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Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks
Citation
Herrera Yagüe, Carlos and Zufiria Zatarain, Pedro José (2011). Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks. In: "Network Science Workshop (NSW), 2011 IEEE", 22/06/2011 - 24/06/2011, West Point ,NY, EEUU. ISBN 978-1-4577-1049-0.
Description
| Title: | Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | Network Science Workshop (NSW), 2011 IEEE |
| Event Dates: | 22/06/2011 - 24/06/2011 |
| Event Location: | West Point ,NY, EEUU |
| Title of Book: | Proceedings of Network Science Workshop (NSW), 2011 IEEE |
| Date: | 2011 |
| ISBN: | 978-1-4577-1049-0 |
| Subjects: | |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Matemática Aplicada a las Tecnologías de la Información [hasta 2014] |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
This paper presents an algorithm for generating scale-free networks with adjustable clustering coefficient. The algorithm is based on a random walk procedure combined with a triangle generation scheme which takes into account genetic factors; this way, preferential attachment and clustering control are implemented using only local information. Simulations are presented which support the validity of the scheme, characterizing its tuning capabilities.
More information
| Item ID: | 11723 |
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| DC Identifier: | https://oa.upm.es/11723/ |
| OAI Identifier: | oai:oa.upm.es:11723 |
| Official URL: | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6004642 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 09 Oct 2012 08:33 |
| Last Modified: | 25 Jan 2023 16:42 |
