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Feature characterization in some weighted directed networks
Citation
Zufiria Zatarain, Pedro José 
ORCID: https://orcid.org/0000-0002-1217-1216 and McMillon, Colleen
(2019).
Feature characterization in some weighted directed networks.
In: "2nd International Conference on Informatics, Control and Automation (ICA 2019)", 26/05/2019 - 27/05/2019, Hangzhou, China. ISBN 978-1-60595-637-4. pp. 62-66.
Description
| Title: | Feature characterization in some weighted directed networks |
|---|---|
| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | 2nd International Conference on Informatics, Control and Automation (ICA 2019) |
| Event Dates: | 26/05/2019 - 27/05/2019 |
| Event Location: | Hangzhou, China |
| Title of Book: | Proceedings of 2019 2nd International Conference on Informatics, Control and Automation (ICA 2019) |
| Date: | 2019 |
| ISBN: | 978-1-60595-637-4 |
| Subjects: | |
| Freetext Keywords: | Network Analysis; Time Evolution; Telephone Data |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Matemática Aplicada a las Tecnologías de la Información y las Comunicaciones |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
The paper studies the time evolution of weighted directed networks by evaluating some of their fundamental features along time. The main concepts are illustrated by analyzing the evolution of a network which represents the call flow between the towers of a telephone operator in Senegal. Different time scales (hour, day, week, month) are considered to compute the evolution of features in order to characterize properties which may follow cyclic behaviors. A joint characterization of the features is also performed via a paired correlation analysis which also shows to be sensitive to time scales, suggesting different seasonal behaviors in the communication patterns.
Funding Projects
Type
Code
Acronym
Leader
Title
Government of Spain
MTM2015-67396-P
Unspecified
Unspecified
Redes complejas: modelado, dinámica y aplicaciones
More information
| Item ID: | 64611 |
|---|---|
| DC Identifier: | https://oa.upm.es/64611/ |
| OAI Identifier: | oai:oa.upm.es:64611 |
| Official URL: | http://www.dpi-proceedings.com/index.php/dtcse/iss... |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 26 Oct 2020 15:11 |
| Last Modified: | 26 Oct 2020 15:11 |
