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挖掘十亿节点图：模式、生成器和工具Mining Billion-node Graphs: Patterns, Generators and Tools |
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| 课程网址: | http://videolectures.net/wsdm2011_faloutsos_mbg/ |
| 主讲教师: | Christos Faloutsos |
| 开课单位: | 卡内基梅隆大学 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | What do graphs look like? How do they evolve over time? How to handle a graph with a billion nodes? We present a comprehensive list of static and temporal laws, and some recent observations on real graphs (like, e.g., “eigenSpokes”). For generators, we describe some recent ones, which naturally match all of the known properties of real graphs. Finally, for tools, we present “oddBall” for discovering anomalies and patterns, as well as an overview of the PEGASUS system which is designed for handling Billion-node graphs, running on top of the “hadoop” system. |
| 关 键 词: | 数据挖掘; 计算机科学; 机器学习; 软件 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-10-30：cwx |
| 阅读次数: | 41 |