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- Presented an efficient hybrid heuristic SGS-EM-PACOB algorithm for learning Bayesian network with mi-ssing values. 建立了具有数据缺失训练集下学习贝叶斯网的一种混合启发方法:SGS-EM-PACOB算法。
- A new method of learning Bayesian networks is presented, which can effectively combine expert knowledge and data. 摘要结合专家知识和数据进行贝叶斯网络学习。
- Learning Bayesian Network Structure 贝叶斯网络结构学习分析
- Learning Bayesian Network Classifiers Restricted by Class Variable 基于类约束的贝叶斯网络分类器学习
- Improve MDL Principle Used for Learning Bayesian Network Structure 改进学习贝叶斯网络结构的MDL准则
- An approach to learning Bayesian networks from small data set 一种基于小数据集的贝叶斯网络学习方法
- Learning bayesian network 学习贝叶斯网
- This method can avoid the problems of depending on a large number of data with high quality in existing Bayesian network learning. 该方法可避免现有的贝叶斯网络学习过干依赖数据、对数据的数量和质量要求过高等问题。
- A Bayesian network for overtraining was constructed under this system. 重点讨论了系统的网络数字化、网络学习、网络推理等关键问题。
- Learning Bayesian Networks 学习贝叶斯网
- 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。
- Markov network is an undirected graph, while Bayesian network is a directed acyclic graph. Markov网是一个无向图 ;而 Bayesian网是一个有向无环图 .
- Bayesian network approaches have become an important research direction in Data Mining. 贝叶斯 (Bayesian)网络近年成为数据采掘引人注目的研究方向。
- Bayesian network is one of the most efficient models in the uncertain knowledge and reasoning field. 贝叶斯网络是目前不确定知识和推理领域最有效的理论模型之一。
- NIPS Workshop on Learning in bayesian networks and other Graphical Models - 1995. 易易工作室-各种在线工具,站长网志,以及多个应用项目。
- Firstly, an initial Bayesian network structure is set up by using expert knowledge. 首先利用专家知识建立初始贝叶斯网络结构和参数;
- A method of reliability evaluation for HVDC systems based on Bayesian network is proposed in this paper. 该文提出了将贝叶斯网络应用于高压直流系统可靠性评估的方法。
- Zhang, N. and Poole, D. (1996). Exploiting causal independence in Bayesian network inference. Journal of Artificial Intelligence Research 5: 301?328. 在贝叶斯网络推论中探寻因果独立性〉《人工智能学报》5:301?328.
- On the basis of feeder partitioning and combining with failure-mode-and-effect analysis (FEMA) a Bayesian network was constituted. 在进行馈线分区的基础上,结合区域故障模式影响分析(Failure-Mode-and-Effect Analysis,FMEA)构成贝叶斯网络。
- 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。