Generation of Signed Directed Graphs Using Functional Models
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.09.115
Abstract: Abstract Intelligent fault diagnosis systems can be a major aid to human operators charged with the high-level control of industrial plants. Such systems aim for high diagnostic accuracy while retaining the ability to produce results… read more here.
Keywords: graphs using; signed directed; generation signed; directed graphs ... See more keywords
Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.08.028
Abstract: The graph structure is a commonly used data storage mode, and it turns out that the low-dimensional embedded representation of nodes in the graph is extremely useful in various typical tasks, such as node classification,… read more here.
Keywords: representation; learning graphs; graphs using; representation learning ... See more keywords
Characterization of Extremal Unicyclic Graphs Using F-Coindex
Sign Up to like & getrecommendations! Published in 2021 at "Complexity"
DOI: 10.1155/2021/8480971
Abstract: The study of forgotten index and coindex for the molecular structures of some special chemical graphs (compounds and drugs) has proven significant in medical and pharmaceutical drug design fields by making reliable statistical conclusion about… read more here.
Keywords: graphs; unicyclic graphs; graphs using; extremal unicyclic ... See more keywords
Genotyping structural variants in pangenome graphs using the vg toolkit
Sign Up to like & getrecommendations! Published in 2020 at "Genome Biology"
DOI: 10.1186/s13059-020-1941-7
Abstract: Structural variants (SVs) remain challenging to represent and study relative to point mutations despite their demonstrated importance. We show that variation graphs, as implemented in the vg toolkit, provide an effective means for leveraging SV… read more here.
Keywords: graphs; genotyping structural; graphs using; pangenome graphs ... See more keywords