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Degree distribution of real biological networks
Date
2016-06-01
Author
Purutçuoğlu Gazi, Vilda
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The networks indicate differences with respect to their topological features. The degree distribution, which implies the total number of links attached to a gene, is one of these features. In biological networks, the number of incoming links and out-going links have distinct names and are expressed by various distributions. The former implies the in-degree and is typically represented by the exponential distribution. On the other hand, the latter refers to the out-degree and is presented by different distributions such as power-law, generalized pareto-low and geometric distributions. In this study, by using real systems under various dimensions, we investigate the validity of these alternatives and test whether the out-degree distribution can be represented by one of the families in the Pearson system.
URI
https://hdl.handle.net/11511/72841
Conference Name
The Third International Conference on Data Mining, Internet Computing, and Big Data (BigData2016) ( 01 Haziran 2016)
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Department of Statistics, Conference / Seminar
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V. Purutçuoğlu Gazi, “Degree distribution of real biological networks,” Konya, Türkiye, 2016, p. 92, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/72841.