Journal ArticleDOI
Graph visualization and navigation in information visualization: A survey
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This is a survey on graph visualization and navigation techniques, as used in information visualization, which approaches the results of traditional graph drawing from a different perspective.Citations
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Graph embedding techniques, applications, and performance: A survey
Palash Goyal,Emilio Ferrara +1 more
TL;DR: A comprehensive and structured analysis of various graph embedding techniques proposed in the literature, and the open-source Python library, named GEM (Graph Embedding Methods, available at https://github.com/palash1992/GEM ), which provides all presented algorithms within a unified interface to foster and facilitate research on the topic.
Journal ArticleDOI
Visualizing knowledge domains
TL;DR: L'A.
Journal ArticleDOI
Hierarchical Edge Bundles: Visualization of Adjacency Relations in Hierarchical Data
TL;DR: This paper presents a new method for visualizing compound graphs based on visually bundling the adjacency edges, i.e., non-hierarchical edges, together and discusses the results based on an informal evaluation provided by potential users of such visualizations.
Journal ArticleDOI
A Survey on Network Embedding
TL;DR: Network embedding assigns nodes in a network to low-dimensional representations and effectively preserves the network structure as discussed by the authors, and a significant amount of progress has been made toward this emerging network analysis paradigm.
Journal ArticleDOI
Comorbidity: a network perspective.
TL;DR: A method to visualize comorbidity networks is proposed and it is argued that this approach generates realistic hypotheses about pathways to comor bidity, overlapping symptoms, and diagnostic boundaries, that are not naturally accommodated by latent variable models.
References
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Proceedings ArticleDOI
Dynamic aggregation with circular visual designs
TL;DR: This integration hopes to provide effective support for the aggregation process by enabling automatic aggregation, continuous change and control of the aggregation level, spatially based aggregates, context maintenance across different aggregate levels, and feedback on the level of aggregation.
Book ChapterDOI
Drawing Large Graphs with H3Viewer and Site Manager
TL;DR: H3Viewer as discussed by the authors is a graph drawing library that can be run from a standalone program or in conjunction with other programs such as SGI's Site Manager application, which provides a view of a large neighborhood around an easily changeable point of interest.
Proceedings ArticleDOI
The STARLIGHT information visualization system
TL;DR: The general theory behind the STARLIGHT approach, the design and features of a Windows NT-based operational system, and the novel 3-D visualization techniques that interactively generate easily understandable representations of explicit and implicit relationships contained in information collections of various types are described.
Book
Narcissus: visualising information
TL;DR: The need for support for users dealing with complex information spaces is becoming increasingly important as discussed by the authors, and one approach to providing this support is to provide sophisticated visualisation tools which will lead the users to form an intuitive understanding of the structure and behaviour of their domain and which will provide mechanisms which allow them to manipulate objects within