Kruiger, J.F. (2016) Graph Layouts by t-distributed Stochastic Neighbour Embedding. Master's Thesis / Essay, Computing Science.
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Abstract
In this thesis, the use of the t-distributed Stochastic Neighbour Embedding (t-SNE) multidimensional projection technique for producing graph layouts is evaluated. t-SNE is typically used for visualizing high-dimensional data as two- or three-dimensional scatter plots. In our work, graphs are represented as high-dimensional datasets, and are projected to two-dimensional layouts using a suitably adapted t-SNE method. The novel graph layouts are visually compared with layouts obtained by current state-of-the-art methods. The comparison shows positive results that support the suitability claim of using t-SNE for producing graph layouts.
| Item Type: | Thesis (Master's Thesis / Essay) |
|---|---|
| Degree programme: | Computing Science |
| Thesis type: | Master's Thesis / Essay |
| Language: | English |
| Date Deposited: | 15 Feb 2018 08:25 |
| Last Modified: | 15 Feb 2018 08:25 |
| URI: | https://fse.studenttheses.ub.rug.nl/id/eprint/14540 |
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