bayesian

Tenenbaum, J . B . ( 2003 ) . Introduction to probability and Bayesian inference.

2003年 ), 《机率与贝氏推断的简介》.

Bayesian statistics theory: Expatiate the mathematic principle of Bayesian Networks, Bayesian statistics.

贝叶斯统计理论: 阐述贝叶斯网络的数学原理 —— 贝叶斯统计.

The application of Bayesian theory conquers the difficulty of introducing prior information in classical estimation.

贝叶斯定理的应用，克服了经典估计无法引入先验信息的困难。

Due to the shortcomings of the randomness and uncertainty of power transformer fault diagnosis data, the benefits of the Bayesian network classifiers and the features of multi-Agent, this paper introduces a multi-Agent system diagnosis model.

电力变压器数据信息具有不完备、不确定性的缺点，而贝叶斯网络有知识表达灵活、分析处理不确定性与关联性问题能力强的优点，本文提出一种基于Multi-Agent的变压器故障诊断模型。

The paper presents a Bayesian networks ( BN) framework for the reliability analysis of phased-mission systems ( PMS), named PMS-BN model.

针对多阶段系统（PMS）的可靠性评估问题，提出了一种基于贝叶斯网络（BN）的可靠性分析模型PMS-BN。

Confidence sought to approximate Bayesian lower failure probability obtained.

给定置信度求出贝叶斯近似下限,求出失效概率.

A method for estimating average level sPacing from a set of resolved resonance parameters by using Bayesian approach is given.

用贝叶斯定理从可分辨共振参数估算平均能级间距。

We study the gene regulatory network of yeast using Bayesian networks.

本篇论文主题在于利用贝氏网路探讨酵母菌基因调控网路的问题.

In the Bayesian method, the unknown parameters in the fatigue model are considered as random variables.

将疲劳模型中的未知参数作为随机变量处理，利用贝叶斯定理求出参数的后验分布密度；

Sequential Gaussian simulation with Bayesian upgrading can be used to incorporate seismic data of intermediate vertical resolution into 3-dimensional reservoir models. Given a specific seismic frequency, the resolution of model by this method can be improved.

引入贝叶斯定理的序贯高斯模拟方法，即贝叶斯序贯高斯模拟，用来整合中等垂向分辨率的地震数据，在给定地震频率的条件下，提高模型的分辨率。

The algorithm is based on Bayesian decision machinery, with estimation of the structure from probability density function, for two-class problems. ( 3) The paper gives out a semi-supervised learning algorithm based on FCM.

该算法基于贝叶斯决策理论，通过概率密度函数进行分布估计，对两类别半监督学习问题进行判定。（3）给出了一个基于FCM的半监督学习算法。

Recognition and achieves better performance than traditional Bayesian Classifier.

贝叶斯人脸识别方法更优的性能.

The general static Bayesian game model is established for bidding quotation.

建立了投标报价一般静态贝叶斯博弈模型.

Bayesian Compressed Sensing complete code can be used directly.

贝叶斯压缩传感完整的源代码可以直接使用.

In this paper, a numerical method for computing evaluation formulas of the exact Bayesian Lower Limits of one-sided reliability in the case of normal model is presented.

本文对正态模型单边可靠性精确的贝叶斯下限的评估公式提供一种计算方法。

At present the Bayesian networks is applied widely in each field.

摘要目前贝叶斯网络在各种领域得到了广泛的应用.

For multiple-marker analysis , Xu ( Genetics, 2003, 163:789-801 ) developed a Bayesian shrinkage estimation ( BSE ) method.

对于前者, Xu ( Genetics, 2003, 163:789-801 ) 首先提出了Bayesian压缩估计方法.

The paper reports a new method to deal with nonlinear Bayesian dynamic models by using NTM method, and gives the recursive formulation and the number character of the variables.

将NTM方法应用于非线性贝叶斯动态模型，给出了它的递推公式以及随机变量的数字特征的计算，与蒙特卡洛方法相比提高了效率和精度。

Then residuals of multiple MIB variables are combined in the probabilistic framework of a Bayesian network to compute the probability of fault, including unknown or unpredictable faults.

把观测得到的各MIB变量的信息经由贝叶斯网络加以融合，从而计算出网络出现故障的概率，包括未知的和不可预见的故障。

Then, based on the Bayesian theorem, prior distribution and likelihood function, we infer their joint posterior distribution, which belongs to the fa-( mily) of Normal-Wishart distributions.

利用贝叶斯定理，根据模型的样本似然函数和参数的先验分布推导了参数的后验分布；

We discuss some questions on the Bayesian Dynamic Models in this article.

本文主要是对贝叶斯动态模型问题作了一点探讨.

Due to the natural expression, strong reasoning ability, facilitate customization and many other advantages, Bayesian networks has been widely used in many areas.

果为具无地然的外达方式、强亡的推理才能和便本的决议计划机造等长处，贝叶斯网络反在良长范畴得到了普遍的当用。

Compared with Bayesian classification model, experimental results show SANBC has higher accuracy.

实验结果表明,与朴素贝叶斯分类模型相比,SANBC分类模型具有较高的分类正确率.

Bayesian inference is a valid approach used in geophysical problems.

贝叶斯理论是一种应用在地球物理问题中的有效方法.

The statistical Bayesian channel estimation was investigated in the CDMA TDD mode.

分析了CDMA时分模式下的统计贝叶斯信道估计.

Decision tree, neural networks and Bayesian networks are the main tools of KDD.

决策树 、 神经网络、Bayesian网络等是当前知识发现的重要工具.

The actual fitting of finite mixtures through use of the EM algorithm and we also consider the Bayesian estimation of mixture models and others random algorithms;

通过EM算法拟合有限混合模型；我们也考虑到了混合模型的Balyes估计和利用其它的一些随机算法的估计；

Statistical inversion of seafloor parameters based on Bayesian inference is an interesting topic in the research of underwater acoustics.

基于贝叶斯定理的海底参数统计反演是当前水声学研究的热点之一。

Bayesian network and Boolean network are powerful tools to genetic networks research.

布尔网络模型和贝叶斯网络模型都是研究基因调控网络的有力工具.

During the fifth part, we introduce perfect Bayesian Nash Equilibrium, which is the optimal solution of dynamic game of incomplete information, meanwhile, analyze the reason of an abnormal phenomenon in Chinese Stock Markets.

第五部分介绍了不完全信息动态博弈的最优均衡&完美贝叶斯纳什均衡。分析了中国股市中一些垃圾股走俏为热门股的现象。