Pattern Analysis and Intelligent Systems
Adaptive Genetic Algorithm for Community Detection Based on The Characteristics and Structure of Social Networks

Ehsan Soleimani; Kamal Mirzaie

Articles in Press, Accepted Manuscript, Available Online from 30 July 2022

  With the increasing use of online services in the form of platforms or websites, as well as the growth of users in online spaces, it seems necessary to study and analyze these networks. One of the areas of interest for social media analysts is Community Detection (CD) in these networks. The purpose of ...  Read More

Pattern Analysis and Intelligent Systems
A New Model-based Bald Eagle Search Algorithm with Sine Cosine Algorithm for Data Clustering

Farhad Soleimanian Gharehchopogh; Berivan Rostampnah

Volume 7, Issue 3 , August 2021, , Pages 177-186

  Abstract— Clustering is one of the most popular techniques in unsupervised learning in which data is divided into different groups without any prior knowledge, and for this reason, clustering is used in various applications today. One of the most popular algorithms in the field of clustering is ...  Read More

Software Engineering and Information Systems
An Overview of the Concepts, Classifications, and Methods of Population Initialization in Metaheuristic Algorithms

Mohammad Reza Hassanzadeh; farshid keynia

Volume 7, Issue 1 , February 2021, , Pages 35-54

  Metaheuristic algorithms are typically population-based random search techniques. The general framework of a metaheuristic algorithm consisting of its main parts. The sections of a metaheuristic algorithm include setting algorithm parameters, population initialization, global search section, local search ...  Read More

Pattern Analysis and Intelligent Systems
An Optimization K-Modes Clustering Algorithm with Elephant Herding Optimization Algorithm for Crime Clustering

Farhad Soleimanian Gharehchopogh; Sevda Haggi

Volume 6, Issue 2 , May 2020, , Pages 79-90

  The detection and prevention of crime, in the past few decades, required several years of research and analysis. However, today, thanks to smart systems based on data mining techniques, it is possible to detect and prevent crime in a considerably less time. Classification and clustering-based smart techniques ...  Read More

Computer Networks and Distributed Systems
Energy optimization based on routing protocols in wireless sensor network

Zoleikha Azizi; Kambiz Majidzadeh

Volume 3, Issue 4 , November 2017, , Pages 195-202

  Considering the great significant role that routing protocols play in transfer rate and choosing the optimum path for exchange of data packages, and further in the amount of consumed energy in the routing protocol, the present study has focused on developing an efficient compound energy algorithm based ...  Read More