Many methods have been used in data mining, Bayesian networks has become a focus currently. It has the broad application prospects.

Reliability Evaluation of Power Distribution System Based on D-S Evidence Inference and Bayesian Networks Method

结合D-S证据推理的贝叶斯网络法在配电网可靠性评估中的应用

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Then the author designed a Bayesian network fault diagnosis system, and using c# language realized the process from the construction of Bayesian network to a diagnostic inference drawn conclusions.

然后设计了贝叶斯网络故障诊断系统，并用c语言实现了从建造贝叶斯网络结构，到进行诊断推理得出诊断结论整个过程。

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Bayesian Networks Construction Based on CBR

基于CBR的贝叶斯网络构造

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Peer-to-Peer Traffic Identification Using Bayesian Networks

基于贝叶斯网络的Peer-to-Peer识别方法

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This paper mainly introduces the TAN classifier model, its building method and class method.

主要介绍了贝叶斯网络分类器中的TAN分类器的模型、构造方法及分类方法。

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An Improving Strength Pareto Evolutionary Algorithm Based on Bayesian Network with Decision Graphs

一种基于决策图贝叶斯网络的强度Pareto进化算法

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Study and research the method of using matlab to establish bayesian network safety evaluation model, combined with practical examples.

学习和研究通过Matlab建立贝叶斯网络安全评价模型的方法，结合实例建立贝叶斯网络评价模型，对实例进行分析得出结果。

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A Study and Application of Learning Bayesian Network from Data Approach Based on PCA

基于PCA的贝叶斯网络构造算法与应用

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This result can help to search the equivalent classes of a dag and be used in the learning of Bayesian Network.

这一结果将有助于设计算法搜索G中的等价类，在用得分等价原则学习贝叶斯网络结构时，可以进行局部得分，从而减少所需的数据量，提高效率。

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Extending TAN Classifiers Using Undirected Graphical Models Based on Bayesian Network Theory

基于贝叶斯网络理论的TAN分类器无向依赖扩展

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Constructing Bayesian Networks Based on Database by Using GA

基于数据库信息构建贝叶斯网络的GA方法

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A Bayesian Network-Based Search Method in Unstructured Peer-to-Peer Networks

基于贝叶斯网络的无结构化P2P资源搜索方法

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At last, we discuss a Bayesian Network model which can be used to classify semi-structured document.

最后，本文讨论了一种使用贝叶斯网络对半结构化的Web文档进行表示和分类的方法。

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Query Model of XML Document Based on Bayesian Network

基于贝叶斯网络的XML文档查询模型

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A system model based on Bayesian network

基于贝叶斯网络的Web访问模式挖掘模型系统

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Model Representing of Multi-agent Interactions Based on Dynamic Bayesian Networks

基于动态贝叶斯网络的多Agent交互的模型表示

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The Model Representation of Multi-Agent System Based Multiply Sectioned Bayesian Networks

基于多分片贝叶斯网络的多Agent系统模型表示

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Based on the assumption that the disparity field is continuous, traditional methods regard the disparity field as a Markov network that transmits two-way information.

基于视差场的连续性假设，传统视差估计置信传播算法将稠密视差场抽象为一种马尔可夫场，置信传播在消息双向传递的马尔可夫网络上进行。

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Then we estimate the amount of land use in 2002 and 2005 by Markoff Chain Method and Artificial Neural Network. We also use Markoff Chain to estimate the structure change of land usage from 2002 to 2005.

并利用马尔可夫链和神经网络两种方法预测了上海市中心城区2002年和2005年的土地利用结构和土地利用结构的变化。

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The system can overcome part of disadvantages in traditional intrusion detection system, and adapt requirements with different network. The experiment shows that the system can improve the detection accuracy rate, reduce the false negatives probability.

基于马尔可夫链建立的网络异常检测系统可以克服传统入侵检测系统的部分缺陷，能够适应不同网络环境的要求，同时也有效提高了系统的检测能力和检测效率，降低了误报率。

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