图 书 馆
格局的点集：特征值问题的无数优点Patterns in sets of points: the myriad virtues of eigenproblems |
|
| 课程网址: | http://videolectures.net/aop05_bie_mve/ |
| 主讲教师: | Tijl De Bie |
| 开课单位: | 布里斯托大学 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | 2-"Patterns in sets of points: the myriad virtues of eigenproblems" :-) "In the second hour, one specific powerful type of optimization problem will be highlighted: the eigenvalue problem. A brief discussion of the computational aspects, and an overview of its applications in finding patterns in point sets will be provided. The talk will cover principal component analysis, canonical correlation analysis, Fisher's discriminant, partial least squares, and spectral clustering. We will emphasize connections between these algorithms where appropriate." |
| 关 键 词: | 计算机科学; 机器学习; 模式识别 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-08：wuyq |
| 阅读次数: | 47 |