Inference for a Large Directed Acyclic Graph with Unspecified Interventions. [PDF]
J Mach Learn Res, 2023 Li C, Shen X, Pan W.
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Objective Bayes Factors for Gaussian Directed Acyclic Graphical Models [PDF]
We propose an objective Bayesian method for the comparison of all Gaussian directed acyclic graphical models defined on a given set of variables. The method, which is based on the notion of fractional Bayes factor, requires a single default (typically ...
Guido Consonni, Luca La Rocca
core
A Branch-and-Cut Approach to the Directed Acyclic Graph Layering Problem [PDF]
, 2002 Patrick Healy, Nikola S. Nikolov
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Network Intrusion Detection Based on Directed Acyclic Graph and Belief Rule Base
ETRI Journal, 2017 Intrusion detection is very important for network situation awareness. While a few methods have been proposed to detect network intrusion, they cannot directly and effectively utilize semi‐quantitative information consisting of expert knowledge and ...
Bang‐Cheng Zhang +5 more
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Sexual abuse and psychotic phenomena: a directed acyclic graph analysis of affective symptoms using English national psychiatric survey data - ERRATUM. [PDF]
Psychol Med, 2023 Moffa G +4 more
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Interpreting and using CPDAGs with background knowledge
, 2017 We develop terminology and methods for working with maximally oriented partially directed acyclic graphs (maximal PDAGs). Maximal PDAGs arise from imposing restrictions on a Markov equivalence class of directed acyclic graphs, or equivalently on its ...
Kalisch, Markus +2 more
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Sexual abuse and psychotic phenomena: a directed acyclic graph analysis of affective symptoms using English national psychiatric survey data. [PDF]
Psychol Med, 2023 Moffa G +4 more
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The directed acyclic graph helped identify confounders in the association between coronary heart disease and pesticide exposure among greenhouse vegetable farmers. [PDF]
Medicine (Baltimore), 2023 Li H, Zheng C, Zhang Y, Yang H, Li J.
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Max-linear models on infinte graphs generated by Bernoulli bond percolation
, 2018 We extend previous work of max-linear models on finite directed acyclic graphs to infinite graphs, and investigate their relations to classical percolation theory.
Klüppelberg, Claudia, Sönmez, Ercan
core
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model. [PDF]
Neuroimage, 2022 Zhang G +8 more
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