0% Complete
صفحه اصلی
/
سی و دومین کنفرانس بین المللی مهندسی برق
Identifying Influential Nodes in Complex Networks by Multiple Attributes Model
نویسندگان :
Shima Esfandiari
1
Mostafa Fakhrahmad
2
1- Shiraz University
2- Shiraz University
کلمات کلیدی :
influential nodes،k-shell،SIR،ranking،complex networks
چکیده :
Determining the influence capability of different nodes in complex networks has become increasingly important nowadays. Its applications include preventing disease spread, controlling rumor propagation, and maximizing product sales. Various methods have been designed for this purpose, utilizing the structural properties of the graph. However, these methods still lack high resolution and accuracy. In this article, we address the problems of k-shell groups that happened in the k-shell decomposition method. We combine the concepts of k-shell index and degree and finally present a formula that determines the influence capability of each node. Evaluations are conducted using the Susceptible-Infected-Recovered (SIR) model on five different networks, comparing seven methods. The results demonstrate that the proposed method while having linear time complexity, achieves higher accuracy and resolution compared to previous methods.
لیست مقالات
لیست مقالات بایگانی شده
A straightforward approach for measuring blood pressure in an upper arm digital blood pressure monitor
Mohammad Soroush Rezaei - Mahdi Khalilzadeh Shabestari - Seyed Yousef Jazaery Farsany - Danial Katoozian - Hossein Hosseini-Nejad
تجزیه و تحلیل امواج فیبریلاتور دهلیزی به منظور طبقهبندی AF با استفاده از موجک لیدر
سارا میهن دوست
Breast Cancer Detection by Time-Reversal Imaging Using Ultra-Wideband Modified Circular Patch Antenna Array
Mohammad Haghpanah - Zahra Ghattan Kashani - Atefeh Khalili Param
Improving Artificial Neural Network Performance Using Hybrid Activation Function
Morteza Taheri - Sajad Haghzad Klidbary
Extended Phase Shift Control in Dual Active Bridge Converter Considering Magnetizing Inductance of Transformer
Masood Soleimanifard - Ali Yazdian Varjani
Analyzing Large-scale PV Plant Controllers by Technical Performance Indices using MCS Method
Hooman Nasrazadani - Alireza Sedighi - Hossein Seifi
Investigating the Effects of Adding Distributed Generation Resources to the Distribution Networks on their Protection System Performance
Morteza Abbasghorbani - Elham Vahed
Double-Input/Double-Output Buck-Zeta Converter
Mahdi Ghavaminejad - Ebrahim Afjei - Masoud Meghdadi
Efficient and Fast Analysis of SIW Microwave Devices Using the Multiple Multipole Technique
Ahmad Bakhtafrouz - Mohammad Moemenian - Mohsen Maddahali - Mohsen Karimian Kakolaki
A Novel Generation Shedding Procedure for Power Management System in Industrial Power Plants
Erfan Asadi - Hamid Khoshkhoo - Ali Parizad
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
