Data mining
Analyzing Behavioral Patterns of Bus Passengers Using Data Mining Methods (Case Study: Rapid Transportation Systems)

amir daneshvar; Fariba Salahi; Maryam Ebrahimi; Bijan Nahavandi

Articles in Press, Accepted Manuscript, Available Online from 23 November 2021

https://doi.org/10.22105/jarie.2021.302560.1373

Abstract
  The aim of analyzing passengers' behavioral patterns is providing support for transportation management. In other words, to improve services like scheduling, evacuation policies, and marketing, it is essential to understand spatial and temporal patterns of passengers' trips. Smart Card Automated Fare ...  Read More

Data mining
Detection of fraud in banking transactions using big data clustering technique customer behavior indicators

Ramez Kian; Hadeel S Obaid

Volume 9, Issue 3 , July 2022, , Pages 264-273

https://doi.org/10.22105/jarie.2021.307635.1387

Abstract
  Human life today is intertwined with abundant trade and economic exchanges, and life would not be possible without trade and commerce. One of the main pillars of financial exchanges are banks and financial and credit institutions, which, as the vital arteries of the economy, are responsible for transferring ...  Read More

Data mining
Evaluation of the hybrid method of genetic algorithm and adaptive neural-fuzzy network (ANFIS) model in predicting the bankruptcy of companies listed on the Tehran stock exchange

Mohammad Amin Rahbar

Volume 9, Issue 3 , July 2022, , Pages 274-290

https://doi.org/10.22105/jarie.2021.254142.1204

Abstract
  One of the most important issues in financial, economic, and accounting matters is the phenomenon of bankruptcy and its prediction. There is presented a hybrid method of Genetic Algorithm (GA) and Adaptive Neural-Fuzzy Network (ANFIS) model to evaluate predicting the bankruptcy of companies listed on ...  Read More

Data mining
A hybrid model for predicting bitcoin price using machine learning and metaheuristic algorithms

Aboosaleh Mohammad Sharifi; Kaveh Khalili Damghani; Farshid Abdi; Soheila Sardar

Volume 9, Issue 1 , March 2022, , Pages 134-150

https://doi.org/10.22105/jarie.2021.291175.1343

Abstract
  Cryptocurrencies are considered as new financial and economic tools having special and innovative features, among which Bitcoin is the most popular. The contribution of the Bitcoin market continues to grow due to the special nature of Bitcoin. The investors' attention to Bitcoin has increased significantly ...  Read More

Data mining
Personnel selection and prediction of organizational positions using data mining algorithms (case study: Mammut industrial complex)

Fatemeh Mirsaeedi; Iman Sadeghi; Mohammad Ghodoosi

Volume 7, Issue 3 , September 2020, , Pages 267-279

https://doi.org/10.22105/jarie.2021.233010.1170

Abstract
  This study aims to identify and employ qualified individuals and assign different organizational positions. Accordingly, a data mining approach is proposed. This paper presents an empirical study which has important practical application in modern human resource management. Therefore, effective features ...  Read More