Browsing by Subject "Max-product algorithm"

Now showing items 1-3 of 3

    • Conference Object  

      Bounds on max-product algorithms for multiple fault diagnosis in graphs with loops 

      Le, T.; Hadjicostis, Christoforos N. (Institute of Electrical and Electronics Engineers Inc., 2007)
      In this paper, we analyze the performance of algorithms that use belief propagation max-product iterations to solve the generalized multiple fault diagnosis (GMFD) problem. The GMFD problem is described by a bipartite ...
    • Article  

      Graphical inference for multiple intrusion detection 

      Le, T.; Hadjicostis, Christoforos N. (2008)
      In this paper, we consider vulnerabilities of networked systems and develop a multiple intrusion detection system (MIDS) which operates by running belief propagation on an appropriately constructed weighted bipartite graph. ...
    • Article  

      Max-product algorithms for the generalized multiple-fault diagnosis problem 

      Le, T.; Hadjicostis, Christoforos N. (2007)
      In this paper, we study the application of the max-product algorithm (MPA) to the generalized multiple-fault diagnosis (GMFD) problem, which consists of components (to be diagnosed) and alarms/connections that can be ...