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Visual Explanations of Differentiable Greedy Model Predictions on the Influence Maximization Problem
Social networks have become important objects of study in recent years. Social media marketing has, for example, greatly benefited from the vast literature developed in the past two decades.
Mario Michelessa +5 more
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A survey of two-dimensional graph layout techniques for information visualisation [PDF]
Many algorithms for graph layout have been devised over the last 30 years spanning both the graph drawing and information visualisation communities. This article first reviews the advances made in the field of graph drawing that have then often been ...
Vickers, Paul, Gibson, Helen, Faith, Joe
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Edge Bundling in Information Visualization
The edge, which can encode relational data in graphs and multidimensional data in parallel coordinates plots, is an important visual primitive for encoding data in information visualization research.
Hong Zhou +3 more
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Displaying User Behavior in the Collaborative Graph Visualization System OnGraX
The visual analysis of complex networks is a challenging task in many fields, such as systems biology or social sciences. Often, various domain experts work together to improve the analysis time or the quality of the analysis results.
Björn Zimmer +5 more
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How well will LLMs perform for graph layout tasks?
Large Language Models (LLMs) have demonstrated impressive capabilities in various applications, motivating visualization researchers to explore the usage of LLMs for visualization tasks such as automated visualization recommendation, code generation and ...
Yilun Fan +5 more
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SideKnot: Edge Bundling for Uncovering Relation Patterns in Graphs
The node-link diagram is an intuitive way to depict a graph and present relationships between entities. Addressing the visual clutter induced by edge crossing and node-edge overlapping is a challenging task as the size of graph outgrows the visualization
Dichao Peng +5 more
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Toward automatic comparison of visualization techniques: Application to graph visualization
Many end-user evaluations of data visualization techniques have been run during the last decades. Their results are cornerstones to build efficient visualization systems.
L. Giovannangeli +3 more
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Gravisto: Graph Visualization Toolkit
Gravisto, the Graph Visualization Toolkit, is more than a (Java-based) editor for graphs. It includes data structures, graph algorithms, several layout algorithms, and a graph viewer component.
Forster, Michael +9 more
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Complex search: aggregation, discovery, and synthesis; pp. 89–106 [PDF]
Search engines such as Google, Bing, and Yahoo, supplemented by other information search portals like Wikipedia, have become the means for searching information on the Internet.
Georg Singer +2 more
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Graph Visualization Toolkits [PDF]
Many diagrams encountered in numerous areas can be modeled as graphs. Examples include UML diagrams, PERT charts, network maps, electrical diagrams, and Web site maps.
Feng, Qing-Wen +8 more
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