Bayesian network approaches have become an important research direction in Data Mining. This paper discusses the structure and the construction of Bayesian networks, emphasizing the basic methods for learning the structure and probabilities of Bayesian networks from prior knowledge and sample data. Compared with other approaches used for data mining, Bayesian networks can combine prior knowledge with observed data, which is very important when data is scarce or very expensive. Moreover, Bayesian networks...
| 
推荐 
点击下列相关研究机构和相关文献作者，可以直接查到这些机构和作者被《中国知识资源总库》收录的其它文献，使您全面了解该机构和该作者的研究动态和历史。
