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.
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Visualizing knowledge domains
TL;DR: L'A.
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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.
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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.
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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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Book
Graphs, Networks and Algorithms
TL;DR: This book presents a meta-analsis of the network simplex algorithm and a section on the five color theorem, which states that the color theorem can be rewritten as a graph representation of a network.
Journal ArticleDOI
Information visualization using 3D interactive animation
TL;DR: An experimental system, the Information Visualizer, is presented, which explores a UI paradigm that goes beyond the desktop metaphor to exploit the emerging generation of graphical personal computers and to support the emerging application demand to retrieve, store, manipulate, and understand large amounts of infromation.
Journal ArticleDOI
A review and taxonomy of distortion-oriented presentation techniques
Y. K. Leung,Mark Apperley +1 more
TL;DR: This article provides a taxonomy of distortion-oriented techniques which demonstrates clearly their underlying relationships and a unified theory is presented to reveal their roots and origins.
Book
Mathematical Classification and Clustering
TL;DR: This paper presents a meta-analyses of Hierarchy as a Clustering Structure, a model for hierarchical clustering based on the model developed in [Bouchut-Boyaval, M3].
Journal ArticleDOI
Crossing Number is NP-Complete
TL;DR: This paper shows that there is not likely to be any efficient way to design an optimal embedding of a graph or network in a planar surface, and hence this problem is NP-complete.