Automatic detection of solar radio burst using k-means clustering
文献类型：会议论文
| 作者 | Cui, Zexiao1,3; Yuan, Guowu1,3; Gao GN(高冠男)2,3 ; Dong L(董亮)2,3; Zhou, Hao1; Gao, Yun1; Guo SJ(郭少杰)2,3; Wang M(汪敏)2,3
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| 出版日期 | 2019-08-14 |
| 会议日期 | 2019-05-10 |
| 会议地点 | Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA |
| 关键词 | Solar radio bursts outlier detection K-means clustering |
| 卷号 | 11179 |
| DOI | 10.1117/12.2539668 |
| 英文摘要 | With the development of solar radio spectrometer, a large number of observational data has been obtained and the manual detection is difficult to reach the research needs. An automatic detection method of solar radio burst using k-means clustering was presented in this paper. K-means clustering is introduced to classify the burst points in solar radio spectrum, and it can do better in high spectral and time resolution spectrometer. The experimental results show that the proposed method is effective. |
| 源文献作者 | Hwang, JN; Jiang, X |
| 产权排序 | 第2完成单位 |
| 资助机构 | Natural Science Foundation of China[11663007, 11703089, 41764007, 61802337, U1831201] ; Open Project of Key Laboratory of Celestial Structure and Evolution, Chinese Academy of Sciences [OP201510] ; Open Project of the Key Laboratory of Space Weather of China Meteorological Administration ; Chinese Academy of Sciences "Western Light" Talent Development Program ; Action Plan of Yunnan University Serving for Yunnan |
| 会议录 | Proceedings of SPIE - Eleventh International Conference on Digital Image Processing (ICDIP 2019)
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| 会议录出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
| 文献子类 | Proceedings Paper |
| 学科主题 | 天文学 ; 射电天文学 ; 射电天文方法 |
| 会议录出版地 | 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA |
| 语种 | 英语 |
| URL标识 | 查看原文 |
| 资助项目 | Natural Science Foundation of China[11663007] ; Natural Science Foundation of China[11703089] ; Natural Science Foundation of China[41764007] ; Natural Science Foundation of China[61802337] ; Natural Science Foundation of China[U1831201] ; Open Project of Key Laboratory of Celestial Structure and Evolution, Chinese Academy of Sciences [OP201510] ; Open Project of the Key Laboratory of Space Weather of China Meteorological Administration ; Chinese Academy of Sciences "Western Light" Talent Development Program ; Action Plan of Yunnan University Serving for Yunnan |
| ISSN号 | 0277-786X |
| WOS研究方向 | Optics |
| ISBN号 | 978-1-5106-3076-5 |
| WOS记录号 | WOS:000511106700138 |
| 源URL | [http://ir.ynao.ac.cn/handle/114a53/21611]  |
| 专题 | 云南天文台_射电天文研究组 云南天文台_中国科学院天体结构与演化重点实验室 |
| 通讯作者 | Yuan, Guowu |
| 作者单位 | 1.School of Information Science and Engineering, Yunnan University, Kunming, China 650091 2.Yunnan Observatories, Chinese academy of Sciences, Kunming, China 650011 3.Key Laboratory for the Structure and Evolution of Celestial Objects, Chinese Academy of Sciences, Kunming, China 650011 |
| 推荐引用方式 GB/T 7714 | Cui, Zexiao,Yuan, Guowu,Gao GN,et al. Automatic detection of solar radio burst using k-means clustering[C]. 见:. Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA. 2019-05-10. |
入库方式： OAI收割
来源：云南天文台
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