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Bayesian inference 贝叶斯推理

• The most common statistical approach is called bayesian inference and is explained in detail in another IBM developerWorks article (see Resources).

常见统计方式称为贝叶斯推理，更详细的内容，可以参阅IBMdeveloperWorks另一篇文章参见参考资料）。

www.ibm.com

• Bayesian inference has also gained prominence in E-mail spam-fighting, and in non-spam-related areas such as customer affinity engines (or, commercial recommendation engines).

贝叶斯推理对付电子邮件中的垃圾信息以及其他垃圾信息不相关的领域(比如客户亲和力引擎商业推荐引擎)均突出的表现。

www.ibm.com

• The method is to derive the maximum a posteriori estimate of the regions and the boundaries by using Bayesian inference and neighborhood constraints based on Markov random fields (MRFs) models.

依据这一模型方法使用贝叶斯理论领域约束获得区域边界量大后验概率估计

dict.cnki.net

• To improve the accuracy and speed in cycle-accurate power estimation, this paper USES multiple dimensional coefficients to build a Bayesian inference dynamic power model.

改善周期精确级功耗分析准确度速度问题，使用多维特征参数建立贝叶斯推理动态功耗模型

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• The algorithm handles uncertain information with Bayesian inference, giving a quantitative evaluation of the security state of a system and eliminating false alarms effectively.

算法贝耶斯推理处理不确定信息量化地评估系统安全状态并且有效地消除报。

epub.cnki.net

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

基于贝叶斯定理海底参数统计反演当前水声研究热点之一。

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• The method is to derive the maximum a posteriori estimate of the regions and the boundaries by using Bayesian inference and neighborhood constraints based on Markov random fields(MRFs) models.

依据模型方法使用贝叶斯理论领域约束获得区域边界最大后验概率估计

dict.cnki.net

• The purpose of this paper is to summary the literatures on tests of portfolio mean-variance efficiency in the framework of classical statistics and Bayesian inference.

评述应用经典统计学叶斯推断检验资产组合均值方差有效性文献，提出这些方法在我国应用-可能性。

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• Both likelihood ratio tests and Bayesian inference are employed to study the phylogeny of Phasianidae.

应用检验贝叶斯推论进行雉科分子系统学研究

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• The paper presents a kind of bayesian inference of simple signal in dynamic measurement. The simple measured signals and output signals are thought of as realizations of stochastic process.

本文提出动态测试次性信号测试数据贝叶斯推断方法，其中次性被测信号输出信号认为随机过程现实。

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• The paper introduces the target tracking algorithms based on Bayesian inference, which can be applied in the systems of nonlinearity and non-Gaussianity.

该文描述基于贝叶斯推理目标跟踪算法应用于非线性、非高斯系统中。

dict.cnki.net

• This paper builds a Bayesian inference network model based on the Rough Sets and Reason Rules and apply it to fulfill the medical data mining work.

本文构建了一个基于粗糙规则推理叶斯模型运用现实病历数据进行挖掘工作

www.fabiao.net

• We review the basic principle, formalism, and philosophy of Bayesian inference and discuss its application in the context of the analytic continuation problem.

我们回顾了他基本原理，公式贝叶斯原理性质，并且讨论了解析延拓问题应用

physics.zju.edu.cn

• This thesis gives a introduction to the concept of Bayesian networks, and gives one example, the method and process is presented to Bayesian networks inference.

介绍叶斯网络概念给出一个实例分析叶斯网络推理方法过程

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• Object to the multi sensors character in warship battle damage assessment, a Bayesian net inference arithmetic is up forward considering observation operation.

针对舰船战场损伤评估多元信息特点建立观测操作条件下的舰船战场损伤评估贝叶斯网络推理算法

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• We present a systematical way to use Bayesian statistical inference and the maximum entropy to deal with the data obtained by the continue imaginary-time QMC simulations.

介绍一个系统方法应用贝叶斯统计推论最大处理量子蒙特卡罗模拟得到连续虚时间数据

physics.zju.edu.cn

• Bayesian modeling and inference for generalized linear models, accelerated life failure models, Cox regression models and piecewise exponential models.

贝叶斯推理模型广义线性模型加速寿命故障模式Cox回归模型分段指数模型

wiki.pinggu.org

• Experiments prove that the priority knowledge can be corrected continually by inference information of Bayesian network, and help to solve the problem of subscriber churn.

实验说明基于贝叶斯网络推理知识可以不断修正先验知识，获得客户流失问题正确认识

dict.cnki.net

• After the theory and inference mechanism of Bayesian networks was introduced, this paper mainly studies the application of Bayesian networks in emitter's threat level assessment.

叶斯网络及其推理机制基础，主要研究叶斯网络辐射源威胁等级评估方面应用

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• This paper introduces inference algorithm of Bayesian network and analyzes intrinsic characteristic and reasoning mode of situation assessment.

该文介绍了贝叶斯网络推理算法分析了态势估计问题本质特征推理模式

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• Cyclic Bayesian network provides modeling method and inference algorithms for the management of software project iterative process risk.

有环贝叶斯网络研究，管理软件项目迭代过程风险提供了建模方法模型求解算法

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• The inference model based on Bayesian Network is discussed and the algorithm based on the model is presented.

研究了基于贝叶斯网络推理模型以及基于模型推理算法

www.magsci.org

• By the inference mechanism based on Bayesian Networks, a modeling process of fault diagnosis system of AUV and the optimizing method of fault diagnosis strategy are given.

通过基于贝叶斯网络推理机制给出智能水下机器人故障诊断系统建模过程以及诊断策略优化方案

www.fabiao.net

• This paper has researched information transform algorithm, and presented the Bayesian network structure of accident reason inference according to reversion inference.

研究消息传播算法根据叶斯网络逆向推理给出了事故原因推理叶斯网络结构

www.fabiao.net

• Finally, taking ADRT as the application object, using the integrated inference technology of rule diagnosis and Bayesian Network diagnosis methods, we develop the intelligent fault diagnosis system.

最后自动门应用对象采用规则诊断叶斯诊断集成推理技术开发自动门智能故障诊断系统

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• Bayesian learning Theory represents uncertainty with probability and learning and inference are realized by probabilistic rules.

贝叶斯学习理论使用概率表示所有形式的不确定性通过概率规则来实现学习推理过程

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• How to use Bayesian network to solve this kind of mixed uncertainty knowledge inference has become a research hotspot.

如何应用贝叶斯网络解决一类混合不确定性知识推理问题成为研究热点

www.fabiao.net

• Bayesian Networks is a model that efficiently represents knowledge and probabilistic inference and is a popular graphics decision-making analysis tool.

贝叶斯网络在不确定性环境下有效知识表示方式概率推理模型一种流行的图形决策化分析工具

dict.cnki.net

• Bayesian Networks is a model that efficiently represents knowledge and probabilistic inference and is a popular graphics decision-making analysis tool.

贝叶斯网络在不确定性环境下有效知识表示方式概率推理模型一种流行的图形决策化分析工具

dict.cnki.net

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