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Multi-Function Computation over a Directed Acyclic Network. [PDF]
Sun X, Zhang R, Li D, Guang X.
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The frequency response of networks as open systems. [PDF]
Nazerian A +4 more
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Childhood psychological abuse and neglect impair adolescent social-emotional competence: a network analysis with mediation. [PDF]
Liu L, Ning B, Yang L.
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Collapsibility for Directed Acyclic Graphs
Scandinavian Journal of Statistics, 2009Abstract. Collapsibility means that the same statistical result of interest can be obtained before and after marginalization over some variables. In this paper, we discuss three kinds of collapsibility for directed acyclic graphs (DAGs): estimate collapsibility, conditional independence collapsibility and model collapsibility. Related to collapsibility,
Xie, Xianchao, Geng, Zhi
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On counting homomorphisms to directed acyclic graphs
Journal of the ACM, 2006It is known that if P and NP are different then there is an infinite hierarchy of different complexity classes that lie strictly between them. Thus, if P ≠ NP, it is not possible to classify NP using any finite collection of complexity classes. This situation has led to attempts to identify smaller classes of problems within NP where
Martin E. Dyer +2 more
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On Mergings in Acyclic Directed Graphs
SIAM Journal on Discrete Mathematics, 2019Summary: Consider an acyclic directed graph \(G\) with sources \(s_1, s_2, \ldots,s_n\) and sinks \(r_1, r_2, \ldots, r_n\). For \(i=1, 2, \ldots,n\), let \(c_i\) denote the size of the minimum edge cut between \(s_i\) and \(r_i\), which, by Menger's theorem, implies that there exists a group of \(c_i\) edge-disjoint paths from \(s_i\) to \(r_i ...
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Directed Acyclic Graphs in Surgical Research
Journal of Surgical Research, 2023Surgical research often utilizes multivariable regression to evaluate causal relationships between variables, but there is usually little explanation of the decision-making regarding which variables were controlled for. We propose that directed acyclic graphs (DAGs)-a formal logic tool that illustrates connections between variables-should be used to ...
AlleaBelle Gongola, Jace C. Bradshaw
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Retiming DAGs [direct acyclic graph]
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 1998This paper is devoted to a low-complexity algorithm for retiming circuits without cycles, i.e., those whose network graph is a direct acyclic graph (DAG). On one hand, DAGs have a great practical importance, as shown by the on-line arithmetic circuits used as a target application in this paper.
Pierre-Yves Calland +4 more
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Recursive Processing of Directed Acyclic Graphs
2002Recursive neural networks axe a new connectionist model particularly tailored to process Directed Positional Acyclic Graphs (DPAGs) [4]. While this assumption is reasonable in some applications, it introduces unnecessary constraints in others. In this paper, it is shown that the constraint on the ordering can be relaxed by using an appropriate weight ...
BIANCHINI M., GORI M., SCARSELLI F.
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Analyzing Directed Acyclic Graph Recombination
2001This work studies the edge-based representation of directed acyclic graphs, as well as the properties of recombination operators working on it. It is shown that this representation is not separable, and the structure of the basic information units that must be processed in order to maintain feasibility of the solutions is described.
Carlos Cotta, José M. Troya
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