图书馆订阅: Guest
自动化与信息科学期刊

每年出版 12 

ISSN 打印: 1064-2315

ISSN 在线: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Inductive Reconstruction Method for "Monoflow" Probabilistic Graph Models of Dependencies

卷 35, 册 10, 2003, 8 pages
DOI: 10.1615/JAutomatInfScien.v35.i10.10
Get accessGet access

摘要

We developed the "Genealogy" method for reconstruction of structures of probabilistic models of dependencies in the class of "monoflow" directed graphs (in which every cycle has two or more colliders). The "Genealogy" method is based on the apparatus of genotypes of variables and identifies model structure by application of only zero-order and first order tests of independence, i.e., we solve the problem of splitting of data retrieval, reliability of identification of a structure increases and number of required tests of conditional independency decreases.

对本文的引用
  1. Balabanov O.S., Principles and analytical tools for reconstruction of probabilistic dependency structures in special class, PROBLEMS IN PROGRAMMING, 1, 2017. Crossref

Begell Digital Portal Begell 数字图书馆 电子图书 期刊 参考文献及会议录 研究收集 订购及政策 Begell House 联系我们 Language English 中文 Русский Português German French Spain