| An improvement on the method of the pattern recognition ICHAM and its application |
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| 引用本文： | 金延龙,赵卫明. An improvement on the method of the pattern recognition ICHAM and its application[J]. 地震学报(英文版), 1994, 7(4): 539-547. DOI: 10.1007/BF02650739 |
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| 作者姓名： | 金延龙 赵卫明 |
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| 作者单位： | Seismological Bureau of Ningxia Hui Autonomous Region，Yinchuan 750001，China |
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| 摘 要： | （金延龙，赵卫明）ＡｎｉｍｐｒｏｖｅｍｅｎｔｏｎｔｈｅｍｅｔｈｏｄｏｆｔｈｅｐａｔｔｅｒｎｒｅｃｏｇｎｉｔｉｏｎＩＣＨＡＭａｎｄｉｔｓａｐｐｌｉｃａｔｉｏｎ￥Ｗｅｉ－ＭｉｎｇＺＨＡＯａｎｄＹａｎ－ＬｏｎｇＪＩＮ（ＳｅｉｓｍｏｌｏｇｉｃａｌＢｕｒｅａｕ...
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| 收稿时间： | 1993-01-16 |
| 修稿时间： | 1994-01-02 |
An improvement on the method of the pattern recognition ICHAM and its application |
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| Wei-Ming Zhao and Yan-Long Jin. An improvement on the method of the pattern recognition ICHAM and its application[J]. Acta Seismologica Sinica(English Edition), 1994, 7(4): 539-547. DOI: 10.1007/BF02650739 |
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| Authors: | Wei-Ming Zhao and Yan-Long Jin |
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| Affiliation: | (1) Seismological Bureau of Ningxia Hui Autonomous Region, 750001 Yinchuan, China |
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| Abstract: | In this paper, an improvement is made on the method of the pattern recognition ICHAM. It is proposed to use the iterative centre as the Hamming kernel. And new weight coefficient calculating the Euclidean distance is given. Through varying the control parameter, the minimum ratio of the erroneous recognition is sought. Through classsificatory recognition on two calculative examples and strong earthquakes in the north section of the North-South Seismic Belt, the results indicate that the classificatory effect of the method improved in this paper is better than the ICHAM method. It is more suitable to do the classificatory recognition for general distributive samples. |
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| Keywords: | pattern recognition iterative centre control parameter minimum ratio of erroneous recognition |
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