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- Title
采用组合方法进行链路预测的理论极限研究.
- Authors
吴翼腾; 于洪涛; 黄瑞阳; 李华巍
- Abstract
The problem that whether there a theoretical limit exists for link prediction combination methods and how to approximate was investigated. Link prediction methods were divided into single or combination methods, based on whether multidimension information was used, or whether the relation of multidimension information was defined directly. Limit theorems for link prediction by approximating a measurable function by a simple function sequence were provided. Combination rule and corresponding geometric interpretations and simulation examples for limit theorems were also provided. Limit theorems show why combination methods have higher accuracy and robustness than single methods.
- Publication
Journal on Communication / Tongxin Xuebao, 2020, Vol 41, Issue 6, p34
- ISSN
1000-436X
- Publication type
Article
- DOI
10.11959/j.issn.1000−436x.2020125