords |
Log-curve, process SVM, wavelet transform. |
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