Research Article
Proxima: Process Mining for Extracting Configurable Process Models Using Software Product Line Concepts
Proxima: Process Mining for Extracting Configurable Process Models Using Software Product Line Concepts

Dina Khodayari Tehraninejad; Sedigheh Khoshnevis

Volume 9, Issue 1 , January 2022, Pages 1-29

http://dx.doi.org/10.22108/jcs.2021.130065.1080

Abstract
  In highly configurable information systems such as SaaS information systems, business process variability management is an important issue. The variability model, which is often called ...  Read More
Research Article
Deploying IoT, Based on NDN Protocol in a Fog Computing Infrastructure
Deploying IoT, Based on NDN Protocol in a Fog Computing Infrastructure

Mohammad Reza Nilforoush; Zeinab Zali; Massoud Reza Hashemi

Volume 9, Issue 1 , January 2022, Pages 31-44

http://dx.doi.org/10.22108/jcs.2022.131452.1086

Abstract
  The Internet of Things is a paradigm for connecting objects using a common set of network technologies. Implementing IoT by host-to-host communication models, such as IP, faces several ...  Read More
Research Article
Gaussian Linear Regression Crossover for Genetic Algorithms
Gaussian Linear Regression Crossover for Genetic Algorithms

Pezhman Gholamnezhad

Volume 9, Issue 1 , January 2022, Pages 45-56

http://dx.doi.org/10.22108/jcs.2022.131269.1084

Abstract
  In the simulated binary crossover, offspring are generated from parents with a coefficient of variation and uses a probability distribution function for the coefficient and there is ...  Read More
Research Article
Performance Evaluation of Apache Spark MLlib Algorithms on an Intrusion Detection Dataset
Performance Evaluation of Apache Spark MLlib Algorithms on an Intrusion Detection Dataset

Ramin Atefinia; Mahmood Ahmadi

Volume 9, Issue 1 , January 2022, Pages 57-69

http://dx.doi.org/10.22108/jcs.2022.131400.1085

Abstract
  The increase in the use of the Internet and web services and the advent of the fifth generation of cellular network technology (5G) along with ever-growing Internet of Things (IoT) ...  Read More
Research Article
Adaptive Reinforcement-Based Genetic Algorithm for Combinatorial Optimization
Adaptive Reinforcement-Based Genetic Algorithm for Combinatorial Optimization

Zahra Zojaji; Arefeh Kazemi

Volume 9, Issue 1 , January 2022, Pages 71-84

http://dx.doi.org/10.22108/jcs.2022.131709.1087

Abstract
  Combinatorial optimization is the procedure of optimizing an objective function over the discrete configuration space. A genetic algorithm (GA) has been applied successfully to solve ...  Read More