图 书 馆
MAS.622J/1.126J模式识别与分析MAS.622J / 1.126J Pattern Recognition and Analysis |
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| 课程网址: | http://ocw.mit.edu/courses/media-arts-and-sciences/mas-622j-patte... |
| 主讲教师: | Media Lab Faculty and Staff |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2006-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This class deals with the fundamentals of characterizing and recognizing patterns and features of interest in numerical data. We discuss the basic tools and theory for signal understanding problems with applications to user modeling, affect recognition, speech recognition and understanding, computer vision, physiological analysis, and more. We also cover decision theory, statistical classification, maximum likelihood and Bayesian estimation, nonparametric methods, unsupervised learning and clustering. Additional topics on machine and human learning from active research are also talked about in the class. |
| 关 键 词: | 模式识别; 特征检测; 条件概率 |
| 课程来源: | 麻省理工学院公开课 |
| 最后编审: | 2024-05-08：chenjy |
| 阅读次数: | 64 |