图 书 馆
实现天气观测中瞬态事件的自动分类Towards an Automated Classification of Transient Events in Synoptic Sky Surveys |
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| 课程网址: | http://videolectures.net/cidu2011_djorgovski_surveys/ |
| 主讲教师: | George Djorgovski |
| 开课单位: | 加州理工学院 |
| 开课时间: | 2012-06-27 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We describe the development of a system for an automated, iterative, real‐time classification of transient events discovered in synoptic sky surveys. The system under development incorporates a number of Machine Learning techniques, mostly using Bayesian approaches, due to the sparse nature, heterogeneity, and variable incompleteness of the available data. The classifications are improved iteratively as the new measurements are obtained. One novel feature is the development of an automated follow‐up recommendation engine, that suggest those measurements that would be the most advantageous in terms of resolving classification ambiguities and/or characterization of the astrophysically most interesting objects, given a set of available follow‐up assets and their cost functions. This illustrates the symbiotic relationship of astronomy and applied computer science through the emerging discipline of AstroInformatics. |
| 关 键 词: | 天气观测; 分级系统; 计算机科学 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-21：lxf |
| 阅读次数: | 45 |