A Comparative User Study on Control‐Flow Visualizations of Event Log Data
Computer Graphics Forum, EarlyView.This paper compares seven commonly used control‐flow visualizations using a formal user study with 48 participants. Directly‐Follows Graphs (DFGs), Petri nets, Business Process Model and Notations, Process trees, variant timelines, Icicle plots, and Sankey visualizations are evaluated on their performance on different tasks, understandability, and user
S. van der Linden +4 more
wiley +1 more source
Depicting patient-reported outcome measures within directed acyclic graphs: practice and implications for causal reasoning. [PDF]
Qual Life ResFranklin M, Peasgood T, Tennant PWG.
europepmc +1 more source
HySE: A Force‐Directed Layout Algorithm for Directed and Mixed Graphs
Computer Graphics Forum, EarlyView.We present HySE, a novel graph layout algorithm for mixed graphs combining directed and undirected components. Using a holistic spring embedder approach, HySE unifies hierarchical and force‐directed aesthetics, supports non‐uniform node sizes, and performs comparably to state‐of‐the‐art algorithms.
Ugur Dogrusoz, Hamza Islam, Hasan Balci
wiley +1 more source
Volume inequalities for flow polytopes of full directed acyclic graphs
Given a finite directed acyclic graph, the space of non-negative unit flows is a lattice polytope called the flow polytope of the graph. We consider the volumes of flow polytopes for directed acyclic graphs on $n+1$ vertices with a fixed degree sequence,
McElroy, James Ford, Braun, Benjamin
core
Survey on Compositional 3D Indoor Scene Generation
Computer Graphics Forum, EarlyView.This survey provides a comprehensive overview of compositional 3D indoor scene generation, introducing a unified framework for categorizing existing methods, comparing their strengths and limitations and identifying key challenges and future research directions.
H. I. I. Tam +7 more
wiley +1 more source
Illustrating the structures of bias from immortal time using directed acyclic graphs. [PDF]
Int J EpidemiolYang G, Burgess S, Schooling CM.
europepmc +1 more source
The cerebral palsy directed acyclic graph: A structural causal model of aetiology
Developmental Medicine &Child Neurology, EarlyView.The first international cerebral palsy directed acyclic graph (CP‐DAG) maps over 100 nodes and 370 links across biological, clinical, and social domains, offering a unified causal framework to guide research and identify knowledge gaps. Abstract Aim To describe the development of the initial version of the cerebral palsy (CP) directed acyclic graph ...
Shona Goldsmith +9 more
wiley +1 more source
BAYESIAN DIFFERENTIAL CAUSAL DIRECTED ACYCLIC GRAPHS FOR OBSERVATIONAL ZERO-INFLATED COUNTS WITH AN APPLICATION TO TWO-SAMPLE SINGLE-CELL DATA. [PDF]
Ann Appl StatChoi J, Chapkin RS, Ni Y.
europepmc +1 more source
Maternal depression as a mediator of preterm birth and child development
Developmental Medicine &Child Neurology, EarlyView.Abstract Aim To assess the causal pathway between preterm birth and infant neurodevelopmental delay, with maternal depression as the mediator using a counterfactual mediation framework. Method A prospective cohort of 1253 mother–infant pairs were enrolled and followed up until 6 months in Nepal.
Ashish KC +5 more
wiley +1 more source