Robust Structure Learning of Bayesian Network by Identifying Significant Dependencies

Bayesian networks have long been a popular medium for graphically representing the probabilistic dependencies which exist in a domain. State-of-the-art tree-augmented naive Bayes (TAN) builds maximum weighted spanning tree to represent 1-dependence relationships between attributes. In this paper, we...

Olles dieđut

Bibliográfalaš dieđut
Váldodahkkit: Yuguang Long, Limin Wang, Zhiyi Duan, Minghui Sun
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: IEEE 2019-01-01
Ráidu:IEEE Access
Fáttát:
Liŋkkat:https://ieeexplore.ieee.org/document/8806023/