图 书 馆
质量估计及其应用Mass Estimation and Its Applications |
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| 课程网址: | http://videolectures.net/kdd2010_ting_mea/ |
| 主讲教师: | Kai Ming Ting |
| 开课单位: | 澳大利亚联邦大学 |
| 开课时间: | 2010-10-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This paper introduces mass estimation—a base modelling mechanism in data mining. It provides the theoretical basis of mass and an efficient method to estimate mass. We show that it solves problems very effectively in tasks such as information retrieval, regression and anomaly detection. The models, which use mass in these three tasks, perform at least as good as and often better than a total of eight state-of-theart methods in terms of task-specific performance measures. In addition, mass estimation has constant time and space complexities. |
| 关 键 词: | 质量估计; 数据挖掘; 基础建模 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-05-11：cwx |
| 阅读次数: | 73 |