Quarterly Publication
Predicting the claim amount from car insurance using multiple linear regression: a case study of Iran insurance

Reza Rasinojehdehi; Soheil Azizi

Volume 3, Issue 3 , September 2023, , Pages 125-136


  The escalating annual insurance costs nationwide have sparked a growing interest among insurance industry managers and policymakers in analyzing insurance data to forecast future costs. Accurately predicting the number of claims and implementing appropriate policies can help mitigate potential losses ...  Read More

A comprehensive review of big data applications

Soheil Fakheri

Volume 2, Issue 1 , March 2022, , Pages 9-17


  Analysis of big data has been presented as an advanced analytical technology involving large-scale and complex applications. In this paper, we review the general background of big data, and focus on data generation and data analysis. Then, we examine the several representative applications of big data, ...  Read More

Presenting a model for the diagnosis of heart failure using cumulative and deep learning algorithms: a case study of tehran heart center

Amir Hossein Hariri; Esmaeil Bagheri; Sayyed Mohammad Reza Davoodi

Volume 2, Issue 1 , March 2022, , Pages 18-30


  Coronary artery heart failure is the leading cause of mortality among other cardiac diseases. In most of the cases, angiography is a reliable method for the diagnosis and treatment of cardiovascular diseases. However, it is a costly approach associated with various complications. The significant increase ...  Read More