Alireza Rezvanian
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Maximum independent set in multiplex social networks and its application to influence maximization Open
Identifying the most influential spreaders as an influence maximization problem (IMP) has become one of the most compelling topics in social network analysis due to its successes in viral marketing. In this paper, we first assume the netwo…
Efficient identification of maximum independent sets in stochastic multilayer graphs with learning automata Open
Investigating the maximum independent set in stochastic multilayer graphs provides critical insights into the structural and dynamical properties of complex networks. Recently, stochastic multilayer graphs effectively model the intricate i…
An Efficient Approach to Detecting Lung Nodules Using Swin Transformer Open
Lung cancer has the highest rate of cancer-caused deaths, and early-stage diagnosis could increase the survival rate. Lung nodules are common indicators of lung cancer, making their detection crucial. Various lung nodule detection models e…
Advanced fusion of MTM-LSTM and MLP models for time series forecasting: An application for forecasting the solar radiation Open
Accurate time series forecasting has become increasingly important across various domains such as finance, energy, and medicine. This study introduces an innovative hybrid model that leverages the power of neural networks, precisely Many T…
CaAIS: Cellular Automata-Based Artificial Immune System for Dynamic Environments Open
Artificial immune systems (AIS), as nature-inspired algorithms, have been developed to solve various types of problems, ranging from machine learning to optimization. This paper proposes a novel hybrid model of AIS that incorporates cellul…
A novel regularized weighted estimation method for information diffusion prediction in social networks Open
In recent years, social networks have become popular among Internet users, and various studies have been performed on the analysis of users’ behavior in social networks. Information diffusion analysis is one of the leading fields in social…
An Overview of Ant Colony Optimization Algorithms for Dynamic Optimization Problems Open
Swarm intelligence is a relatively recent approach for solving optimization problems that usually adopts the social behavior of birds and animals. The most popular class of swarm intelligence is ant colony optimization (ACO), which simulat…
AntLP: ant‐based label propagation algorithm for community detection in social networks Open
In social network analysis, community detection is one of the significant tasks to study the structure and characteristics of the networks. In recent years, several intelligent and meta‐heuristic algorithms have been presented for communit…