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08/31/2023
Balancing between the Local and Global Structures (LGS) in Graph Embedding
We present a method for balancing between the Local and Global Structure...
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09/01/2022
Spherical Graph Drawing by Multi-dimensional Scaling
We describe an efficient and scalable spherical graph embedding method. ...
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05/24/2022
Embedding Neighborhoods Simultaneously t-SNE (ENS-t-SNE)
We propose an algorithm for visualizing a dataset by embedding it in 3-d...
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05/16/2022
Browser-based Hyperbolic Visualization of Graphs
Hyperbolic geometry offers a natural focus + context for data visualizat...
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11/04/2019
Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties
Data analysts commonly utilize statistics to summarize large datasets. W...
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09/13/2019
Multi-Perspective, Simultaneous Embedding
We describe a method for simultaneous visualization of multiple pairwise...
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11/07/2018
Solving Jigsaw Puzzles By The Graph Connection Laplacian
We propose a novel mathematical framework to address the problem of auto...
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05/25/2017