Inferring network topology via the propagation process
نویسندگان
چکیده
منابع مشابه
Inferring network topology via the propagation process
Inferring the network topology from the dynamics is a fundamental problem, with wide applications in geology, biology, and even counter-terrorism. Based on the propagation process, we present a simple method to uncover the network topology. A numerical simulation on artificial networks shows that our method enjoys a high accuracy in inferring the network topology. We find that the infection rat...
متن کاملInferring Gene-Phenotype Associations via Global Protein Complex Network Propagation
BACKGROUND Phenotypically similar diseases have been found to be caused by functionally related genes, suggesting a modular organization of the genetic landscape of human diseases that mirrors the modularity observed in biological interaction networks. Protein complexes, as molecular machines that integrate multiple gene products to perform biological functions, express the underlying modular o...
متن کاملInferring Epidemic Network Topology from Surveillance Data
The transmission of infectious diseases can be affected by many or even hidden factors, making it difficult to accurately predict when and where outbreaks may emerge. One approach at the moment is to develop and deploy surveillance systems in an effort to detect outbreaks as timely as possible. This enables policy makers to modify and implement strategies for the control of the transmission. Th...
متن کاملInferring Boolean network structure via correlation
MOTIVATION Accurate, context-specific regulation of gene expression is essential for all organisms. Accordingly, it is very important to understand the complex relations within cellular gene regulatory networks. A tool to describe and analyze the behavior of such networks are Boolean models. The reconstruction of a Boolean network from biological data requires identification of dependencies wit...
متن کاملInferring Power Line Network Topology Using Frequency Domain Reflectometry
Power line communications (PLC) is an attractive means of data communication for a variety of scenarios and applications, including in-home multimedia and utility applications, the latter of which have gained renewed attention under the label of Smart Grid [1, Chs. 6-8]. The analysis and design of PLC systems should rely on sufficiently accurate and representative channel models. Similar to the...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Statistical Mechanics: Theory and Experiment
سال: 2013
ISSN: 1742-5468
DOI: 10.1088/1742-5468/2013/11/p11010