图 书 馆
使用统计和语义解决大（图）数据问题Using Statistics and Semantics to Solve Big (Graph) Data Problems |
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| 课程网址: | https://videolectures.net/videos/aaai2015_getoor_data_problems |
| 主讲教师: | Lise Getoor |
| 开课单位: | 信息不详。欢迎您在右侧留言补充。 |
| 开课时间: | 2017-08-22 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Big data problems benefit from modeling both structure and uncertainty, so there is a growing need for tools to develop large, complex probabilistic models. These tools should combine high-level knowledge representation with general purpose, scalable algorithms for learning and inference. In this talk, I will survey some of the recent work from the statistical relational learning community on learning and inference in richly-structured, multi-relational network data. I will highlight both important developments and opportunities in which ideas from AI can have great impact on upcoming challenges within the machine learning, data science and data mining communities. |
| 关 键 词: | 数据科学; 机器学习; 数据挖掘 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2025-05-09：zsp |
| 最后编审: | 2025-05-09：zsp |
| 阅读次数: | 2 |