An Information-Theoretic Framework for Evaluating Edge Bundling Visualization [PDF]
Entropy, 2018 Edge bundling is a promising graph visualization approach to simplifying the visual result of a graph drawing. Plenty of edge bundling methods have been developed to generate diverse graph layouts.
Jieting Wu +3 more
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Similarity-Driven Edge Bundling: Data-Oriented Clutter Reduction in Graphs Layouts [PDF]
Algorithms, 2020 Graph visualization has been successfully applied in a wide range of problems and applications. Although different approaches are available to create visual representations, most of them suffer from clutter when faced with many nodes and/or edges.
Fabio Sikansi +4 more
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An Evolutionary Algorithm for an Optimization Model of Edge Bundling [PDF]
Information, 2018 This paper discusses three edge bundling optimization problems that aim to minimize the total number of bundles of a graph drawing, in conjunction with other aspects, as the main goal.
Joelma de M. Ferreira +2 more
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Connexel Visualization: A software implementation of glyphs and edge-bundling for dense connectivity data using brainGL [PDF]
Frontiers in Neuroscience, 2014 The visualization of brain connectivity becomes progressively more challenging as analytic and computational advances begin to facilitate connexel-wise analyses, which include all connections between pairs of voxels.
Joachim eBöttger +4 more
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Clarifying Origin-Destination Flows Using Force-Directed Edge Bundling Layout [PDF]
IEEE Access, 2020 Origin-destination (OD) flows have time-varying characteristics and spatial heterogeneity. With the increasing amount of urban travel data, it is very challenging to clarify OD flows through traditional visualization methods.
Liangkui Luo +3 more
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Edge Bundling in Information Visualization
Tsinghua Science and Technology, 2013 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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Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues [PDF]
BMC BioinformaticsBackground Single-cell foundation models such as scGPT and Geneformer learn rich representations of gene expression programs, but whether these representations encode gene regulatory relationships beyond expression-level confounds remains unclear ...
Ihor Kendiukhov
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Espin enhances confined cell migration by promoting filopodia formation and contributes to cancer metastasis [PDF]
EMBO ReportsGenes regulating the finger-like cellular protrusions—filopodia have long been implicated in cancer metastasis. However, depleting the flat lamellipodia but retaining filopodia drastically hampers cell migration on spread surface, obscuring the role of ...
Yan Wang +12 more
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Edge-Path Bundling: A Less Ambiguous Edge Bundling Approach
IEEE Transactions on Visualization and Computer Graphics, 2022 David Auber +2 more
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Edge Bundling Method Based on Homologous Control Points [PDF]
Jisuanji kexue, 2022 Edge bundling is an effective method to reduce the visual clutter caused by the visualization of the node-link diagram with a large number of complex connections.Generally,the edge bundling based on spatial proximity will lead to independent edge ...
LIU Meng-xin, ZHANG Fan, LI Tian-rui
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