Optimal Pattern Recognition Procedures. Substantiation of Inductive Inference Procedures

被引:1
作者
A. M. Gupal
I. V. Sergienko
机构
[1] V. M. Glushkov Institute of Cybernetics,National Academy of Sciences of Ukraine
关键词
recognition; inductive inference; Bayesian procedure; learning sample; complexity of a class of problems; Markovian chain; Bayesian networks;
D O I
10.1023/A:1023864808140
中图分类号
学科分类号
摘要
Proceeding from a probabilistic approach, the authors conclude that Bayesian approach is the basis for creation of inductive inference procedures. These procedures are analyzed on Markovian chains and Bayesian networks.
引用
收藏
页码:27 / 32
页数:5
相关论文
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[1]  
Kolmogorov A. N.(1965)Three approaches to definition of the concept of ‘amount of information’ Probl. Peredachi Inform. 1 3-11