Context-based statistical relational learning

CORC > 计算技术研究所 > 中国科学院计算技术研究所 > 中国科学院计算技术研究所期刊论文 > 英文

	Context-based statistical relational learning
	Tian, Yonghong
刊名	AI COMMUNICATIONS
	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
出版者	IOS PRESS
WOS记录号	WOS:000240601100006
内容类型	期刊论文
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.