Scalable force-directed graph representation learning and visualization
Sign Up to like & getrecommendations! Published in 2022 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-021-01634-9
Abstract: A graph embedding algorithm embeds a graph into a low-dimensional space such that the embedding preserves the inherent properties of the graph. While graph embedding is fundamentally related to graph visualization, prior work did not… read more here.
Keywords: directed graph; force directed; visualization; learning visualization ... See more keywords
EClerize: A customized force-directed graph drawing algorithm for biological graphs with EC attributes
Sign Up to like & getrecommendations! Published in 2018 at "Journal of bioinformatics and computational biology"
DOI: 10.1142/s0219720018500075
Abstract: Visualizing large-scale data produced by the high throughput experiments as a biological graph leads to better understanding and analysis. This study describes a customized force-directed layout algorithm, EClerize, for biological graphs that represent pathways in… read more here.
Keywords: distance; force directed; biological graphs; customized force ... See more keywords
A Force-Directed Algorithm for Drawing Directed Graphs Symmetrically
Sign Up to like & getrecommendations! Published in 2018 at "Mathematical Problems in Engineering"
DOI: 10.1155/2018/6208509
Abstract: Symmetry is one of the most important aesthetic criteria on graph drawing. It is quite necessary to measure the extent to which the drawings can be considered symmetric. For this purpose, a symmetric metric based… read more here.
Keywords: directed algorithm; algorithm drawing; drawing directed; fds algorithm ... See more keywords