Context-based statistical relational learning
文献类型：期刊论文
| 作者 | Tian, Yonghong |
| 刊名 | AI COMMUNICATIONS
 |
| 出版日期 | 2006 |
| 卷号 | 19期号:3页码:291-293 |
| 关键词 | statistical relational learning context modeling contextual dependency networks linkage semantic kernels |
| ISSN号 | 0921-7126 |
| 英文摘要 | The relational structure is an important source of information, which is often ignored by the traditional statistical learning methods. Thus this thesis focuses on how to explicitly exploit such relational information in statistical learning tasks so as to build more effective and more robust models. The main methodology used in the thesis is derived from context-based modeling and analysis. Several models and algorithms are investigated from different viewpoints of context, thereby demonstrating the general applicability of context-based statistical relational learning. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000240601100006 |
| 出版者 | IOS PRESS |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/10330]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Tian, Yonghong |
| 作者单位 | Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tian, Yonghong. Context-based statistical relational learning[J]. AI COMMUNICATIONS,2006,19(3):291-293. |
| APA | Tian, Yonghong.(2006).Context-based statistical relational learning.AI COMMUNICATIONS,19(3),291-293. |
| MLA | Tian, Yonghong."Context-based statistical relational learning".AI COMMUNICATIONS 19.3(2006):291-293. |
入库方式： OAI收割
来源：计算技术研究所
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