On Kamada-Kawai graph layout with graph neural networks
Радіоелектронні і комп'ютерні системиTraditional force-directed layout algorithms, such as the Kamada-Kawai (KK) method, are widely used for graph visualization due to their ability to produce aesthetically pleasing layouts.
Olena Linnyk +2 more
doaj +1 more source
Fast convergence layout algorithm for drawing graphs in marching-graph [PDF]
, 2008 Marching-Graph is a new visualization that integrates the graph metaphor and the spatial metaphor into a single visualization. It provides users with highly interactive maps for accessing the logical structures of information that has the geographical ...
Huang, ML, Quan, W
core +1 more source
Graph-RWGAN: A Method for Generating House Layouts Based on Multi-Relation Graph Attention Mechanism
BuildingsWe address issues in existing house layout generation methods, including chaotic room layouts, limited iterative refinement, and restricted style diversity.
Ziqi Ye +5 more
doaj +1 more source
Auxo: A Temporal Graph Management System
Big Data Mining and Analytics, 2019 As real-world graphs are often evolving over time, interest in analyzing the temporal behavior of graphs has grown. Herein, we propose Auxo, a novel temporal graph management system to support temporal graph analysis.
Wentao Han +3 more
doaj +1 more source
Research on the gravity planning model of prefecture city rail transit network [PDF]
E3S Web of Conferences, 2020 The rational layout of prefecture city rail transit network is of great significance to the coordinated development of urban and rural areas. This paper analyses five related factors that affect the layout of rail transit and grey relation analysis is ...
Liang Tianwen, Liu Huan, Tan Yong
doaj +1 more source
What Would a Graph Look Like in this Layout? A Machine Learning Approach to Large Graph Visualization [PDF]
IEEE Transactions on Visualization and Computer Graphics, 2017 Using different methods for laying out a graph can lead to very different visual appearances, with which the viewer perceives different information. Selecting a “good” layout method is thus important for visualizing a graph.
Oh-Hyun Kwon, Tarik Crnovrsanin, K. Ma
semanticscholar +1 more source
LDAcoop: Integrating non‐linear population dynamics into the analysis of clonogenic growth in vitro
Molecular Oncology, EarlyView.Limiting dilution assays (LDAs) quantify clonogenic growth by seeding serial dilutions of cells and scoring wells for colony formation. The fraction of negative wells is plotted against cells seeded and analyzed using the non‐linear modeling of LDAcoop.
Nikko Brix +13 more
wiley +1 more source
Mixed Linear Layouts of Planar Graphs
, 2017 A $k$-stack (respectively, $k$-queue) layout of a graph consists of a total order of the vertices, and a partition of the edges into $k$ sets of non-crossing (non-nested) edges with respect to the vertex ordering. In 1992, Heath and Rosenberg conjectured
C Bachmaier +12 more
core +1 more source
Tree-layout based graph classes: proper chordal graphs
, 2022 33 pages, 13 ...
Paul, Christophe, Protopapas, Evangelos
openaire +4 more sources
Screen‐Printed Flexible Piezoelectric Force Sensor Array with Electromagnetic Interference Shielding
Advanced Engineering Materials, EarlyView.This article introduces a flexible screen‐printed piezoelectric sensor array designed for low‐frequency healthcare applications such as tactile sensing and cardiovascular monitoring. The device integrates interface electronics enabling the simultaneous acquisition of up to 128 signals, along with flexible EMI shielding that significantly reduces noise ...
Joseph Faudou +6 more
wiley +1 more source