An algorithm of Bayesian networks parameters learning based on confidence interval (EI CONFERENCE)
文献类型：会议论文
| 作者 | Li Y.; Li Y.; Li Y.; Li Y. |
| 出版日期 | 2010 |
| 会议名称 | 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, August 24, 2010 - August 26, 2010 |
| 会议地点 | Changchun, China |
| 关键词 | This paper focuses on an interval parameter estimation of Bayesian Networks (BNs). Contrast to the point estimation used in most parameter learning algorithms interval estimation algorithm (IEA) estimates the output nodes parameter of BNs with an interval estimation based on confidence level it can raise BNs inference accuracy slightly as the prior knowledge is absence. 2010 IEEE. |
| 页码 | 233-235 |
| 收录类别 | EI |
| 源URL | [http://ir.ciomp.ac.cn/handle/181722/33163]  |
| 专题 | 长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文 |
| 推荐引用方式 GB/T 7714 | Li Y.,Li Y.,Li Y.,et al. An algorithm of Bayesian networks parameters learning based on confidence interval (EI CONFERENCE)[C]. 见:2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, August 24, 2010 - August 26, 2010. Changchun, China. |
入库方式： OAI收割
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