On Upward-Planar L-Drawings of Graphs
In an upward-planar L-drawing of a directed acyclic graph (DAG) each edge $e=(v,w)$ is represented as a polyline composed of a vertical segment with its lowest endpoint at the tail $v$ of $e$ and of a horizontal segment ending at the head $w$ of $e ...
Patrizio Angelini +3 more
doaj +1 more source
ABSTRACT Long‐term cultivation can improve soil health, but recovery may not follow the same pathway across contrasting soil and climate conditions. A key unresolved question is whether soil health recovery is mainly associated with the release of physical–chemical constraints or with the gradual rebuilding of carbon, microbial biomass, and nutrient ...
Manal A. Alnaimy +4 more
wiley +1 more source
Sexual abuse and psychotic phenomena: a directed acyclic graph analysis of affective symptoms using English national psychiatric survey data. [PDF]
Moffa G +4 more
europepmc +1 more source
Creating Minimal Vertex Series Parallel Graphs from Directed
Visualizing information whose underlying graph is directed acyclic is easier if the graph is Minimal Vertex Series Parallel (MVSP). We present method of transforming any directed acyclic graph into one that is MVSP.
Margaret Mitchell +1 more
core
Directed Acyclic Graph Convolutional Networks
Directed acyclic graphs (DAGs) are central to science and engineering applications including causal inference, scheduling, and neural architecture search. In this work, we introduce the DAG Convolutional Network (DCN), a novel graph neural network (GNN) architecture designed specifically for convolutional learning from signals supported on DAGs.
Samuel Rey +2 more
openaire +2 more sources
Mind the Gap: Predictors of Osteoporosis Treatment Following Fragility Fracture in Parkinsonism
Abstract Background Fracture risk is increased in Parkinson's yet this risk is often not addressed. Objectives Our objective was to study the extent to which osteoporosis was treated, and predictors of treatment in a large representative cohort with parkinsonism.
Katie C. Naylor +2 more
wiley +1 more source
The directed acyclic graph helped identify confounders in the association between coronary heart disease and pesticide exposure among greenhouse vegetable farmers. [PDF]
Li H, Zheng C, Zhang Y, Yang H, Li J.
europepmc +1 more source
Directed Acyclic Graph of the associations explored in this study.
Directed Acyclic Graph of the associations explored in this study.
Jorge Salmerón (487165) +3 more
core +1 more source
Mapping Causal Biology: Mendelian Randomization in the Era of Big Data
Mendelian randomization (MR) leverages genetic variants to mitigate confounding biases in causal inference. This review systematically maps MR's methodological evolution, highlights its expanding applications in epidemiology and drug target validation, and outlines future directions for overcoming current biases through dynamic, multi‐omics, and cross ...
Xuanlu Shen +10 more
wiley +1 more source
Inference of k-testable directed acyclic graph languages [PDF]
In this paper, we tackle the task of graph language learning. We first extend the well-known classes of k-testability and k-testability in the strict sense languages to directed graph languages.
Gallego-Sánchez, Antonio-Javier +3 more
core +1 more source

