| Yazarlar (3) |
Prof. Dr. Ali ÇİVRİL
Rensselaer Polytechnic Institute, Amerika Birleşik Devletleri |
Malik Magdon-Ismail
Rensselaer Polytechnic Institute, Amerika Birleşik Devletleri |
|
Eli Bocek-Rivele
Rensselaer Polytechnic Institute, Amerika Birleşik Devletleri |
| Özet |
| We present a fast spectral graph drawing algorithm for drawing undirected connected graphs. Classical Multi-Dimensional Scaling yields a quadratic-time spectral algorithm, which approximates the real distances of the nodes in the final drawing with their graph theoretical distances. We build from this idea to develop the linear-time spectral graph drawing algorithm SSDE. We reduce the space and time complexity of the spectral decomposition by approximating the distance matrix with the product of three smaller matrices, which are formed by sampling rows and columns of the distance matrix. The main advantages of our algorithm are that it is very fast and it gives aesthetically pleasing results, when compared to other spectral graph drawing algorithms. The runtime for typical 105 node graphs is about one second and for 106 node graphs about ten seconds. |
| Anahtar Kelimeler |
| Bildiri Türü |
Tebliğ/Bildiri
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| Bildiri Alt Türü | Tam Metin Olarak Yayınlanan Tebliğ (Uluslararası Kongre/Sempozyum) |
| Bildiri Niteliği | Web of Science Kapsamındaki Kongre/Sempozyum |
| DOI Numarası | 10.1007/978-3-540-70904-6_5 |
| Bildiri Dili | İngilizce |
| Kongre Adı | |
| Kongre Tarihi | / |
| Basıldığı Ülke | |
| Basıldığı Şehir | |
| Bildiri Linki | https://link.springer.com/content/pdf/10.1007%2F978-3-540-70904-6_5.pdf |
| Atıf Sayıları | |
| WoS | 9 |
| SCOPUS | 11 |
| Google Scholar | 35 |
